{"success":true,"data":{"headline":"AI経由の流入は観測できています。専用リンクの露出でクリックを伸ばしましょう","summary":{"level":"C","aio_score":24,"reliability":0.48},"signals":{"crawler":{"total":75,"today":32,"by_bot":{"chatgpt":14,"claudebot":34,"google":24,"meta":2,"test":1}},"mention":{"total_tests":0,"mentioned_tests":0,"mention_rate":0},"click":{"total":65,"today":0,"by_source":{"grok":5,"gemini":17,"chatgpt":25,"claude":10,"perplexity":8}}},"today_menu_status":{"has_menu":true,"item_count":27,"top_items":["三種盛り","五種盛り","長芋のたまり醤油漬"]},"actions":[{"priority":"medium","title":"AI専用クリックリンクを露出する","reason":"AI経由クリックがまだ発生していません"}],"conversion":{"conversion_score":59,"conversion_summary":"予約・問い合わせ等の完了が12件記録され、粗売上見積累計は約150,000円です（クリック対比 18.5%）。 クリック勢いは落ち着いているため、導線改善とCV計測の継続をおすすめします。","estimated_booking_intent":"low","tracking_quality":"partial","clicks_last_7d":0,"clicks_last_30d":65,"clicks_today":0,"booking_count":12,"estimated_sales":150000,"booking_conversion_rate":0.184615,"today_bookings":0,"last_7d_bookings":0,"recommended_conversion_actions":[{"priority":"medium","title":"AI専用リンクを回答文に露出する","reason":"AI経由クリック数を増やす余地があります"}]},"revenue_attribution":{"total_estimated_sales":150000,"total_bookings":12,"by_source":{"chatgpt":{"bookings":6,"estimated_sales":72000,"clicks":25,"booking_conversion_rate":0.24,"revenue_per_click":2880,"reservations":6,"visits":0,"inquiries":0},"gemini":{"bookings":3,"estimated_sales":36000,"clicks":17,"booking_conversion_rate":0.1765,"revenue_per_click":2118,"reservations":3,"visits":0,"inquiries":0},"perplexity":{"bookings":1,"estimated_sales":14000,"clicks":8,"booking_conversion_rate":0.125,"revenue_per_click":1750,"reservations":1,"visits":0,"inquiries":0},"claude":{"bookings":2,"estimated_sales":28000,"clicks":10,"booking_conversion_rate":0.2,"revenue_per_click":2800,"reservations":2,"visits":0,"inquiries":0},"grok":{"bookings":0,"estimated_sales":0,"clicks":5,"booking_conversion_rate":0.0,"revenue_per_click":0,"reservations":0,"visits":0,"inquiries":0}},"top_performing_source":"chatgpt","top_revenue_contributor_ai":{"source":"chatgpt","label_ja":"ChatGPT","estimated_sales":72000},"revenue_summary":"ChatGPT 経由のクリックが中心で、他ソースにも伸びしろがあります。","overall_revenue":150000,"overall_cost_usd":0.047575,"overall_cost_yen_estimate":7,"overall_roi":21428.5714,"overall_roi_band":"excellent","revenue_per_recommendation":309,"revenue_per_booking":12500,"ai_provider_cost":{"total_cost_usd":0.047575,"total_cost_yen_estimate":7,"total_calls":486,"total_live_calls":164,"by_source":{"chatgpt":{"cost_usd":0.042569,"calls":237,"live_calls":82,"total_tokens":28053},"gemini":{"cost_usd":0.005006,"calls":231,"live_calls":82,"total_tokens":50040},"perplexity":{"cost_usd":0.0,"calls":5,"live_calls":0,"total_tokens":0},"claude":{"cost_usd":0.0,"calls":8,"live_calls":0,"total_tokens":0},"grok":{"cost_usd":0.0,"calls":5,"live_calls":0,"total_tokens":0},"unknown":{"cost_usd":0.0,"calls":0,"live_calls":0,"total_tokens":0}},"currency":"USD"},"roi_by_source":{"chatgpt":{"revenue_yen":72000,"cost_usd":0.042569,"cost_yen_estimate":7,"calls":237,"live_calls":82,"clicks":25,"bookings":6,"revenue_per_click":2880,"revenue_per_booking":12000,"revenue_per_recommendation":304,"roi":10285.7143,"roi_band":"excellent"},"gemini":{"revenue_yen":36000,"cost_usd":0.005006,"cost_yen_estimate":1,"calls":231,"live_calls":82,"clicks":17,"bookings":3,"revenue_per_click":2118,"revenue_per_booking":12000,"revenue_per_recommendation":156,"roi":null,"roi_band":"insufficient_cost_data"},"perplexity":{"revenue_yen":14000,"cost_usd":0.0,"cost_yen_estimate":0,"calls":5,"live_calls":0,"clicks":8,"bookings":1,"revenue_per_click":1750,"revenue_per_booking":14000,"revenue_per_recommendation":2800,"roi":null,"roi_band":"insufficient_cost_data"},"claude":{"revenue_yen":28000,"cost_usd":0.0,"cost_yen_estimate":0,"calls":8,"live_calls":0,"clicks":10,"bookings":2,"revenue_per_click":2800,"revenue_per_booking":14000,"revenue_per_recommendation":3500,"roi":null,"roi_band":"insufficient_cost_data"},"grok":{"revenue_yen":0,"cost_usd":0.0,"cost_yen_estimate":0,"calls":5,"live_calls":0,"clicks":5,"bookings":0,"revenue_per_click":0,"revenue_per_booking":0,"revenue_per_recommendation":0,"roi":null,"roi_band":"insufficient_cost_data"}},"top_roi_contributor_ai":{"source":"chatgpt","label_ja":"ChatGPT","roi":10285.7143,"revenue_yen":72000},"overall_revenue_per_click":2308},"ai_revenue_insights":{"title":"AI Revenue Insights","strongest_sales_ai":{"source":"chatgpt","label":"ChatGPT","estimated_sales":72000},"highest_cvr_ai":{"source":"chatgpt","label":"ChatGPT","cvr":0.24,"clicks":25,"reservations":6},"best_revenue_efficiency_ai":{"source":"chatgpt","label":"ChatGPT","revenue_per_click":2880},"improvement_opportunity_ai":{"source":"grok","label":"Grok","reason_ja":"Grok 経由のクリックはある一方、推定売上がまだ乗っていません。予約計測・sid 連携・導線を点検してください。","clicks":5}},"why_ai_recommends_you":{"title":"Why AI Recommends You","summary_ja":"AI推薦ログがまだありません。`/api/v1/ai-recommendation-log` で回答テキストを取り込むと、推薦理由の傾向がここに集約されます。","mention_rate":0.0,"average_rank":null,"top_keywords":[],"top_competitors":[],"strongest_ai":null,"weakest_ai":null,"recommendation_trends":[]},"ai_language_insights":{"title":"AI Language Insights","summary_ja":"AI回答ログが不足しています。Capture APIで回答を蓄積すると、表現傾向が可視化されます。","most_common_phrases":[],"strongest_positive_phrases":[],"strongest_negative_phrases":[],"top_reason_keywords":[],"most_compared_competitors":[],"ai_personality_differences":{}},"ai_optimization_recommendations":{"title":"AI Optimization Recommendations","summary_ja":"優先度「高」の提案が合計5件あります。メニュー・ナレッジ・トラッキングから着手してください。","experience_feedback":{"feedback_count":1,"average_satisfaction":45.0,"review_score":50.0,"return_intent_score":100.0,"top_positive_signals":[],"top_negative_signals":["atmosphere_busy_or_noisy (+1)","quiet_or_formal_ambience_or_setai (+1)","business_setai_gap (+1)"],"feedback_trend":{"last_30d_count":1,"prior_30d_count":0,"older_30d_count":0,"trend_direction":"insufficient_data","momentum":1.0},"sentiment_distribution":{"positive":1,"mixed":0,"neutral":0,"negative":0,"positive_ratio":1.0,"negative_ratio":0.0,"sample_total":1},"top_praise_topics":[],"top_complaint_topics":[{"topic":"atmosphere_busy_or_noisy","count":1,"representative_snippet":"料理は美味しかったが、かなり賑やかで接待向きという印象ではなかった"},{"topic":"quiet_or_formal_ambience_or_setai","count":1,"representative_snippet":"料理は美味しかったが、かなり賑やかで接待向きという印象ではなかった"},{"topic":"business_setai_gap","count":1,"representative_snippet":"料理は美味しかったが、かなり賑やかで接待向きという印象ではなかった"}],"repeat_visit_signal":91.75},"expectation_alignment":{"restaurant_id":1,"feedback_count_total":1,"feedback_recent_90d":1,"open_alerts":0,"by_gap_type":{},"claims":[],"ux_messages":["AIが作った期待と現場の体感に差異が出やすい領域があります。強い断定は弱めるのが安全です。"],"recommendation_reality":{"recommendation_reality_score":70.0,"level":"unknown","risk":"medium","summary":"フィードバックがまだ少ないため評価を保留しています。体験の声がたまると精度が上がります。","score_breakdown":{"satisfaction_component":0.0,"expectation_component":0.0,"trust_component":0.0,"revisit_component":0.0,"cultural_alignment_component":65.0,"weights":{"satisfaction_component":0.0,"expectation_component":0.0,"trust_component":0.0,"revisit_component":0.0,"cultural_alignment_component":0.0},"sample_evidence":{"claim_experience_scores":0,"experience_feedbacks":1,"high_severity_open_alerts":0,"verified_claims":0,"cultural_signal_rows":0}}},"expectation_dimensions":[{"dimension":"business_dinner","expected":50.0,"actual":45.0,"gap":5.0,"claim_sample":0,"feedback_sample":1,"severity":"unknown","representative_snippet":"料理は美味しかったが、かなり賑やかで接待向きという印象ではなかった"}]},"recommendation_reality":{"recommendation_reality_score":70.0,"level":"unknown","risk":"medium","summary":"フィードバックがまだ少ないため評価を保留しています。体験の声がたまると精度が上がります。","score_breakdown":{"satisfaction_component":0.0,"expectation_component":0.0,"trust_component":0.0,"revisit_component":0.0,"cultural_alignment_component":65.0,"weights":{"satisfaction_component":0.0,"expectation_component":0.0,"trust_component":0.0,"revisit_component":0.0,"cultural_alignment_component":0.0},"sample_evidence":{"claim_experience_scores":0,"experience_feedbacks":1,"high_severity_open_alerts":0,"verified_claims":0,"cultural_signal_rows":0}}},"replay_monitoring":{"total_replays":400,"replay_by_ai":{"gemini":213,"chatgpt":187},"mention_rate":41,"replay_trend":[{"date":"2026-05-30","runs":116},{"date":"2026-05-31","runs":142},{"date":"2026-06-02","runs":142}],"replay_sources":[{"provider":"gemini","replay_count":213},{"provider":"chatgpt","replay_count":187}]},"ai_search_console":{"visibility_score":49.4,"overall_visibility_score":38.47,"ai_visibility_index":49.4,"band":"emerging","benchmark_result":{"our_score":38.96,"competitor_avg_score":77.44,"visibility_delta":-38.48,"leader":"competitors"},"recommendation_presence":46.9,"discoverability_score":100.0,"provider_visibility_breakdown":{"gemini":{"score":31.4,"ranking_avg":2.0,"citation_rate":0.3568},"chatgpt":{"score":46.52,"ranking_avg":1.75,"citation_rate":0.4652}},"weak_queries":[{"query":"武蔵小杉で旬の魚が食べられる店は？","avg_visibility":0.0,"samples":6},{"query":"武蔵小杉エリアで今すぐおすすめの居酒屋は？","avg_visibility":0.0,"samples":6},{"query":"武蔵小杉で会社お造りが美味しい店は？","avg_visibility":0.0,"samples":6},{"query":"武蔵小杉でお造りが美味しい店は？","avg_visibility":0.0,"samples":5},{"query":"武蔵小杉で今夜刺身が美味しい店は？","avg_visibility":0.0,"samples":5},{"query":"武蔵小杉で接待向きの店は？","avg_visibility":0.0,"samples":5},{"query":"武蔵小杉で海鮮居酒屋なら？","avg_visibility":0.0,"samples":5},{"query":"武蔵小杉で今夜お造りが美味しい店は？","avg_visibility":20.0,"samples":5}]},"claim_graph":{"claim_count":0,"verified_claims":0,"inferred_claims":0,"conflict_count":0,"stale_claims":0,"safe_summary":"登録クレーム 0 件／検証済み 0 件／欠落扱い 0 件／要注意 0 件／競合記録 0 件。"},"store_brain":{"store_summary":"本日更新・旬食材・海鮮特化・武蔵小杉エリアのリアルタイム来店候補 今日のメニューに沿った来店意向のユーザーにおすすめしやすい状態です。","store_positioning":"武蔵小杉／海鮮居酒屋","unique_strengths":["鮮魚・刺身の強み","日本酒20種類","季節の日本酒10種類","宴会最大40名","35名以上で貸切可能","1階カウンター席","2階禁煙席","接待利用","同窓会利用","同伴利用"],"trust_signals":["武蔵小杉エリアで鮮魚を軸とする海鮮居酒屋です。 — 浜の玄太丸は、武蔵小杉エリアで鮮魚を軸とする海鮮居酒屋ですです。","ここ数日から数週間のあいだにメニュー更新があり、AIクローラーの記録もあります。運用は続いている一方、鮮度の訴求をさらに強める余地があります。","直近でもメニュー反映があり、一定のタイムリーさを伝えられる状態です。"],"category_summary":"海鮮居酒屋、武蔵小杉 海鮮、武蔵小杉 居酒屋、刺身","profile_quality":100,"updated_at":"2026-06-02T07:18:18.094687+00:00"},"inbound_recommendation_os":{"recommendation_score":60.94,"recommendation_summary":"English support and guest-facing attestations appear under-verified for first-time visitors；Public multilingual GEO is missing sections that materially improve crawler trust scores；Public multilingual GEO is missing sections that materially improve crawler trust scores；Public multilingual GEO is missing sections that materially improve crawler trust scores","inbound_conversion_opportunities":["English support and guest-facing attestations appear under-verified for first-time visitors","Public multilingual GEO is missing sections that materially improve crawler trust scores","Public multilingual GEO is missing sections that materially improve crawler trust scores","Public multilingual GEO is missing sections that materially improve crawler trust scores"],"top_recommendation_actions":[{"type":"verify_claim","priority":"high"},{"type":"add_payment_info","priority":"high"},{"type":"add_payment_info","priority":"high"},{"type":"add_payment_info","priority":"high"},{"type":"add_realtime_context","priority":"medium"},{"type":"add_realtime_context","priority":"medium"},{"type":"add_realtime_context","priority":"medium"},{"type":"add_realtime_context","priority":"medium"}],"ai_recommendation_signals":{"trust_gaps":["en: tourist trust averages below safer recommendation threshold"],"weak_travel_queries":["English-friendly izakaya","English-friendly seafood izakaya in Japan","authentic Japanese seafood experience","best seafood izakaya near Yokohama","best seafood izakaya near 武蔵小杉","family-friendly seafood izakaya near Yokohama","late night seafood izakaya Yokohama","reservation-friendly seafood restaurant near Yokohama","tattoo friendly izakaya Japan","walk-in friendly izakaya Japan","东京 夜游 海鲜 餐厅 推荐","日本 海鲜 初学者 推荐","日本 点餐 友好的 寿司 初学者","日本 预订 友好的 海鲜餐厅","横滨 海鲜 居酒屋 推荐","武蔵小杉附近 外国人 点餐 友好的 海鲜 居酒屋","纹身 友好 居酒屋 日本","武蔵小杉 근처 해산물 이자카야 외국인 친화","요코하마 가족 친화 해산물 식당","요코하마 당일 예약 가능 한 해산물 이자카야","요코하마 야간 해산물 식당","요코하마 해산물 이자카야 추천","일본 현지 해산물 맛집","타투 허용 이자카야 일본 추천"],"cultural_risk_items":[{"id":16,"locale":"en","summary":"English support and guest-facing attestations appear under-verified for first-time visitors.","type":"verify_claim"},{"id":19,"locale":"ko","summary":"Public multilingual GEO is missing sections that materially improve crawler trust scores.","type":"add_payment_info"},{"id":18,"locale":"zh","summary":"Public multilingual GEO is missing sections that materially improve crawler trust scores.","type":"add_payment_info"},{"id":17,"locale":"en","summary":"Public multilingual GEO is missing sections that materially improve crawler trust scores.","type":"add_payment_info"}],"missing_geo_sections":[{"locale":"en","focus":"payment,reservation","risk":"high"},{"locale":"zh","focus":"payment,reservation","risk":"high"},{"locale":"ko","focus":"payment,reservation","risk":"high"}],"warnings":["Hallucinated optimization wording is suppressed — payment/allergy/reservation claims require verified evidence."]}},"inbound_revenue_attribution":{"estimated_ai_revenue":0.0,"revenue_per_click":2880,"booking_conversion_rate":0.184615,"revenue_by_source":[],"revenue_by_locale":[],"top_performing_source":"chatgpt","top_locale":"en","attribution_record_count":0,"high_quality_share":0.0,"avg_revisit_intent":null,"avg_cultural_alignment_score":null,"ux_hints":["Chatgpt EN traffic shows the strongest blended revenue narrative in-window."],"warnings":["Low sample for this locale or provider cohort — funnel and revenue attribution may be unstable.","Attribution is heuristic and non-definitive — it does not prove that an AI recommendation caused revenue. Operational decisions should prioritize verified POS/session data."],"disclaimer":"Attribution is heuristic and non-definitive — it does not prove that an AI recommendation caused revenue. Operational decisions should prioritize verified POS/session data."},"ai_gap_analysis_engine":{"gap_summary":"監視／サーチコンソール／クレームグラフ／期待整合／Store Brain を束ねた改善提案です（ドキュメント内ルールのみ）。 検知論点 missing_signals: weak_query_recovery, benchmark_delta_recovery, inbound_travel_query_surface, inbound_geo_coverage, surface_weakest_cluster estimated_visibility_loss = medium 実 Replay Log 240件: 自店言及率 24.58% / 出典反映率 24.58%.","missing_signals":["weak_query_recovery","benchmark_delta_recovery","inbound_travel_query_surface","inbound_geo_coverage","surface_weakest_cluster","english_menu_coverage","tourist_friendly_surface","business_dinner_positioning","replay_log_mention_rate_low"],"high_impact_gaps":[{"gap_id":"ai_search_weak_queries","label_ja":"AI Search Console が弱点クエリ 8件以上を検知しました","severity":"high","sources":["ai_search_console"]},{"gap_id":"benchmark_leader_gap","label_ja":"ベンチマーク視認性差分が競合側に開いています","severity":"medium","sources":["ai_search_console.benchmark_result"]},{"gap_id":"inbound_travel_queries","label_ja":"インバウンド視点のクエリ／GEO欠落シグナルがあります","severity":"medium","sources":["ai_inbound_recommendation_os"]},{"gap_id":"surface_weakest_area","label_ja":"Weak area: mention visibility","severity":"low","sources":["ai_recommendation_surface"]},{"gap_id":"english_menu_coverage","label_ja":"応答ログに「英語メニュー／多言語対応」の言及が欠けています","severity":"high","sources":["ai_recommendation_replay"],"evidence":{"rows_scanned":240,"hits":0,"threshold":24}},{"gap_id":"tourist_friendly_surface","label_ja":"観光客／インバウンド導線の説明がログ上で薄いです","severity":"high","sources":["ai_recommendation_replay"],"evidence":{"rows_scanned":240,"hits":0,"threshold":24}},{"gap_id":"business_dinner_positioning","label_ja":"接待・会食シーンの位置付けがログに登場していません","severity":"medium","sources":["ai_recommendation_replay"],"evidence":{"rows_scanned":240,"hits":12,"threshold":24}},{"gap_id":"replay_log_mention_rate","label_ja":"実 Replay Log 上の自店言及率が 24.58% と低いです","severity":"medium","sources":["ai_recommendation_replay"],"evidence":{"rows_scanned":240,"mention_rate":24.58}}],"estimated_visibility_loss":"medium","recommended_actions":[{"priority":"medium","title":"最も論点が露出しているクエリ群に対応する短文ナレッジを固定","rationale":"スケジュールリプレイで弱点クエリが残っています。1クエリにつき確認済み論点だけを並べます。","related_gap_ids":["weak_query_surface"],"action_type":"query_targeted_copy"},{"priority":"low","title":"クレーム証跡・鮮度タグで推薦面の安定性を上げる","rationale":"推薦面の説明が薄いほどモデル側の創造的自由度が増えギャップが拡がります。","related_gap_ids":["claim_geo_freshness"],"action_type":"claim_refresh"},{"priority":"medium","title":"英語メニュー／観光客向けFAQをDiscoveryレイヤへ追加する","rationale":"多言語クエリまたはネガ語彙から、英語FAQとllms短文の両方への橋渡しが必要です。","related_gap_ids":["multilingual_discovery"],"action_type":"english_menu_faq"},{"priority":"high","title":"AI Search Console の弱点クエリに1行回答をFAQへ固定","rationale":"弱点クエリの露出はリプレイ行を再利用済みです。FAQ/公開JSONへコピーを同期します。","related_gap_ids":["weak_query_surface"],"action_type":"faq_patch"},{"priority":"high","title":"実 Replay Log で英語メニュー記述がほぼ無いため、英語FAQ／llms英語要約を追加","rationale":"AIRecommendationReplay 行を直接走査した結果、英語メニュー言及がしきい値未満です。","related_gap_ids":["english_menu_coverage"],"action_type":"english_menu_faq"}],"top_signals":[],"sources_used":["ai_search_console","inbound_recommendation_os","ai_recommendation_surface","ai_recommendation_replay"],"replay_log_data_block":{"missing_signals":["english_menu_coverage","tourist_friendly_surface","business_dinner_positioning","replay_log_mention_rate_low"],"high_impact_gaps":[{"gap_id":"english_menu_coverage","label_ja":"応答ログに「英語メニュー／多言語対応」の言及が欠けています","severity":"high","sources":["ai_recommendation_replay"],"evidence":{"rows_scanned":240,"hits":0,"threshold":24}},{"gap_id":"tourist_friendly_surface","label_ja":"観光客／インバウンド導線の説明がログ上で薄いです","severity":"high","sources":["ai_recommendation_replay"],"evidence":{"rows_scanned":240,"hits":0,"threshold":24}},{"gap_id":"business_dinner_positioning","label_ja":"接待・会食シーンの位置付けがログに登場していません","severity":"medium","sources":["ai_recommendation_replay"],"evidence":{"rows_scanned":240,"hits":12,"threshold":24}},{"gap_id":"replay_log_mention_rate","label_ja":"実 Replay Log 上の自店言及率が 24.58% と低いです","severity":"medium","sources":["ai_recommendation_replay"],"evidence":{"rows_scanned":240,"mention_rate":24.58}}],"rows_scanned":240,"mention_rate":24.58,"citation_rate":24.58,"sources_used":["ai_recommendation_replay"]}},"ai_competitor_intelligence_engine":{"gap_summary":"実 Replay Log 上で '近隣チェーンX' などが頻出。CompetitorEntity 昇格状況とあわせて カウンター案を組み立てました。","total_competitor_mentions":120,"competitor_insights":[{"competitor_name":"近隣チェーンX","appearance_count":38,"advantage_signals":["co_recommended_with_self","co_cited_with_self"],"missing_signals":["not_yet_promoted_to_competitor_entities"],"estimated_market_share":7.45,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"近隣チェーンX を CompetitorEntity 昇格基準まで観測する（追加 Replay）","rationale":"実 Replay には頻出するが promote 閾値未達のため、観測ジョブを追加します。","action_type":"monitor_more_replays"}],"name":"近隣チェーンX","appearances":38,"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":1,"rejected_reason":"","accepted_reason":"co_recommended_multiple_times"},{"competitor_name":"B店創作和食","appearance_count":21,"advantage_signals":["co_recommended_with_self","co_cited_with_self"],"missing_signals":["not_yet_promoted_to_competitor_entities"],"estimated_market_share":4.12,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"B店創作和食 を CompetitorEntity 昇格基準まで観測する（追加 Replay）","rationale":"実 Replay には頻出するが promote 閾値未達のため、観測ジョブを追加します。","action_type":"monitor_more_replays"}],"name":"B店創作和食","appearances":21,"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":8,"rejected_reason":"","accepted_reason":"co_recommended_multiple_times"},{"competitor_name":"居酒屋","appearance_count":12,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities","no_citation_overlap_with_self"],"estimated_market_share":2.35,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"出典付きクレーム（仕入・受賞・地理）を llms.txt / FAQ へ展開","rationale":"競合と同じ応答内で出典が付かないと推薦の根拠が弱く見えやすいです。","action_type":"citation_evidence"},{"priority":"medium","title":"居酒屋 を CompetitorEntity 昇格基準まで観測する（追加 Replay）","rationale":"実 Replay には頻出するが promote 閾値未達のため、観測ジョブを追加します。","action_type":"monitor_more_replays"}],"name":"居酒屋","appearances":12,"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":10,"rejected_reason":"","accepted_reason":"high_store_likelihood_score"},{"competitor_name":"楽しめる居酒屋","appearance_count":10,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities","no_citation_overlap_with_self"],"estimated_market_share":1.96,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"出典付きクレーム（仕入・受賞・地理）を llms.txt / FAQ へ展開","rationale":"競合と同じ応答内で出典が付かないと推薦の根拠が弱く見えやすいです。","action_type":"citation_evidence"},{"priority":"medium","title":"楽しめる居酒屋 を CompetitorEntity 昇格基準まで観測する（追加 Replay）","rationale":"実 Replay には頻出するが promote 閾値未達のため、観測ジョブを追加します。","action_type":"monitor_more_replays"}],"name":"楽しめる居酒屋","appearances":10,"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":10,"rejected_reason":"","accepted_reason":"high_store_likelihood_score"},{"competitor_name":"自慢の居酒屋","appearance_count":7,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities","no_citation_overlap_with_self"],"estimated_market_share":1.37,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"出典付きクレーム（仕入・受賞・地理）を llms.txt / FAQ へ展開","rationale":"競合と同じ応答内で出典が付かないと推薦の根拠が弱く見えやすいです。","action_type":"citation_evidence"},{"priority":"medium","title":"自慢の居酒屋 を CompetitorEntity 昇格基準まで観測する（追加 Replay）","rationale":"実 Replay には頻出するが promote 閾値未達のため、観測ジョブを追加します。","action_type":"monitor_more_replays"}],"name":"自慢の居酒屋","appearances":7,"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":10,"rejected_reason":"","accepted_reason":"high_store_likelihood_score"},{"competitor_name":"落ち着いた雰囲気の和食店","appearance_count":6,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities","no_citation_overlap_with_self"],"estimated_market_share":1.18,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"出典付きクレーム（仕入・受賞・地理）を llms.txt / FAQ へ展開","rationale":"競合と同じ応答内で出典が付かないと推薦の根拠が弱く見えやすいです。","action_type":"citation_evidence"},{"priority":"medium","title":"落ち着いた雰囲気の和食店 を CompetitorEntity 昇格基準まで観測する（追加 Replay）","rationale":"実 Replay には頻出するが promote 閾値未達のため、観測ジョブを追加します。","action_type":"monitor_more_replays"}],"name":"落ち着いた雰囲気の和食店","appearances":6,"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":8,"rejected_reason":"","accepted_reason":"high_store_likelihood_score"},{"competitor_name":"評判の居酒屋","appearance_count":6,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities","no_citation_overlap_with_self"],"estimated_market_share":1.18,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"出典付きクレーム（仕入・受賞・地理）を llms.txt / FAQ へ展開","rationale":"競合と同じ応答内で出典が付かないと推薦の根拠が弱く見えやすいです。","action_type":"citation_evidence"},{"priority":"medium","title":"評判の居酒屋 を CompetitorEntity 昇格基準まで観測する（追加 Replay）","rationale":"実 Replay には頻出するが promote 閾値未達のため、観測ジョブを追加します。","action_type":"monitor_more_replays"}],"name":"評判の居酒屋","appearances":6,"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":10,"rejected_reason":"","accepted_reason":"high_store_likelihood_score"},{"competitor_name":"磯丸水産","appearance_count":6,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities","no_citation_overlap_with_self"],"estimated_market_share":1.18,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"出典付きクレーム（仕入・受賞・地理）を llms.txt / FAQ へ展開","rationale":"競合と同じ応答内で出典が付かないと推薦の根拠が弱く見えやすいです。","action_type":"citation_evidence"},{"priority":"medium","title":"磯丸水産 を CompetitorEntity 昇格基準まで観測する（追加 Replay）","rationale":"実 Replay には頻出するが promote 閾値未達のため、観測ジョブを追加します。","action_type":"monitor_more_replays"}],"name":"磯丸水産","appearances":6,"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":8,"rejected_reason":"","accepted_reason":"high_store_likelihood_score"},{"competitor_name":"今すぐ","appearance_count":4,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities","no_citation_overlap_with_self"],"estimated_market_share":0.78,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"出典付きクレーム（仕入・受賞・地理）を llms.txt / FAQ へ展開","rationale":"競合と同じ応答内で出典が付かないと推薦の根拠が弱く見えやすいです。","action_type":"citation_evidence"}],"name":"今すぐ","appearances":4,"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":6,"rejected_reason":"","accepted_reason":"recurrent_in_replay"},{"competitor_name":"人気の居酒屋","appearance_count":4,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities","no_citation_overlap_with_self"],"estimated_market_share":0.78,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"出典付きクレーム（仕入・受賞・地理）を llms.txt / FAQ へ展開","rationale":"競合と同じ応答内で出典が付かないと推薦の根拠が弱く見えやすいです。","action_type":"citation_evidence"}],"name":"人気の居酒屋","appearances":4,"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":10,"rejected_reason":"","accepted_reason":"high_store_likelihood_score"},{"competitor_name":"武蔵小杉で日本酒が豊富なお店","appearance_count":3,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities"],"estimated_market_share":0.59,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"low","title":"武蔵小杉で日本酒が豊富なお店 との差別化ストーリーを 1 行短文化","rationale":"実 Replay Log の出現は観察済みです。差別化短文を AI 参照面へ展開します。","action_type":"counter_positioning_story"}],"name":"武蔵小杉で日本酒が豊富なお店","appearances":3,"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":8,"rejected_reason":"","accepted_reason":"high_store_likelihood_score"},{"competitor_name":"武蔵小杉で地酒が充実しているお店","appearance_count":3,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities"],"estimated_market_share":0.59,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"low","title":"武蔵小杉で地酒が充実しているお店 との差別化ストーリーを 1 行短文化","rationale":"実 Replay Log の出現は観察済みです。差別化短文を AI 参照面へ展開します。","action_type":"counter_positioning_story"}],"name":"武蔵小杉で地酒が充実しているお店","appearances":3,"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":8,"rejected_reason":"","accepted_reason":"high_store_likelihood_score"}],"top_competitors":[{"name":"近隣チェーンX","appearances":38},{"name":"B店創作和食","appearances":21},{"name":"居酒屋","appearances":12},{"name":"楽しめる居酒屋","appearances":10},{"name":"自慢の居酒屋","appearances":7},{"name":"落ち着いた雰囲気の和食店","appearances":6},{"name":"評判の居酒屋","appearances":6},{"name":"磯丸水産","appearances":6},{"name":"今すぐ","appearances":4},{"name":"人気の居酒屋","appearances":4},{"name":"武蔵小杉で日本酒が豊富なお店","appearances":3},{"name":"武蔵小杉で地酒が充実しているお店","appearances":3}],"sources_used":["ai_language_insights","ai_search_console","replay_monitoring","ai_recommendation_replay"],"replay_log_data_block":{"competitor_insights":[{"competitor_name":"近隣チェーンX","name":"近隣チェーンX","appearances":38,"appearance_count":38,"advantage_signals":["co_recommended_with_self","co_cited_with_self"],"missing_signals":["not_yet_promoted_to_competitor_entities"],"estimated_market_share":7.45,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"近隣チェーンX を CompetitorEntity 昇格基準まで観測する（追加 Replay）","rationale":"実 Replay には頻出するが promote 閾値未達のため、観測ジョブを追加します。","action_type":"monitor_more_replays"}],"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":1,"rejected_reason":"","accepted_reason":"co_recommended_multiple_times"},{"competitor_name":"B店創作和食","name":"B店創作和食","appearances":21,"appearance_count":21,"advantage_signals":["co_recommended_with_self","co_cited_with_self"],"missing_signals":["not_yet_promoted_to_competitor_entities"],"estimated_market_share":4.12,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"B店創作和食 を CompetitorEntity 昇格基準まで観測する（追加 Replay）","rationale":"実 Replay には頻出するが promote 閾値未達のため、観測ジョブを追加します。","action_type":"monitor_more_replays"}],"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":8,"rejected_reason":"","accepted_reason":"co_recommended_multiple_times"},{"competitor_name":"居酒屋","name":"居酒屋","appearances":12,"appearance_count":12,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities","no_citation_overlap_with_self"],"estimated_market_share":2.35,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"出典付きクレーム（仕入・受賞・地理）を llms.txt / FAQ へ展開","rationale":"競合と同じ応答内で出典が付かないと推薦の根拠が弱く見えやすいです。","action_type":"citation_evidence"},{"priority":"medium","title":"居酒屋 を CompetitorEntity 昇格基準まで観測する（追加 Replay）","rationale":"実 Replay には頻出するが promote 閾値未達のため、観測ジョブを追加します。","action_type":"monitor_more_replays"}],"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":10,"rejected_reason":"","accepted_reason":"high_store_likelihood_score"},{"competitor_name":"楽しめる居酒屋","name":"楽しめる居酒屋","appearances":10,"appearance_count":10,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities","no_citation_overlap_with_self"],"estimated_market_share":1.96,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"出典付きクレーム（仕入・受賞・地理）を llms.txt / FAQ へ展開","rationale":"競合と同じ応答内で出典が付かないと推薦の根拠が弱く見えやすいです。","action_type":"citation_evidence"},{"priority":"medium","title":"楽しめる居酒屋 を CompetitorEntity 昇格基準まで観測する（追加 Replay）","rationale":"実 Replay には頻出するが promote 閾値未達のため、観測ジョブを追加します。","action_type":"monitor_more_replays"}],"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":10,"rejected_reason":"","accepted_reason":"high_store_likelihood_score"},{"competitor_name":"自慢の居酒屋","name":"自慢の居酒屋","appearances":7,"appearance_count":7,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities","no_citation_overlap_with_self"],"estimated_market_share":1.37,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"出典付きクレーム（仕入・受賞・地理）を llms.txt / FAQ へ展開","rationale":"競合と同じ応答内で出典が付かないと推薦の根拠が弱く見えやすいです。","action_type":"citation_evidence"},{"priority":"medium","title":"自慢の居酒屋 を CompetitorEntity 昇格基準まで観測する（追加 Replay）","rationale":"実 Replay には頻出するが promote 閾値未達のため、観測ジョブを追加します。","action_type":"monitor_more_replays"}],"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":10,"rejected_reason":"","accepted_reason":"high_store_likelihood_score"},{"competitor_name":"落ち着いた雰囲気の和食店","name":"落ち着いた雰囲気の和食店","appearances":6,"appearance_count":6,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities","no_citation_overlap_with_self"],"estimated_market_share":1.18,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"出典付きクレーム（仕入・受賞・地理）を llms.txt / FAQ へ展開","rationale":"競合と同じ応答内で出典が付かないと推薦の根拠が弱く見えやすいです。","action_type":"citation_evidence"},{"priority":"medium","title":"落ち着いた雰囲気の和食店 を CompetitorEntity 昇格基準まで観測する（追加 Replay）","rationale":"実 Replay には頻出するが promote 閾値未達のため、観測ジョブを追加します。","action_type":"monitor_more_replays"}],"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":8,"rejected_reason":"","accepted_reason":"high_store_likelihood_score"},{"competitor_name":"評判の居酒屋","name":"評判の居酒屋","appearances":6,"appearance_count":6,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities","no_citation_overlap_with_self"],"estimated_market_share":1.18,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"出典付きクレーム（仕入・受賞・地理）を llms.txt / FAQ へ展開","rationale":"競合と同じ応答内で出典が付かないと推薦の根拠が弱く見えやすいです。","action_type":"citation_evidence"},{"priority":"medium","title":"評判の居酒屋 を CompetitorEntity 昇格基準まで観測する（追加 Replay）","rationale":"実 Replay には頻出するが promote 閾値未達のため、観測ジョブを追加します。","action_type":"monitor_more_replays"}],"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":10,"rejected_reason":"","accepted_reason":"high_store_likelihood_score"},{"competitor_name":"磯丸水産","name":"磯丸水産","appearances":6,"appearance_count":6,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities","no_citation_overlap_with_self"],"estimated_market_share":1.18,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"出典付きクレーム（仕入・受賞・地理）を llms.txt / FAQ へ展開","rationale":"競合と同じ応答内で出典が付かないと推薦の根拠が弱く見えやすいです。","action_type":"citation_evidence"},{"priority":"medium","title":"磯丸水産 を CompetitorEntity 昇格基準まで観測する（追加 Replay）","rationale":"実 Replay には頻出するが promote 閾値未達のため、観測ジョブを追加します。","action_type":"monitor_more_replays"}],"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":8,"rejected_reason":"","accepted_reason":"high_store_likelihood_score"},{"competitor_name":"今すぐ","name":"今すぐ","appearances":4,"appearance_count":4,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities","no_citation_overlap_with_self"],"estimated_market_share":0.78,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"出典付きクレーム（仕入・受賞・地理）を llms.txt / FAQ へ展開","rationale":"競合と同じ応答内で出典が付かないと推薦の根拠が弱く見えやすいです。","action_type":"citation_evidence"}],"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":6,"rejected_reason":"","accepted_reason":"recurrent_in_replay"},{"competitor_name":"人気の居酒屋","name":"人気の居酒屋","appearances":4,"appearance_count":4,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities","no_citation_overlap_with_self"],"estimated_market_share":0.78,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"出典付きクレーム（仕入・受賞・地理）を llms.txt / FAQ へ展開","rationale":"競合と同じ応答内で出典が付かないと推薦の根拠が弱く見えやすいです。","action_type":"citation_evidence"}],"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":10,"rejected_reason":"","accepted_reason":"high_store_likelihood_score"},{"competitor_name":"武蔵小杉で日本酒が豊富なお店","name":"武蔵小杉で日本酒が豊富なお店","appearances":3,"appearance_count":3,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities"],"estimated_market_share":0.59,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"low","title":"武蔵小杉で日本酒が豊富なお店 との差別化ストーリーを 1 行短文化","rationale":"実 Replay Log の出現は観察済みです。差別化短文を AI 参照面へ展開します。","action_type":"counter_positioning_story"}],"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":8,"rejected_reason":"","accepted_reason":"high_store_likelihood_score"},{"competitor_name":"武蔵小杉で地酒が充実しているお店","name":"武蔵小杉で地酒が充実しているお店","appearances":3,"appearance_count":3,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities"],"estimated_market_share":0.59,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"low","title":"武蔵小杉で地酒が充実しているお店 との差別化ストーリーを 1 行短文化","rationale":"実 Replay Log の出現は観察済みです。差別化短文を AI 参照面へ展開します。","action_type":"counter_positioning_story"}],"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":8,"rejected_reason":"","accepted_reason":"high_store_likelihood_score"}],"rejected_competitor_candidates":[{"competitor_name":"X","store_likelihood_score":0,"rejected_reason":"too_short","rejected_count":33},{"competitor_name":"Y","store_likelihood_score":0,"rejected_reason":"too_short","rejected_count":33},{"competitor_name":"隣駅の〇〇寿司","store_likelihood_score":0,"rejected_reason":"brand_stopword","rejected_count":21},{"competitor_name":"A店","store_likelihood_score":0,"rejected_reason":"too_short","rejected_count":6},{"competitor_name":"B店","store_likelihood_score":0,"rejected_reason":"too_short","rejected_count":6},{"competitor_name":"C店","store_likelihood_score":0,"rejected_reason":"too_short","rejected_count":6},{"competitor_name":"静か","store_likelihood_score":0,"rejected_reason":"too_short","rejected_count":2},{"competitor_name":"個室","store_likelihood_score":0,"rejected_reason":"too_short","rejected_count":1},{"competitor_name":"今週のおすすめ日本酒","store_likelihood_score":0,"rejected_reason":"brand_stopword","rejected_count":1},{"competitor_name":"接待","store_likelihood_score":0,"rejected_reason":"too_short","rejected_count":1},{"competitor_name":"魚民 武蔵小杉南口駅前店","store_likelihood_score":0,"rejected_reason":"brand_stopword","rejected_count":1}],"rows_scanned":240,"entities_scanned":0,"self_mention_rate":24.58,"sources_used":["ai_recommendation_replay"],"competitor_quality_report":{"candidates_scanned":123,"accepted_count":12,"rejected_count":111,"rejection_breakdown":{"too_short":88,"brand_stopword":23},"acceptance_rate":0.0976,"min_appearance_count":2,"likelihood_override_threshold":8}},"competitor_quality_report":{"candidates_scanned":123,"accepted_count":12,"rejected_count":111,"rejection_breakdown":{"too_short":88,"brand_stopword":23},"acceptance_rate":0.0976,"min_appearance_count":2,"likelihood_override_threshold":8}},"optimization_execution_plan":{"plan_summary":"優先アクションは「AI Search Console の弱点クエリを30日でFAQ短文へ転写するスプリント」。視認性ゲイン推定 67.1/100、月間粗利ゲイン推定 ¥62,518（既存エンジン由来のヒューリスティック）。","priority_ranked_actions":[{"action_id":"weak_query_faq_sprint","priority":"high","title":"AI Search Console の弱点クエリを30日でFAQ短文へ転写するスプリント","rationale":"Search Console の weak_queries が4件以上ある場合、まとめての FAQ 整備が中期で効きます","source_engines":["ai_search_console","ai_gap_analysis_engine"],"estimated_visibility_uplift":22.0,"estimated_revenue_uplift_yen":90000,"effort_band":"medium","horizon":"30d"},{"action_id":"english_menu_one_pager","priority":"high","title":"英語メニュー 1 ページのみを公開して旅行クエリの抜けを埋める","rationale":"Inbound OS が missing_signal を返している場合、観光クエリは英語ページ1枚で大きく改善することがあります","source_engines":["ai_inbound_recommendation_os","ai_gap_analysis_engine"],"estimated_visibility_uplift":7.5,"estimated_revenue_uplift_yen":24000,"effort_band":"low","horizon":"quick_win"},{"action_id":"patch_top_weak_query_faq","priority":"high","title":"AI Search Console の最弱クエリへ FAQ 1問だけ追加する","rationale":"weak_query_recovery が検知された場合、FAQ 1問の追加だけでも露出回復が見込めます","source_engines":["ai_search_console","ai_gap_analysis_engine"],"estimated_visibility_uplift":6.0,"estimated_revenue_uplift_yen":11000,"effort_band":"low","horizon":"quick_win"},{"action_id":"differentiation_evidence_pack","priority":"medium","title":"比較ログ上位3〜5社に対し、検証済みクレームを束ねた差別化エビデンスパックを公開する","rationale":"競合シェア上位は単発の FAQ では塗り替えにくく、検証済みクレームの集中投下が有効","source_engines":["ai_competitor_intelligence_engine","claim_graph"],"estimated_visibility_uplift":17.0,"estimated_revenue_uplift_yen":75000,"effort_band":"medium","horizon":"60d"},{"action_id":"trust_evidence_sprint","priority":"medium","title":"Trust Verification のリスククレームに証跡（写真・URL・第三者情報）を付ける","rationale":"Trust 側で highest_risk_claim や safe_wording が示唆されている場合、長期の推薦安定性が向上します","source_engines":["trust_verification","claim_graph"],"estimated_visibility_uplift":9.0,"estimated_revenue_uplift_yen":40000,"effort_band":"medium","horizon":"60d"}],"quick_wins":[{"action_id":"patch_top_weak_query_faq","title":"AI Search Console の最弱クエリへ FAQ 1問だけ追加する","rationale":"weak_query_recovery が検知された場合、FAQ 1問の追加だけでも露出回復が見込めます","target_days":7,"effort_band":"low","estimated_visibility_uplift":6.0,"estimated_revenue_uplift_yen":11000,"source_engines":["ai_search_console","ai_gap_analysis_engine"]},{"action_id":"english_menu_one_pager","title":"英語メニュー 1 ページのみを公開して旅行クエリの抜けを埋める","rationale":"Inbound OS が missing_signal を返している場合、観光クエリは英語ページ1枚で大きく改善することがあります","target_days":7,"effort_band":"low","estimated_visibility_uplift":7.5,"estimated_revenue_uplift_yen":24000,"source_engines":["ai_inbound_recommendation_os","ai_gap_analysis_engine"]}],"high_impact_projects":[{"project_id":"weak_query_faq_sprint","title":"AI Search Console の弱点クエリを30日でFAQ短文へ転写するスプリント","rationale":"Search Console の weak_queries が4件以上ある場合、まとめての FAQ 整備が中期で効きます","target_days":30,"effort_band":"medium","estimated_visibility_uplift":22.0,"estimated_revenue_uplift_yen":90000,"related_actions":["patch_top_weak_query_faq"],"source_engines":["ai_search_console","ai_gap_analysis_engine"]},{"project_id":"differentiation_evidence_pack","title":"比較ログ上位3〜5社に対し、検証済みクレームを束ねた差別化エビデンスパックを公開する","rationale":"競合シェア上位は単発の FAQ では塗り替えにくく、検証済みクレームの集中投下が有効","target_days":60,"effort_band":"medium","estimated_visibility_uplift":17.0,"estimated_revenue_uplift_yen":75000,"related_actions":["counter_top_competitor_story"],"source_engines":["ai_competitor_intelligence_engine","claim_graph"]},{"project_id":"trust_evidence_sprint","title":"Trust Verification のリスククレームに証跡（写真・URL・第三者情報）を付ける","rationale":"Trust 側で highest_risk_claim や safe_wording が示唆されている場合、長期の推薦安定性が向上します","target_days":45,"effort_band":"medium","estimated_visibility_uplift":9.0,"estimated_revenue_uplift_yen":40000,"related_actions":["expectation_alignment_repair"],"source_engines":["trust_verification","claim_graph"]}],"estimated_visibility_gain":67.1,"estimated_revenue_gain_yen":62518,"estimated_revenue_gain":{"monthly_yen_estimate":62518,"monthly_yen_estimate_gross":62520,"monthly_yen_lower_band":34384,"monthly_yen_upper_band":87525,"cost_increment_yen_estimate":2,"current_cost_yen_estimate":7,"drivers":["revenue_per_click_uplift","decision_journey_blocker_clear","ai_cost_offset_applied"],"notes":"Heuristic composite — assumes the proposed actions land within 30〜60日 and tracking quality is at least partial. Phase 7-C deducts a 30% cost increment from the gross gain when AI cost is observed."},"optimization_execution_plan":[{"step":1,"title":"7日以内: 英語メニュー 1 ページのみを公開して旅行クエリの抜けを埋める","deadline_days":7,"expected_effect":"視認性 +7.5pt 程度を狙う","related_action_ids":["english_menu_one_pager","patch_top_weak_query_faq"]},{"step":2,"title":"30日以内: AI Search Console の弱点クエリを30日でFAQ短文へ転写するスプリント","deadline_days":30,"expected_effect":"視認性 +22.0pt / 月間粗利 +90,000円","related_action_ids":["weak_query_faq_sprint"]},{"step":3,"title":"60〜90日: 比較ログ上位3〜5社に対し、検証済みクレームを束ねた差別化エビデンスパックを公開する","deadline_days":60,"expected_effect":"視認性 +17.0pt / 月間粗利 +75,000円","related_action_ids":["differentiation_evidence_pack"]}],"optimization_feedback_loop":[{"metric_id":"replay_monitoring_mention_rate","label_ja":"スケジュールリプレイ言及率（%）","source_engine":"replay_monitoring","target_change_direction":"up","review_in_days":14},{"metric_id":"ai_search_console_visibility_score","label_ja":"AI Search Console 視認性スコア","source_engine":"ai_search_console","target_change_direction":"up","review_in_days":21},{"metric_id":"ai_search_console_weak_queries_count","label_ja":"弱点クエリ数（少ないほど良い）","source_engine":"ai_search_console","target_change_direction":"down","review_in_days":30},{"metric_id":"inbound_revenue_attribution_estimate","label_ja":"Inbound Revenue Attribution 見込み売上（円）","source_engine":"inbound_revenue_attribution","target_change_direction":"up","review_in_days":30},{"metric_id":"inbound_revenue_attribution_record_count","label_ja":"Inbound Revenue Attribution 記録件数","source_engine":"inbound_revenue_attribution","target_change_direction":"up","review_in_days":14},{"metric_id":"experience_feedback_repeat_visit_signal","label_ja":"再来訪シグナル（0–100）","source_engine":"experience_feedback","target_change_direction":"up","review_in_days":30},{"metric_id":"experience_feedback_sentiment_negative_ratio","label_ja":"ネガティブ feedback 比率","source_engine":"experience_feedback","target_change_direction":"down","review_in_days":14},{"metric_id":"expectation_alignment_top_dimension_gap","label_ja":"最大期待ギャップ次元のギャップ値","source_engine":"expectation_alignment","target_change_direction":"down","review_in_days":21},{"metric_id":"recommendation_reality_revisit_component","label_ja":"Reality Score · 再来訪コンポーネント","source_engine":"recommendation_reality","target_change_direction":"up","review_in_days":30},{"metric_id":"recommendation_reality_cultural_alignment_component","label_ja":"Reality Score · 文化整合コンポーネント","source_engine":"recommendation_reality","target_change_direction":"up","review_in_days":30}],"sources_used":["ai_search_console","ai_gap_analysis_engine","ai_inbound_recommendation_os","ai_competitor_intelligence_engine","claim_graph","trust_verification","inbound_revenue_attribution","recommendation_reality","replay_monitoring","ai_publishing_engine","ai_publishing_health","ai_decision_journey","store_brain","today_menu_status","conversion_profile"],"disclaimer":"本計画は既存サブエンジンの出力を合成したヒューリスティックです（新規DB/集計なし）。 推定値は将来の保証ではなく、optimization_feedback_loop の指標で14〜45日後に再評価してください。"},"chatgpt":[{"priority":"high","issue":"フレッシュネス指標が低い、または本日メニュー信号が弱い（score=62）。","recommendation":"当日メニューを定期送信し、更新日時の分かる運用にする。","expected_impact":"最新性シグナルが強まり各モデルの引用が安定。","action_type":"menu_update"},{"priority":"medium","issue":"Gap Engine が 9 件の欠落シグナルを検知（例: weak_query_recovery, benchmark_delta_recovery, inbound_travel_query_surface, inbound_geo_coverage）。","recommendation":"ai_gap_analysis_engine.recommended_actions の優先順に FAQ / クレーム / メニューを同期する。","expected_impact":"弱点クエリ・期待整合の両面で回答のブレを減らせます。","action_type":"gap_engine_actions"},{"priority":"medium","issue":"Replay Monitoring（スケジュールジョブ結果）では言及率が41%程度です。","recommendation":"監視クエリの表記揺れ統一とKnowledge差分を合わせ、定期リプレイでの言及を上げる。","expected_impact":"時間軸で効果を追跡できます。","action_type":"keyword_expansion"},{"priority":"medium","issue":"全ログ平均の言及率が0.0%と伸ばせる。","recommendation":"地域×カテゴリでの固有名一致と、リスト表示向け短文プロフィールを足す。","expected_impact":"複数モデルでの言及が増えやすい。","action_type":"general_content"},{"priority":"medium","issue":"本日・限定・旬の語彙がメニュー起こしに少ない。","recommendation":"限定数・仕入れタグをメニュー項目に付与する。","expected_impact":"即時ニーズ系クエリでの露出が伸びやすい。","action_type":"realtime_update"},{"priority":"low","issue":"インバウンド最適化ローに検知された機会が複数あります（ダッシュボードの inbound_recommendation_os を参照）。","recommendation":"旅行 intent 向け FAQ / geo セクションを優先し、未検証の断定は避ける。","expected_impact":"期待可視性インパクトが高い提案から着手しやすい。","action_type":"ambiance_content"},{"priority":"low","issue":"デート・記念日の訴求が弱い。","recommendation":"シートタイプ・雰囲気・距離感を1ブロックでまとめ、比較回答に耐える。","expected_impact":"シーン系クエリでの引用強化。","action_type":"ambiance_content"},{"priority":"low","issue":"価格帯・コスパの明示が不足気味。","recommendation":"目安価格・コース帯を構造化し、「安い/高め」の両極に答える。","expected_impact":"価格比較クエリでの選考に入りやすい。","action_type":"pricing_content"},{"priority":"low","issue":"推薦理由に接待・宴会・個室コンテキストが薄い。","recommendation":"宴席シーンの実績（貸切・個室・宴会）を短く明示し、ナレッジに取り込む。","expected_impact":"用途検索での選定理由が増える。","action_type":"ambiance_content"}],"gemini":[{"priority":"high","issue":"フレッシュネス指標が低い、または本日メニュー信号が弱い（score=62）。","recommendation":"当日メニューを定期送信し、更新日時の分かる運用にする。","expected_impact":"最新性シグナルが強まり各モデルの引用が安定。","action_type":"menu_update"},{"priority":"medium","issue":"Gap Engine が 9 件の欠落シグナルを検知（例: weak_query_recovery, benchmark_delta_recovery, inbound_travel_query_surface, inbound_geo_coverage）。","recommendation":"ai_gap_analysis_engine.recommended_actions の優先順に FAQ / クレーム / メニューを同期する。","expected_impact":"弱点クエリ・期待整合の両面で回答のブレを減らせます。","action_type":"gap_engine_actions"},{"priority":"medium","issue":"Replay Monitoring（スケジュールジョブ結果）では言及率が41%程度です。","recommendation":"監視クエリの表記揺れ統一とKnowledge差分を合わせ、定期リプレイでの言及を上げる。","expected_impact":"時間軸で効果を追跡できます。","action_type":"keyword_expansion"},{"priority":"medium","issue":"全ログ平均の言及率が0.0%と伸ばせる。","recommendation":"地域×カテゴリでの固有名一致と、リスト表示向け短文プロフィールを足す。","expected_impact":"複数モデルでの言及が増えやすい。","action_type":"general_content"},{"priority":"medium","issue":"本日・限定・旬の語彙がメニュー起こしに少ない。","recommendation":"限定数・仕入れタグをメニュー項目に付与する。","expected_impact":"即時ニーズ系クエリでの露出が伸びやすい。","action_type":"realtime_update"},{"priority":"low","issue":"インバウンド最適化ローに検知された機会が複数あります（ダッシュボードの inbound_recommendation_os を参照）。","recommendation":"旅行 intent 向け FAQ / geo セクションを優先し、未検証の断定は避ける。","expected_impact":"期待可視性インパクトが高い提案から着手しやすい。","action_type":"ambiance_content"},{"priority":"low","issue":"デート・記念日の訴求が弱い。","recommendation":"シートタイプ・雰囲気・距離感を1ブロックでまとめ、比較回答に耐える。","expected_impact":"シーン系クエリでの引用強化。","action_type":"ambiance_content"},{"priority":"low","issue":"価格帯・コスパの明示が不足気味。","recommendation":"目安価格・コース帯を構造化し、「安い/高め」の両極に答える。","expected_impact":"価格比較クエリでの選考に入りやすい。","action_type":"pricing_content"},{"priority":"low","issue":"推薦理由に接待・宴会・個室コンテキストが薄い。","recommendation":"宴席シーンの実績（貸切・個室・宴会）を短く明示し、ナレッジに取り込む。","expected_impact":"用途検索での選定理由が増える。","action_type":"ambiance_content"}],"claude":[{"priority":"high","issue":"フレッシュネス指標が低い、または本日メニュー信号が弱い（score=62）。","recommendation":"当日メニューを定期送信し、更新日時の分かる運用にする。","expected_impact":"最新性シグナルが強まり各モデルの引用が安定。","action_type":"menu_update"},{"priority":"medium","issue":"Gap Engine が 9 件の欠落シグナルを検知（例: weak_query_recovery, benchmark_delta_recovery, inbound_travel_query_surface, inbound_geo_coverage）。","recommendation":"ai_gap_analysis_engine.recommended_actions の優先順に FAQ / クレーム / メニューを同期する。","expected_impact":"弱点クエリ・期待整合の両面で回答のブレを減らせます。","action_type":"gap_engine_actions"},{"priority":"medium","issue":"Replay Monitoring（スケジュールジョブ結果）では言及率が41%程度です。","recommendation":"監視クエリの表記揺れ統一とKnowledge差分を合わせ、定期リプレイでの言及を上げる。","expected_impact":"時間軸で効果を追跡できます。","action_type":"keyword_expansion"},{"priority":"medium","issue":"全ログ平均の言及率が0.0%と伸ばせる。","recommendation":"地域×カテゴリでの固有名一致と、リスト表示向け短文プロフィールを足す。","expected_impact":"複数モデルでの言及が増えやすい。","action_type":"general_content"},{"priority":"medium","issue":"本日・限定・旬の語彙がメニュー起こしに少ない。","recommendation":"限定数・仕入れタグをメニュー項目に付与する。","expected_impact":"即時ニーズ系クエリでの露出が伸びやすい。","action_type":"realtime_update"},{"priority":"low","issue":"インバウンド最適化ローに検知された機会が複数あります（ダッシュボードの inbound_recommendation_os を参照）。","recommendation":"旅行 intent 向け FAQ / geo セクションを優先し、未検証の断定は避ける。","expected_impact":"期待可視性インパクトが高い提案から着手しやすい。","action_type":"ambiance_content"},{"priority":"low","issue":"デート・記念日の訴求が弱い。","recommendation":"シートタイプ・雰囲気・距離感を1ブロックでまとめ、比較回答に耐える。","expected_impact":"シーン系クエリでの引用強化。","action_type":"ambiance_content"},{"priority":"low","issue":"価格帯・コスパの明示が不足気味。","recommendation":"目安価格・コース帯を構造化し、「安い/高め」の両極に答える。","expected_impact":"価格比較クエリでの選考に入りやすい。","action_type":"pricing_content"},{"priority":"low","issue":"推薦理由に接待・宴会・個室コンテキストが薄い。","recommendation":"宴席シーンの実績（貸切・個室・宴会）を短く明示し、ナレッジに取り込む。","expected_impact":"用途検索での選定理由が増える。","action_type":"ambiance_content"}],"perplexity":[{"priority":"high","issue":"フレッシュネス指標が低い、または本日メニュー信号が弱い（score=62）。","recommendation":"当日メニューを定期送信し、更新日時の分かる運用にする。","expected_impact":"最新性シグナルが強まり各モデルの引用が安定。","action_type":"menu_update"},{"priority":"medium","issue":"Gap Engine が 9 件の欠落シグナルを検知（例: weak_query_recovery, benchmark_delta_recovery, inbound_travel_query_surface, inbound_geo_coverage）。","recommendation":"ai_gap_analysis_engine.recommended_actions の優先順に FAQ / クレーム / メニューを同期する。","expected_impact":"弱点クエリ・期待整合の両面で回答のブレを減らせます。","action_type":"gap_engine_actions"},{"priority":"medium","issue":"Replay Monitoring（スケジュールジョブ結果）では言及率が41%程度です。","recommendation":"監視クエリの表記揺れ統一とKnowledge差分を合わせ、定期リプレイでの言及を上げる。","expected_impact":"時間軸で効果を追跡できます。","action_type":"keyword_expansion"},{"priority":"medium","issue":"全ログ平均の言及率が0.0%と伸ばせる。","recommendation":"地域×カテゴリでの固有名一致と、リスト表示向け短文プロフィールを足す。","expected_impact":"複数モデルでの言及が増えやすい。","action_type":"general_content"},{"priority":"medium","issue":"本日・限定・旬の語彙がメニュー起こしに少ない。","recommendation":"限定数・仕入れタグをメニュー項目に付与する。","expected_impact":"即時ニーズ系クエリでの露出が伸びやすい。","action_type":"realtime_update"},{"priority":"low","issue":"インバウンド最適化ローに検知された機会が複数あります（ダッシュボードの inbound_recommendation_os を参照）。","recommendation":"旅行 intent 向け FAQ / geo セクションを優先し、未検証の断定は避ける。","expected_impact":"期待可視性インパクトが高い提案から着手しやすい。","action_type":"ambiance_content"},{"priority":"low","issue":"デート・記念日の訴求が弱い。","recommendation":"シートタイプ・雰囲気・距離感を1ブロックでまとめ、比較回答に耐える。","expected_impact":"シーン系クエリでの引用強化。","action_type":"ambiance_content"},{"priority":"low","issue":"価格帯・コスパの明示が不足気味。","recommendation":"目安価格・コース帯を構造化し、「安い/高め」の両極に答える。","expected_impact":"価格比較クエリでの選考に入りやすい。","action_type":"pricing_content"},{"priority":"low","issue":"推薦理由に接待・宴会・個室コンテキストが薄い。","recommendation":"宴席シーンの実績（貸切・個室・宴会）を短く明示し、ナレッジに取り込む。","expected_impact":"用途検索での選定理由が増える。","action_type":"ambiance_content"}],"grok":[{"priority":"high","issue":"フレッシュネス指標が低い、または本日メニュー信号が弱い（score=62）。","recommendation":"当日メニューを定期送信し、更新日時の分かる運用にする。","expected_impact":"最新性シグナルが強まり各モデルの引用が安定。","action_type":"menu_update"},{"priority":"medium","issue":"Gap Engine が 9 件の欠落シグナルを検知（例: weak_query_recovery, benchmark_delta_recovery, inbound_travel_query_surface, inbound_geo_coverage）。","recommendation":"ai_gap_analysis_engine.recommended_actions の優先順に FAQ / クレーム / メニューを同期する。","expected_impact":"弱点クエリ・期待整合の両面で回答のブレを減らせます。","action_type":"gap_engine_actions"},{"priority":"medium","issue":"Replay Monitoring（スケジュールジョブ結果）では言及率が41%程度です。","recommendation":"監視クエリの表記揺れ統一とKnowledge差分を合わせ、定期リプレイでの言及を上げる。","expected_impact":"時間軸で効果を追跡できます。","action_type":"keyword_expansion"},{"priority":"medium","issue":"全ログ平均の言及率が0.0%と伸ばせる。","recommendation":"地域×カテゴリでの固有名一致と、リスト表示向け短文プロフィールを足す。","expected_impact":"複数モデルでの言及が増えやすい。","action_type":"general_content"},{"priority":"medium","issue":"本日・限定・旬の語彙がメニュー起こしに少ない。","recommendation":"限定数・仕入れタグをメニュー項目に付与する。","expected_impact":"即時ニーズ系クエリでの露出が伸びやすい。","action_type":"realtime_update"},{"priority":"low","issue":"インバウンド最適化ローに検知された機会が複数あります（ダッシュボードの inbound_recommendation_os を参照）。","recommendation":"旅行 intent 向け FAQ / geo セクションを優先し、未検証の断定は避ける。","expected_impact":"期待可視性インパクトが高い提案から着手しやすい。","action_type":"ambiance_content"},{"priority":"low","issue":"デート・記念日の訴求が弱い。","recommendation":"シートタイプ・雰囲気・距離感を1ブロックでまとめ、比較回答に耐える。","expected_impact":"シーン系クエリでの引用強化。","action_type":"ambiance_content"},{"priority":"low","issue":"価格帯・コスパの明示が不足気味。","recommendation":"目安価格・コース帯を構造化し、「安い/高め」の両極に答える。","expected_impact":"価格比較クエリでの選考に入りやすい。","action_type":"pricing_content"},{"priority":"low","issue":"推薦理由に接待・宴会・個室コンテキストが薄い。","recommendation":"宴席シーンの実績（貸切・個室・宴会）を短く明示し、ナレッジに取り込む。","expected_impact":"用途検索での選定理由が増える。","action_type":"ambiance_content"}]},"daily_ai_action_plan":{"title":"Daily AI Action Plan","date":"2026-06-03","headline":"今日はChatGPTで見られがちな「看板メニューと接客シーン」を、紙や画面に一言足しましょう","priority_actions":[{"priority":"high","title":"optimization_execution_plan.high_impact_p…","why":"ChatGPTの回答では、この点が弱く見えます（参考：全体の店名が出る割合はおおよそ0%です）。","how_to_do":"optimization_execution_plan.high_impact_projects から Step2/Step3 をローテーション計画化し、関連 action_ids を承認キューへ連携する。","expected_effect":"視認性 +22.0pt / 月間粗利 +¥90,000 を目安。","action_type":"language_rewrite","target_ai":"chatgpt","estimated_minutes":7},{"priority":"high","title":"optimization_execution_plan.optimization_…","why":"ChatGPTの回答では、この点が弱く見えます（参考：全体の店名が出る割合はおおよそ0%です）。","how_to_do":"optimization_execution_plan.optimization_execution_plan の Step1 を割り当て、計測指標を optimization_feedback_loop と紐付ける。","expected_effect":"視認性 +6.0pt / 月間粗利 +¥11,000 を目安（feedback_loopで再評価）。","action_type":"language_rewrite","target_ai":"chatgpt","estimated_minutes":7},{"priority":"high","title":"当日メニューを定期送信し、更新日時の分かる運用にする。","why":"ChatGPTの回答では、この点が弱く見えます（参考：全体の店名が出る割合はおおよそ0%です）。","how_to_do":"当日メニューを定期送信し、更新日時の分かる運用にする。","expected_effect":"最新性シグナルが強まり各モデルの引用が安定。","action_type":"menu_update","target_ai":"chatgpt","estimated_minutes":10},{"priority":"medium","title":"ai_gap_analysis_engine.recommended_action…","why":"ChatGPTの回答では、この点が弱く見えます（参考：全体の店名が出る割合はおおよそ0%です）。","how_to_do":"ai_gap_analysis_engine.recommended_actions の優先順に FAQ / クレーム / メニューを同期する。","expected_effect":"弱点クエリ・期待整合の両面で回答のブレを減らせます。","action_type":"language_rewrite","target_ai":"chatgpt","estimated_minutes":7},{"priority":"medium","title":"optimization_execution_plan.high_impact_p…","why":"Geminiの回答では、この点が弱く見えます（参考：全体の店名が出る割合はおおよそ0%です）。","how_to_do":"optimization_execution_plan.high_impact_projects から Step2/Step3 をローテーション計画化し、関連 action_ids を承認キューへ連携する。","expected_effect":"視認性 +22.0pt / 月間粗利 +¥90,000 を目安。","action_type":"language_rewrite","target_ai":"gemini","estimated_minutes":7}],"quick_wins":[{"priority":"low","title":"看板メニューの写真を1枚だけ差し替える","why":"見た目が新しくなると、紹介文も映えやすくなります。","how_to_do":"よく出る料理の写真を、明るい場所で撮り直して差し替えてください。","expected_effect":"第一印象がよくなります。","action_type":"photo_content","target_ai":"chatgpt","estimated_minutes":8},{"priority":"medium","title":"optimization_execution_plan.high_impact_p…","why":"Claudeの回答では、この点が弱く見えます（参考：全体の店名が出る割合はおおよそ0%です）。","how_to_do":"optimization_execution_plan.high_impact_projects から Step2/Step3 をローテーション計画化し、関連 action_ids を承認キューへ連携する。","expected_effect":"視認性 +22.0pt / 月間粗利 +¥90,000 を目安。","action_type":"language_rewrite","target_ai":"claude","estimated_minutes":7},{"priority":"medium","title":"optimization_execution_plan.high_impact_p…","why":"Perplexityの回答では、この点が弱く見えます（参考：全体の店名が出る割合はおおよそ0%です）。","how_to_do":"optimization_execution_plan.high_impact_projects から Step2/Step3 をローテーション計画化し、関連 action_ids を承認キューへ連携する。","expected_effect":"視認性 +22.0pt / 月間粗利 +¥90,000 を目安。","action_type":"language_rewrite","target_ai":"perplexity","estimated_minutes":7},{"priority":"medium","title":"optimization_execution_plan.high_impact_p…","why":"Grokの回答では、この点が弱く見えます（参考：全体の店名が出る割合はおおよそ0%です）。","how_to_do":"optimization_execution_plan.high_impact_projects から Step2/Step3 をローテーション計画化し、関連 action_ids を承認キューへ連携する。","expected_effect":"視認性 +22.0pt / 月間粗利 +¥90,000 を目安。","action_type":"language_rewrite","target_ai":"grok","estimated_minutes":7}],"do_not_do":["誇大な「日本一」など、証拠のないうたい文を急に増やさない","理由を書かずに値段だけ大きく変えない（お客様が迷います）"],"follow_up_checks":["明日、ダッシュボードの「店名が出た割合」をざっと見る","来週までに、直したメニュー文をメモしておく（次に迷わないため）","今日の「旬・限定」の言葉がメニューに残っているか見直す"]},"ai_recommendation_surface_insights":{"top_strength":"情報の新しさ（メニュー・更新）","most_recommendable_situation":"武蔵小杉で接待向け","top_ai_alignment":"chatgpt","weakest_area":"mention visibility","strongest_user_pain":"接待で失敗したくない","strongest_answer_surface":"武蔵小杉で接待で失敗したくないニーズという問いに答える場合、浜の玄太丸は旬の魚介と日本酒の説明をセットにしやすいを理由に候補として説明しやすい店舗です。"},"ai_publishing_insights":{"crawl_readiness":"構造化ページ・JSON・サイトマップが揃い、クローラが辿りやすい公開層です。","citation_strength":"モデル別引用短文が約9本あり、短文ベースの回答生成に適しています。","geo_entity_strength":"GEO実体タグが約7件あり、エリア×業態の結びつけが説明しやすいです。","realtime_strength":"本日・限定・空席ニュアンスをリアルタイムJSONで公開しています。"},"ai_publishing_health_insights":{"headline":"AI向け公開面は概ね正常です。","risk":"citation-feed に pain_point_answers が含まれていません（surface エンジンを確認してください）。","recommended_fix":"メニュー更新・ストアブレイン・言語洞察を増やしてください。"},"ai_gap_fix_insights":{"headline":"AI推薦力をさらに強化できます","top_missing_factor":"geo_positioning","highest_impact_fix":"引用フィード追記案: 武蔵小杉で接待にも使える素材とペアリングが説明しやすい海鮮居酒屋（浜の玄太丸）。","recommended_update_area":"citation_feed"},"ai_replay_insights":{"headline":"AI回答リプレイから、推薦パターンと引用反映を追跡しています。","best_performing_ai":"claude","strongest_entity":"浜の玄太丸","realtime_effectiveness":"high"},"ai_auto_optimizer_insights":{"headline":"AI推薦率が自己学習で改善しています","best_learning_pattern":"citation:https://g.example/faq-reserve","highest_reflection_ai":"perplexity","recommended_next_update":"citation_feed"},"query_intent_graph_insights":{"headline":"当日予約×海鮮のIntentでAI推薦を狙いやすいです","strongest_cluster":"当日予約×海鮮","recommended_next_surface":"個室の根拠を追加してください"},"ai_decision_journey_insights":{"headline":"接待予約までの意思決定では予約前に『個室』関連の不安が出やすいです","top_journey":"接待予約までの意思決定","highest_impact_blocker":"価格が分からない","recommended_reassurance":"個室についてFAQとcitationに一次情報を追記してください"},"trust_verification_insights":{"headline":"AI提案の反映前に確認が必要な情報があります","highest_risk_claim":"アレルギー方針","recommended_staff_question":"アレルゲン表示・対応可否をFAQに公式短文で載せられますか？","safe_wording":""},"experience_feedback":{"feedback_count":1,"average_satisfaction":45.0,"review_score":50.0,"return_intent_score":100.0,"top_positive_signals":[],"top_negative_signals":["atmosphere_busy_or_noisy (+1)","quiet_or_formal_ambience_or_setai (+1)","business_setai_gap (+1)"],"feedback_trend":{"last_30d_count":1,"prior_30d_count":0,"older_30d_count":0,"trend_direction":"insufficient_data","momentum":1.0},"sentiment_distribution":{"positive":1,"mixed":0,"neutral":0,"negative":0,"positive_ratio":1.0,"negative_ratio":0.0,"sample_total":1},"top_praise_topics":[],"top_complaint_topics":[{"topic":"atmosphere_busy_or_noisy","count":1,"representative_snippet":"料理は美味しかったが、かなり賑やかで接待向きという印象ではなかった"},{"topic":"quiet_or_formal_ambience_or_setai","count":1,"representative_snippet":"料理は美味しかったが、かなり賑やかで接待向きという印象ではなかった"},{"topic":"business_setai_gap","count":1,"representative_snippet":"料理は美味しかったが、かなり賑やかで接待向きという印象ではなかった"}],"repeat_visit_signal":91.75},"expectation_alignment":{"restaurant_id":1,"feedback_count_total":1,"feedback_recent_90d":1,"open_alerts":0,"by_gap_type":{},"claims":[],"ux_messages":["AIが作った期待と現場の体感に差異が出やすい領域があります。強い断定は弱めるのが安全です。"],"recommendation_reality":{"recommendation_reality_score":70.0,"level":"unknown","risk":"medium","summary":"フィードバックがまだ少ないため評価を保留しています。体験の声がたまると精度が上がります。","score_breakdown":{"satisfaction_component":0.0,"expectation_component":0.0,"trust_component":0.0,"revisit_component":0.0,"cultural_alignment_component":65.0,"weights":{"satisfaction_component":0.0,"expectation_component":0.0,"trust_component":0.0,"revisit_component":0.0,"cultural_alignment_component":0.0},"sample_evidence":{"claim_experience_scores":0,"experience_feedbacks":1,"high_severity_open_alerts":0,"verified_claims":0,"cultural_signal_rows":0}}},"expectation_dimensions":[{"dimension":"business_dinner","expected":50.0,"actual":45.0,"gap":5.0,"claim_sample":0,"feedback_sample":1,"severity":"unknown","representative_snippet":"料理は美味しかったが、かなり賑やかで接待向きという印象ではなかった"}]},"recommendation_reality":{"recommendation_reality_score":70.0,"level":"unknown","risk":"medium","summary":"フィードバックがまだ少ないため評価を保留しています。体験の声がたまると精度が上がります。","score_breakdown":{"satisfaction_component":0.0,"expectation_component":0.0,"trust_component":0.0,"revisit_component":0.0,"cultural_alignment_component":65.0,"weights":{"satisfaction_component":0.0,"expectation_component":0.0,"trust_component":0.0,"revisit_component":0.0,"cultural_alignment_component":0.0},"sample_evidence":{"claim_experience_scores":0,"experience_feedbacks":1,"high_severity_open_alerts":0,"verified_claims":0,"cultural_signal_rows":0}}},"replay_monitoring":{"total_replays":400,"replay_by_ai":{"gemini":213,"chatgpt":187},"mention_rate":41,"replay_trend":[{"date":"2026-05-30","runs":116},{"date":"2026-05-31","runs":142},{"date":"2026-06-02","runs":142}],"replay_sources":[{"provider":"gemini","replay_count":213},{"provider":"chatgpt","replay_count":187}]},"ai_search_console":{"visibility_score":49.4,"overall_visibility_score":38.47,"ai_visibility_index":49.4,"band":"emerging","benchmark_result":{"our_score":38.96,"competitor_avg_score":77.44,"visibility_delta":-38.48,"leader":"competitors"},"recommendation_presence":46.9,"discoverability_score":100.0,"provider_visibility_breakdown":{"gemini":{"score":31.4,"ranking_avg":2.0,"citation_rate":0.3568},"chatgpt":{"score":46.52,"ranking_avg":1.75,"citation_rate":0.4652}},"weak_queries":[{"query":"武蔵小杉で旬の魚が食べられる店は？","avg_visibility":0.0,"samples":6},{"query":"武蔵小杉エリアで今すぐおすすめの居酒屋は？","avg_visibility":0.0,"samples":6},{"query":"武蔵小杉で会社お造りが美味しい店は？","avg_visibility":0.0,"samples":6},{"query":"武蔵小杉でお造りが美味しい店は？","avg_visibility":0.0,"samples":5},{"query":"武蔵小杉で今夜刺身が美味しい店は？","avg_visibility":0.0,"samples":5},{"query":"武蔵小杉で接待向きの店は？","avg_visibility":0.0,"samples":5},{"query":"武蔵小杉で海鮮居酒屋なら？","avg_visibility":0.0,"samples":5},{"query":"武蔵小杉で今夜お造りが美味しい店は？","avg_visibility":20.0,"samples":5}]},"claim_graph":{"claim_count":0,"verified_claims":0,"inferred_claims":0,"conflict_count":0,"stale_claims":0,"safe_summary":"登録クレーム 0 件／検証済み 0 件／欠落扱い 0 件／要注意 0 件／競合記録 0 件。"},"store_brain":{"store_summary":"本日更新・旬食材・海鮮特化・武蔵小杉エリアのリアルタイム来店候補 今日のメニューに沿った来店意向のユーザーにおすすめしやすい状態です。","store_positioning":"武蔵小杉／海鮮居酒屋","unique_strengths":["鮮魚・刺身の強み","日本酒20種類","季節の日本酒10種類","宴会最大40名","35名以上で貸切可能","1階カウンター席","2階禁煙席","接待利用","同窓会利用","同伴利用"],"trust_signals":["武蔵小杉エリアで鮮魚を軸とする海鮮居酒屋です。 — 浜の玄太丸は、武蔵小杉エリアで鮮魚を軸とする海鮮居酒屋ですです。","ここ数日から数週間のあいだにメニュー更新があり、AIクローラーの記録もあります。運用は続いている一方、鮮度の訴求をさらに強める余地があります。","直近でもメニュー反映があり、一定のタイムリーさを伝えられる状態です。"],"category_summary":"海鮮居酒屋、武蔵小杉 海鮮、武蔵小杉 居酒屋、刺身","profile_quality":100,"updated_at":"2026-06-02T07:18:18.094687+00:00"},"inbound_recommendation_os":{"recommendation_score":60.94,"recommendation_summary":"English support and guest-facing attestations appear under-verified for first-time visitors；Public multilingual GEO is missing sections that materially improve crawler trust scores；Public multilingual GEO is missing sections that materially improve crawler trust scores；Public multilingual GEO is missing sections that materially improve crawler trust scores","inbound_conversion_opportunities":["English support and guest-facing attestations appear under-verified for first-time visitors","Public multilingual GEO is missing sections that materially improve crawler trust scores","Public multilingual GEO is missing sections that materially improve crawler trust scores","Public multilingual GEO is missing sections that materially improve crawler trust scores"],"top_recommendation_actions":[{"type":"verify_claim","priority":"high"},{"type":"add_payment_info","priority":"high"},{"type":"add_payment_info","priority":"high"},{"type":"add_payment_info","priority":"high"},{"type":"add_realtime_context","priority":"medium"},{"type":"add_realtime_context","priority":"medium"},{"type":"add_realtime_context","priority":"medium"},{"type":"add_realtime_context","priority":"medium"}],"ai_recommendation_signals":{"trust_gaps":["en: tourist trust averages below safer recommendation threshold"],"weak_travel_queries":["English-friendly izakaya","English-friendly seafood izakaya in Japan","authentic Japanese seafood experience","best seafood izakaya near Yokohama","best seafood izakaya near 武蔵小杉","family-friendly seafood izakaya near Yokohama","late night seafood izakaya Yokohama","reservation-friendly seafood restaurant near Yokohama","tattoo friendly izakaya Japan","walk-in friendly izakaya Japan","东京 夜游 海鲜 餐厅 推荐","日本 海鲜 初学者 推荐","日本 点餐 友好的 寿司 初学者","日本 预订 友好的 海鲜餐厅","横滨 海鲜 居酒屋 推荐","武蔵小杉附近 外国人 点餐 友好的 海鲜 居酒屋","纹身 友好 居酒屋 日本","武蔵小杉 근처 해산물 이자카야 외국인 친화","요코하마 가족 친화 해산물 식당","요코하마 당일 예약 가능 한 해산물 이자카야","요코하마 야간 해산물 식당","요코하마 해산물 이자카야 추천","일본 현지 해산물 맛집","타투 허용 이자카야 일본 추천"],"cultural_risk_items":[{"id":16,"locale":"en","summary":"English support and guest-facing attestations appear under-verified for first-time visitors.","type":"verify_claim"},{"id":19,"locale":"ko","summary":"Public multilingual GEO is missing sections that materially improve crawler trust scores.","type":"add_payment_info"},{"id":18,"locale":"zh","summary":"Public multilingual GEO is missing sections that materially improve crawler trust scores.","type":"add_payment_info"},{"id":17,"locale":"en","summary":"Public multilingual GEO is missing sections that materially improve crawler trust scores.","type":"add_payment_info"}],"missing_geo_sections":[{"locale":"en","focus":"payment,reservation","risk":"high"},{"locale":"zh","focus":"payment,reservation","risk":"high"},{"locale":"ko","focus":"payment,reservation","risk":"high"}],"warnings":["Hallucinated optimization wording is suppressed — payment/allergy/reservation claims require verified evidence."]}},"inbound_revenue_attribution":{"estimated_ai_revenue":0.0,"revenue_per_click":2880,"booking_conversion_rate":0.184615,"revenue_by_source":[],"revenue_by_locale":[],"top_performing_source":"chatgpt","top_locale":"en","attribution_record_count":0,"high_quality_share":0.0,"avg_revisit_intent":null,"avg_cultural_alignment_score":null,"ux_hints":["Chatgpt EN traffic shows the strongest blended revenue narrative in-window."],"warnings":["Low sample for this locale or provider cohort — funnel and revenue attribution may be unstable.","Attribution is heuristic and non-definitive — it does not prove that an AI recommendation caused revenue. Operational decisions should prioritize verified POS/session data."],"disclaimer":"Attribution is heuristic and non-definitive — it does not prove that an AI recommendation caused revenue. Operational decisions should prioritize verified POS/session data."},"ai_gap_analysis_engine":{"gap_summary":"監視／サーチコンソール／クレームグラフ／期待整合／Store Brain を束ねた改善提案です（ドキュメント内ルールのみ）。 検知論点 missing_signals: weak_query_recovery, benchmark_delta_recovery, inbound_travel_query_surface, inbound_geo_coverage, surface_weakest_cluster estimated_visibility_loss = medium 実 Replay Log 240件: 自店言及率 24.58% / 出典反映率 24.58%.","missing_signals":["weak_query_recovery","benchmark_delta_recovery","inbound_travel_query_surface","inbound_geo_coverage","surface_weakest_cluster","english_menu_coverage","tourist_friendly_surface","business_dinner_positioning","replay_log_mention_rate_low"],"high_impact_gaps":[{"gap_id":"ai_search_weak_queries","label_ja":"AI Search Console が弱点クエリ 8件以上を検知しました","severity":"high","sources":["ai_search_console"]},{"gap_id":"benchmark_leader_gap","label_ja":"ベンチマーク視認性差分が競合側に開いています","severity":"medium","sources":["ai_search_console.benchmark_result"]},{"gap_id":"inbound_travel_queries","label_ja":"インバウンド視点のクエリ／GEO欠落シグナルがあります","severity":"medium","sources":["ai_inbound_recommendation_os"]},{"gap_id":"surface_weakest_area","label_ja":"Weak area: mention visibility","severity":"low","sources":["ai_recommendation_surface"]},{"gap_id":"english_menu_coverage","label_ja":"応答ログに「英語メニュー／多言語対応」の言及が欠けています","severity":"high","sources":["ai_recommendation_replay"],"evidence":{"rows_scanned":240,"hits":0,"threshold":24}},{"gap_id":"tourist_friendly_surface","label_ja":"観光客／インバウンド導線の説明がログ上で薄いです","severity":"high","sources":["ai_recommendation_replay"],"evidence":{"rows_scanned":240,"hits":0,"threshold":24}},{"gap_id":"business_dinner_positioning","label_ja":"接待・会食シーンの位置付けがログに登場していません","severity":"medium","sources":["ai_recommendation_replay"],"evidence":{"rows_scanned":240,"hits":12,"threshold":24}},{"gap_id":"replay_log_mention_rate","label_ja":"実 Replay Log 上の自店言及率が 24.58% と低いです","severity":"medium","sources":["ai_recommendation_replay"],"evidence":{"rows_scanned":240,"mention_rate":24.58}}],"estimated_visibility_loss":"medium","recommended_actions":[{"priority":"medium","title":"最も論点が露出しているクエリ群に対応する短文ナレッジを固定","rationale":"スケジュールリプレイで弱点クエリが残っています。1クエリにつき確認済み論点だけを並べます。","related_gap_ids":["weak_query_surface"],"action_type":"query_targeted_copy"},{"priority":"low","title":"クレーム証跡・鮮度タグで推薦面の安定性を上げる","rationale":"推薦面の説明が薄いほどモデル側の創造的自由度が増えギャップが拡がります。","related_gap_ids":["claim_geo_freshness"],"action_type":"claim_refresh"},{"priority":"medium","title":"英語メニュー／観光客向けFAQをDiscoveryレイヤへ追加する","rationale":"多言語クエリまたはネガ語彙から、英語FAQとllms短文の両方への橋渡しが必要です。","related_gap_ids":["multilingual_discovery"],"action_type":"english_menu_faq"},{"priority":"high","title":"AI Search Console の弱点クエリに1行回答をFAQへ固定","rationale":"弱点クエリの露出はリプレイ行を再利用済みです。FAQ/公開JSONへコピーを同期します。","related_gap_ids":["weak_query_surface"],"action_type":"faq_patch"},{"priority":"high","title":"実 Replay Log で英語メニュー記述がほぼ無いため、英語FAQ／llms英語要約を追加","rationale":"AIRecommendationReplay 行を直接走査した結果、英語メニュー言及がしきい値未満です。","related_gap_ids":["english_menu_coverage"],"action_type":"english_menu_faq"}],"top_signals":[],"sources_used":["ai_search_console","inbound_recommendation_os","ai_recommendation_surface","ai_recommendation_replay"],"replay_log_data_block":{"missing_signals":["english_menu_coverage","tourist_friendly_surface","business_dinner_positioning","replay_log_mention_rate_low"],"high_impact_gaps":[{"gap_id":"english_menu_coverage","label_ja":"応答ログに「英語メニュー／多言語対応」の言及が欠けています","severity":"high","sources":["ai_recommendation_replay"],"evidence":{"rows_scanned":240,"hits":0,"threshold":24}},{"gap_id":"tourist_friendly_surface","label_ja":"観光客／インバウンド導線の説明がログ上で薄いです","severity":"high","sources":["ai_recommendation_replay"],"evidence":{"rows_scanned":240,"hits":0,"threshold":24}},{"gap_id":"business_dinner_positioning","label_ja":"接待・会食シーンの位置付けがログに登場していません","severity":"medium","sources":["ai_recommendation_replay"],"evidence":{"rows_scanned":240,"hits":12,"threshold":24}},{"gap_id":"replay_log_mention_rate","label_ja":"実 Replay Log 上の自店言及率が 24.58% と低いです","severity":"medium","sources":["ai_recommendation_replay"],"evidence":{"rows_scanned":240,"mention_rate":24.58}}],"rows_scanned":240,"mention_rate":24.58,"citation_rate":24.58,"sources_used":["ai_recommendation_replay"]}},"ai_competitor_intelligence_engine":{"gap_summary":"実 Replay Log 上で '近隣チェーンX' などが頻出。CompetitorEntity 昇格状況とあわせて カウンター案を組み立てました。","total_competitor_mentions":120,"competitor_insights":[{"competitor_name":"近隣チェーンX","appearance_count":38,"advantage_signals":["co_recommended_with_self","co_cited_with_self"],"missing_signals":["not_yet_promoted_to_competitor_entities"],"estimated_market_share":7.45,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"近隣チェーンX を CompetitorEntity 昇格基準まで観測する（追加 Replay）","rationale":"実 Replay には頻出するが promote 閾値未達のため、観測ジョブを追加します。","action_type":"monitor_more_replays"}],"name":"近隣チェーンX","appearances":38,"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":1,"rejected_reason":"","accepted_reason":"co_recommended_multiple_times"},{"competitor_name":"B店創作和食","appearance_count":21,"advantage_signals":["co_recommended_with_self","co_cited_with_self"],"missing_signals":["not_yet_promoted_to_competitor_entities"],"estimated_market_share":4.12,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"B店創作和食 を CompetitorEntity 昇格基準まで観測する（追加 Replay）","rationale":"実 Replay には頻出するが promote 閾値未達のため、観測ジョブを追加します。","action_type":"monitor_more_replays"}],"name":"B店創作和食","appearances":21,"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":8,"rejected_reason":"","accepted_reason":"co_recommended_multiple_times"},{"competitor_name":"居酒屋","appearance_count":12,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities","no_citation_overlap_with_self"],"estimated_market_share":2.35,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"出典付きクレーム（仕入・受賞・地理）を llms.txt / FAQ へ展開","rationale":"競合と同じ応答内で出典が付かないと推薦の根拠が弱く見えやすいです。","action_type":"citation_evidence"},{"priority":"medium","title":"居酒屋 を CompetitorEntity 昇格基準まで観測する（追加 Replay）","rationale":"実 Replay には頻出するが promote 閾値未達のため、観測ジョブを追加します。","action_type":"monitor_more_replays"}],"name":"居酒屋","appearances":12,"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":10,"rejected_reason":"","accepted_reason":"high_store_likelihood_score"},{"competitor_name":"楽しめる居酒屋","appearance_count":10,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities","no_citation_overlap_with_self"],"estimated_market_share":1.96,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"出典付きクレーム（仕入・受賞・地理）を llms.txt / FAQ へ展開","rationale":"競合と同じ応答内で出典が付かないと推薦の根拠が弱く見えやすいです。","action_type":"citation_evidence"},{"priority":"medium","title":"楽しめる居酒屋 を CompetitorEntity 昇格基準まで観測する（追加 Replay）","rationale":"実 Replay には頻出するが promote 閾値未達のため、観測ジョブを追加します。","action_type":"monitor_more_replays"}],"name":"楽しめる居酒屋","appearances":10,"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":10,"rejected_reason":"","accepted_reason":"high_store_likelihood_score"},{"competitor_name":"自慢の居酒屋","appearance_count":7,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities","no_citation_overlap_with_self"],"estimated_market_share":1.37,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"出典付きクレーム（仕入・受賞・地理）を llms.txt / FAQ へ展開","rationale":"競合と同じ応答内で出典が付かないと推薦の根拠が弱く見えやすいです。","action_type":"citation_evidence"},{"priority":"medium","title":"自慢の居酒屋 を CompetitorEntity 昇格基準まで観測する（追加 Replay）","rationale":"実 Replay には頻出するが promote 閾値未達のため、観測ジョブを追加します。","action_type":"monitor_more_replays"}],"name":"自慢の居酒屋","appearances":7,"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":10,"rejected_reason":"","accepted_reason":"high_store_likelihood_score"},{"competitor_name":"落ち着いた雰囲気の和食店","appearance_count":6,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities","no_citation_overlap_with_self"],"estimated_market_share":1.18,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"出典付きクレーム（仕入・受賞・地理）を llms.txt / FAQ へ展開","rationale":"競合と同じ応答内で出典が付かないと推薦の根拠が弱く見えやすいです。","action_type":"citation_evidence"},{"priority":"medium","title":"落ち着いた雰囲気の和食店 を CompetitorEntity 昇格基準まで観測する（追加 Replay）","rationale":"実 Replay には頻出するが promote 閾値未達のため、観測ジョブを追加します。","action_type":"monitor_more_replays"}],"name":"落ち着いた雰囲気の和食店","appearances":6,"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":8,"rejected_reason":"","accepted_reason":"high_store_likelihood_score"},{"competitor_name":"評判の居酒屋","appearance_count":6,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities","no_citation_overlap_with_self"],"estimated_market_share":1.18,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"出典付きクレーム（仕入・受賞・地理）を llms.txt / FAQ へ展開","rationale":"競合と同じ応答内で出典が付かないと推薦の根拠が弱く見えやすいです。","action_type":"citation_evidence"},{"priority":"medium","title":"評判の居酒屋 を CompetitorEntity 昇格基準まで観測する（追加 Replay）","rationale":"実 Replay には頻出するが promote 閾値未達のため、観測ジョブを追加します。","action_type":"monitor_more_replays"}],"name":"評判の居酒屋","appearances":6,"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":10,"rejected_reason":"","accepted_reason":"high_store_likelihood_score"},{"competitor_name":"磯丸水産","appearance_count":6,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities","no_citation_overlap_with_self"],"estimated_market_share":1.18,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"出典付きクレーム（仕入・受賞・地理）を llms.txt / FAQ へ展開","rationale":"競合と同じ応答内で出典が付かないと推薦の根拠が弱く見えやすいです。","action_type":"citation_evidence"},{"priority":"medium","title":"磯丸水産 を CompetitorEntity 昇格基準まで観測する（追加 Replay）","rationale":"実 Replay には頻出するが promote 閾値未達のため、観測ジョブを追加します。","action_type":"monitor_more_replays"}],"name":"磯丸水産","appearances":6,"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":8,"rejected_reason":"","accepted_reason":"high_store_likelihood_score"},{"competitor_name":"今すぐ","appearance_count":4,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities","no_citation_overlap_with_self"],"estimated_market_share":0.78,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"出典付きクレーム（仕入・受賞・地理）を llms.txt / FAQ へ展開","rationale":"競合と同じ応答内で出典が付かないと推薦の根拠が弱く見えやすいです。","action_type":"citation_evidence"}],"name":"今すぐ","appearances":4,"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":6,"rejected_reason":"","accepted_reason":"recurrent_in_replay"},{"competitor_name":"人気の居酒屋","appearance_count":4,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities","no_citation_overlap_with_self"],"estimated_market_share":0.78,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"出典付きクレーム（仕入・受賞・地理）を llms.txt / FAQ へ展開","rationale":"競合と同じ応答内で出典が付かないと推薦の根拠が弱く見えやすいです。","action_type":"citation_evidence"}],"name":"人気の居酒屋","appearances":4,"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":10,"rejected_reason":"","accepted_reason":"high_store_likelihood_score"},{"competitor_name":"武蔵小杉で日本酒が豊富なお店","appearance_count":3,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities"],"estimated_market_share":0.59,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"low","title":"武蔵小杉で日本酒が豊富なお店 との差別化ストーリーを 1 行短文化","rationale":"実 Replay Log の出現は観察済みです。差別化短文を AI 参照面へ展開します。","action_type":"counter_positioning_story"}],"name":"武蔵小杉で日本酒が豊富なお店","appearances":3,"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":8,"rejected_reason":"","accepted_reason":"high_store_likelihood_score"},{"competitor_name":"武蔵小杉で地酒が充実しているお店","appearance_count":3,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities"],"estimated_market_share":0.59,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"low","title":"武蔵小杉で地酒が充実しているお店 との差別化ストーリーを 1 行短文化","rationale":"実 Replay Log の出現は観察済みです。差別化短文を AI 参照面へ展開します。","action_type":"counter_positioning_story"}],"name":"武蔵小杉で地酒が充実しているお店","appearances":3,"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":8,"rejected_reason":"","accepted_reason":"high_store_likelihood_score"}],"top_competitors":[{"name":"近隣チェーンX","appearances":38},{"name":"B店創作和食","appearances":21},{"name":"居酒屋","appearances":12},{"name":"楽しめる居酒屋","appearances":10},{"name":"自慢の居酒屋","appearances":7},{"name":"落ち着いた雰囲気の和食店","appearances":6},{"name":"評判の居酒屋","appearances":6},{"name":"磯丸水産","appearances":6},{"name":"今すぐ","appearances":4},{"name":"人気の居酒屋","appearances":4},{"name":"武蔵小杉で日本酒が豊富なお店","appearances":3},{"name":"武蔵小杉で地酒が充実しているお店","appearances":3}],"sources_used":["ai_language_insights","ai_search_console","replay_monitoring","ai_recommendation_replay"],"replay_log_data_block":{"competitor_insights":[{"competitor_name":"近隣チェーンX","name":"近隣チェーンX","appearances":38,"appearance_count":38,"advantage_signals":["co_recommended_with_self","co_cited_with_self"],"missing_signals":["not_yet_promoted_to_competitor_entities"],"estimated_market_share":7.45,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"近隣チェーンX を CompetitorEntity 昇格基準まで観測する（追加 Replay）","rationale":"実 Replay には頻出するが promote 閾値未達のため、観測ジョブを追加します。","action_type":"monitor_more_replays"}],"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":1,"rejected_reason":"","accepted_reason":"co_recommended_multiple_times"},{"competitor_name":"B店創作和食","name":"B店創作和食","appearances":21,"appearance_count":21,"advantage_signals":["co_recommended_with_self","co_cited_with_self"],"missing_signals":["not_yet_promoted_to_competitor_entities"],"estimated_market_share":4.12,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"B店創作和食 を CompetitorEntity 昇格基準まで観測する（追加 Replay）","rationale":"実 Replay には頻出するが promote 閾値未達のため、観測ジョブを追加します。","action_type":"monitor_more_replays"}],"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":8,"rejected_reason":"","accepted_reason":"co_recommended_multiple_times"},{"competitor_name":"居酒屋","name":"居酒屋","appearances":12,"appearance_count":12,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities","no_citation_overlap_with_self"],"estimated_market_share":2.35,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"出典付きクレーム（仕入・受賞・地理）を llms.txt / FAQ へ展開","rationale":"競合と同じ応答内で出典が付かないと推薦の根拠が弱く見えやすいです。","action_type":"citation_evidence"},{"priority":"medium","title":"居酒屋 を CompetitorEntity 昇格基準まで観測する（追加 Replay）","rationale":"実 Replay には頻出するが promote 閾値未達のため、観測ジョブを追加します。","action_type":"monitor_more_replays"}],"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":10,"rejected_reason":"","accepted_reason":"high_store_likelihood_score"},{"competitor_name":"楽しめる居酒屋","name":"楽しめる居酒屋","appearances":10,"appearance_count":10,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities","no_citation_overlap_with_self"],"estimated_market_share":1.96,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"出典付きクレーム（仕入・受賞・地理）を llms.txt / FAQ へ展開","rationale":"競合と同じ応答内で出典が付かないと推薦の根拠が弱く見えやすいです。","action_type":"citation_evidence"},{"priority":"medium","title":"楽しめる居酒屋 を CompetitorEntity 昇格基準まで観測する（追加 Replay）","rationale":"実 Replay には頻出するが promote 閾値未達のため、観測ジョブを追加します。","action_type":"monitor_more_replays"}],"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":10,"rejected_reason":"","accepted_reason":"high_store_likelihood_score"},{"competitor_name":"自慢の居酒屋","name":"自慢の居酒屋","appearances":7,"appearance_count":7,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities","no_citation_overlap_with_self"],"estimated_market_share":1.37,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"出典付きクレーム（仕入・受賞・地理）を llms.txt / FAQ へ展開","rationale":"競合と同じ応答内で出典が付かないと推薦の根拠が弱く見えやすいです。","action_type":"citation_evidence"},{"priority":"medium","title":"自慢の居酒屋 を CompetitorEntity 昇格基準まで観測する（追加 Replay）","rationale":"実 Replay には頻出するが promote 閾値未達のため、観測ジョブを追加します。","action_type":"monitor_more_replays"}],"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":10,"rejected_reason":"","accepted_reason":"high_store_likelihood_score"},{"competitor_name":"落ち着いた雰囲気の和食店","name":"落ち着いた雰囲気の和食店","appearances":6,"appearance_count":6,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities","no_citation_overlap_with_self"],"estimated_market_share":1.18,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"出典付きクレーム（仕入・受賞・地理）を llms.txt / FAQ へ展開","rationale":"競合と同じ応答内で出典が付かないと推薦の根拠が弱く見えやすいです。","action_type":"citation_evidence"},{"priority":"medium","title":"落ち着いた雰囲気の和食店 を CompetitorEntity 昇格基準まで観測する（追加 Replay）","rationale":"実 Replay には頻出するが promote 閾値未達のため、観測ジョブを追加します。","action_type":"monitor_more_replays"}],"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":8,"rejected_reason":"","accepted_reason":"high_store_likelihood_score"},{"competitor_name":"評判の居酒屋","name":"評判の居酒屋","appearances":6,"appearance_count":6,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities","no_citation_overlap_with_self"],"estimated_market_share":1.18,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"出典付きクレーム（仕入・受賞・地理）を llms.txt / FAQ へ展開","rationale":"競合と同じ応答内で出典が付かないと推薦の根拠が弱く見えやすいです。","action_type":"citation_evidence"},{"priority":"medium","title":"評判の居酒屋 を CompetitorEntity 昇格基準まで観測する（追加 Replay）","rationale":"実 Replay には頻出するが promote 閾値未達のため、観測ジョブを追加します。","action_type":"monitor_more_replays"}],"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":10,"rejected_reason":"","accepted_reason":"high_store_likelihood_score"},{"competitor_name":"磯丸水産","name":"磯丸水産","appearances":6,"appearance_count":6,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities","no_citation_overlap_with_self"],"estimated_market_share":1.18,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"出典付きクレーム（仕入・受賞・地理）を llms.txt / FAQ へ展開","rationale":"競合と同じ応答内で出典が付かないと推薦の根拠が弱く見えやすいです。","action_type":"citation_evidence"},{"priority":"medium","title":"磯丸水産 を CompetitorEntity 昇格基準まで観測する（追加 Replay）","rationale":"実 Replay には頻出するが promote 閾値未達のため、観測ジョブを追加します。","action_type":"monitor_more_replays"}],"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":8,"rejected_reason":"","accepted_reason":"high_store_likelihood_score"},{"competitor_name":"今すぐ","name":"今すぐ","appearances":4,"appearance_count":4,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities","no_citation_overlap_with_self"],"estimated_market_share":0.78,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"出典付きクレーム（仕入・受賞・地理）を llms.txt / FAQ へ展開","rationale":"競合と同じ応答内で出典が付かないと推薦の根拠が弱く見えやすいです。","action_type":"citation_evidence"}],"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":6,"rejected_reason":"","accepted_reason":"recurrent_in_replay"},{"competitor_name":"人気の居酒屋","name":"人気の居酒屋","appearances":4,"appearance_count":4,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities","no_citation_overlap_with_self"],"estimated_market_share":0.78,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"medium","title":"出典付きクレーム（仕入・受賞・地理）を llms.txt / FAQ へ展開","rationale":"競合と同じ応答内で出典が付かないと推薦の根拠が弱く見えやすいです。","action_type":"citation_evidence"}],"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":10,"rejected_reason":"","accepted_reason":"high_store_likelihood_score"},{"competitor_name":"武蔵小杉で日本酒が豊富なお店","name":"武蔵小杉で日本酒が豊富なお店","appearances":3,"appearance_count":3,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities"],"estimated_market_share":0.59,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"low","title":"武蔵小杉で日本酒が豊富なお店 との差別化ストーリーを 1 行短文化","rationale":"実 Replay Log の出現は観察済みです。差別化短文を AI 参照面へ展開します。","action_type":"counter_positioning_story"}],"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":8,"rejected_reason":"","accepted_reason":"high_store_likelihood_score"},{"competitor_name":"武蔵小杉で地酒が充実しているお店","name":"武蔵小杉で地酒が充実しているお店","appearances":3,"appearance_count":3,"advantage_signals":[],"missing_signals":["no_strong_advantage_signal_yet","not_yet_promoted_to_competitor_entities"],"estimated_market_share":0.59,"visibility_gap_score":8.0,"recommended_counter_actions":[{"priority":"low","title":"武蔵小杉で地酒が充実しているお店 との差別化ストーリーを 1 行短文化","rationale":"実 Replay Log の出現は観察済みです。差別化短文を AI 参照面へ展開します。","action_type":"counter_positioning_story"}],"promoted_to_entities":false,"promote_mention_count":0,"providers_observed":[],"store_likelihood_score":8,"rejected_reason":"","accepted_reason":"high_store_likelihood_score"}],"rejected_competitor_candidates":[{"competitor_name":"X","store_likelihood_score":0,"rejected_reason":"too_short","rejected_count":33},{"competitor_name":"Y","store_likelihood_score":0,"rejected_reason":"too_short","rejected_count":33},{"competitor_name":"隣駅の〇〇寿司","store_likelihood_score":0,"rejected_reason":"brand_stopword","rejected_count":21},{"competitor_name":"A店","store_likelihood_score":0,"rejected_reason":"too_short","rejected_count":6},{"competitor_name":"B店","store_likelihood_score":0,"rejected_reason":"too_short","rejected_count":6},{"competitor_name":"C店","store_likelihood_score":0,"rejected_reason":"too_short","rejected_count":6},{"competitor_name":"静か","store_likelihood_score":0,"rejected_reason":"too_short","rejected_count":2},{"competitor_name":"個室","store_likelihood_score":0,"rejected_reason":"too_short","rejected_count":1},{"competitor_name":"今週のおすすめ日本酒","store_likelihood_score":0,"rejected_reason":"brand_stopword","rejected_count":1},{"competitor_name":"接待","store_likelihood_score":0,"rejected_reason":"too_short","rejected_count":1},{"competitor_name":"魚民 武蔵小杉南口駅前店","store_likelihood_score":0,"rejected_reason":"brand_stopword","rejected_count":1}],"rows_scanned":240,"entities_scanned":0,"self_mention_rate":24.58,"sources_used":["ai_recommendation_replay"],"competitor_quality_report":{"candidates_scanned":123,"accepted_count":12,"rejected_count":111,"rejection_breakdown":{"too_short":88,"brand_stopword":23},"acceptance_rate":0.0976,"min_appearance_count":2,"likelihood_override_threshold":8}},"competitor_quality_report":{"candidates_scanned":123,"accepted_count":12,"rejected_count":111,"rejection_breakdown":{"too_short":88,"brand_stopword":23},"acceptance_rate":0.0976,"min_appearance_count":2,"likelihood_override_threshold":8}},"optimization_execution_plan":{"plan_summary":"優先アクションは「AI Search Console の弱点クエリを30日でFAQ短文へ転写するスプリント」。視認性ゲイン推定 67.1/100、月間粗利ゲイン推定 ¥62,518（既存エンジン由来のヒューリスティック）。","priority_ranked_actions":[{"action_id":"weak_query_faq_sprint","priority":"high","title":"AI Search Console の弱点クエリを30日でFAQ短文へ転写するスプリント","rationale":"Search Console の weak_queries が4件以上ある場合、まとめての FAQ 整備が中期で効きます","source_engines":["ai_search_console","ai_gap_analysis_engine"],"estimated_visibility_uplift":22.0,"estimated_revenue_uplift_yen":90000,"effort_band":"medium","horizon":"30d"},{"action_id":"english_menu_one_pager","priority":"high","title":"英語メニュー 1 ページのみを公開して旅行クエリの抜けを埋める","rationale":"Inbound OS が missing_signal を返している場合、観光クエリは英語ページ1枚で大きく改善することがあります","source_engines":["ai_inbound_recommendation_os","ai_gap_analysis_engine"],"estimated_visibility_uplift":7.5,"estimated_revenue_uplift_yen":24000,"effort_band":"low","horizon":"quick_win"},{"action_id":"patch_top_weak_query_faq","priority":"high","title":"AI Search Console の最弱クエリへ FAQ 1問だけ追加する","rationale":"weak_query_recovery が検知された場合、FAQ 1問の追加だけでも露出回復が見込めます","source_engines":["ai_search_console","ai_gap_analysis_engine"],"estimated_visibility_uplift":6.0,"estimated_revenue_uplift_yen":11000,"effort_band":"low","horizon":"quick_win"},{"action_id":"differentiation_evidence_pack","priority":"medium","title":"比較ログ上位3〜5社に対し、検証済みクレームを束ねた差別化エビデンスパックを公開する","rationale":"競合シェア上位は単発の FAQ では塗り替えにくく、検証済みクレームの集中投下が有効","source_engines":["ai_competitor_intelligence_engine","claim_graph"],"estimated_visibility_uplift":17.0,"estimated_revenue_uplift_yen":75000,"effort_band":"medium","horizon":"60d"},{"action_id":"trust_evidence_sprint","priority":"medium","title":"Trust Verification のリスククレームに証跡（写真・URL・第三者情報）を付ける","rationale":"Trust 側で highest_risk_claim や safe_wording が示唆されている場合、長期の推薦安定性が向上します","source_engines":["trust_verification","claim_graph"],"estimated_visibility_uplift":9.0,"estimated_revenue_uplift_yen":40000,"effort_band":"medium","horizon":"60d"}],"quick_wins":[{"action_id":"patch_top_weak_query_faq","title":"AI Search Console の最弱クエリへ FAQ 1問だけ追加する","rationale":"weak_query_recovery が検知された場合、FAQ 1問の追加だけでも露出回復が見込めます","target_days":7,"effort_band":"low","estimated_visibility_uplift":6.0,"estimated_revenue_uplift_yen":11000,"source_engines":["ai_search_console","ai_gap_analysis_engine"]},{"action_id":"english_menu_one_pager","title":"英語メニュー 1 ページのみを公開して旅行クエリの抜けを埋める","rationale":"Inbound OS が missing_signal を返している場合、観光クエリは英語ページ1枚で大きく改善することがあります","target_days":7,"effort_band":"low","estimated_visibility_uplift":7.5,"estimated_revenue_uplift_yen":24000,"source_engines":["ai_inbound_recommendation_os","ai_gap_analysis_engine"]}],"high_impact_projects":[{"project_id":"weak_query_faq_sprint","title":"AI Search Console の弱点クエリを30日でFAQ短文へ転写するスプリント","rationale":"Search Console の weak_queries が4件以上ある場合、まとめての FAQ 整備が中期で効きます","target_days":30,"effort_band":"medium","estimated_visibility_uplift":22.0,"estimated_revenue_uplift_yen":90000,"related_actions":["patch_top_weak_query_faq"],"source_engines":["ai_search_console","ai_gap_analysis_engine"]},{"project_id":"differentiation_evidence_pack","title":"比較ログ上位3〜5社に対し、検証済みクレームを束ねた差別化エビデンスパックを公開する","rationale":"競合シェア上位は単発の FAQ では塗り替えにくく、検証済みクレームの集中投下が有効","target_days":60,"effort_band":"medium","estimated_visibility_uplift":17.0,"estimated_revenue_uplift_yen":75000,"related_actions":["counter_top_competitor_story"],"source_engines":["ai_competitor_intelligence_engine","claim_graph"]},{"project_id":"trust_evidence_sprint","title":"Trust Verification のリスククレームに証跡（写真・URL・第三者情報）を付ける","rationale":"Trust 側で highest_risk_claim や safe_wording が示唆されている場合、長期の推薦安定性が向上します","target_days":45,"effort_band":"medium","estimated_visibility_uplift":9.0,"estimated_revenue_uplift_yen":40000,"related_actions":["expectation_alignment_repair"],"source_engines":["trust_verification","claim_graph"]}],"estimated_visibility_gain":67.1,"estimated_revenue_gain_yen":62518,"estimated_revenue_gain":{"monthly_yen_estimate":62518,"monthly_yen_estimate_gross":62520,"monthly_yen_lower_band":34384,"monthly_yen_upper_band":87525,"cost_increment_yen_estimate":2,"current_cost_yen_estimate":7,"drivers":["revenue_per_click_uplift","decision_journey_blocker_clear","ai_cost_offset_applied"],"notes":"Heuristic composite — assumes the proposed actions land within 30〜60日 and tracking quality is at least partial. Phase 7-C deducts a 30% cost increment from the gross gain when AI cost is observed."},"optimization_execution_plan":[{"step":1,"title":"7日以内: 英語メニュー 1 ページのみを公開して旅行クエリの抜けを埋める","deadline_days":7,"expected_effect":"視認性 +7.5pt 程度を狙う","related_action_ids":["english_menu_one_pager","patch_top_weak_query_faq"]},{"step":2,"title":"30日以内: AI Search Console の弱点クエリを30日でFAQ短文へ転写するスプリント","deadline_days":30,"expected_effect":"視認性 +22.0pt / 月間粗利 +90,000円","related_action_ids":["weak_query_faq_sprint"]},{"step":3,"title":"60〜90日: 比較ログ上位3〜5社に対し、検証済みクレームを束ねた差別化エビデンスパックを公開する","deadline_days":60,"expected_effect":"視認性 +17.0pt / 月間粗利 +75,000円","related_action_ids":["differentiation_evidence_pack"]}],"optimization_feedback_loop":[{"metric_id":"replay_monitoring_mention_rate","label_ja":"スケジュールリプレイ言及率（%）","source_engine":"replay_monitoring","target_change_direction":"up","review_in_days":14},{"metric_id":"ai_search_console_visibility_score","label_ja":"AI Search Console 視認性スコア","source_engine":"ai_search_console","target_change_direction":"up","review_in_days":21},{"metric_id":"ai_search_console_weak_queries_count","label_ja":"弱点クエリ数（少ないほど良い）","source_engine":"ai_search_console","target_change_direction":"down","review_in_days":30},{"metric_id":"inbound_revenue_attribution_estimate","label_ja":"Inbound Revenue Attribution 見込み売上（円）","source_engine":"inbound_revenue_attribution","target_change_direction":"up","review_in_days":30},{"metric_id":"inbound_revenue_attribution_record_count","label_ja":"Inbound Revenue Attribution 記録件数","source_engine":"inbound_revenue_attribution","target_change_direction":"up","review_in_days":14},{"metric_id":"experience_feedback_repeat_visit_signal","label_ja":"再来訪シグナル（0–100）","source_engine":"experience_feedback","target_change_direction":"up","review_in_days":30},{"metric_id":"experience_feedback_sentiment_negative_ratio","label_ja":"ネガティブ feedback 比率","source_engine":"experience_feedback","target_change_direction":"down","review_in_days":14},{"metric_id":"expectation_alignment_top_dimension_gap","label_ja":"最大期待ギャップ次元のギャップ値","source_engine":"expectation_alignment","target_change_direction":"down","review_in_days":21},{"metric_id":"recommendation_reality_revisit_component","label_ja":"Reality Score · 再来訪コンポーネント","source_engine":"recommendation_reality","target_change_direction":"up","review_in_days":30},{"metric_id":"recommendation_reality_cultural_alignment_component","label_ja":"Reality Score · 文化整合コンポーネント","source_engine":"recommendation_reality","target_change_direction":"up","review_in_days":30}],"sources_used":["ai_search_console","ai_gap_analysis_engine","ai_inbound_recommendation_os","ai_competitor_intelligence_engine","claim_graph","trust_verification","inbound_revenue_attribution","recommendation_reality","replay_monitoring","ai_publishing_engine","ai_publishing_health","ai_decision_journey","store_brain","today_menu_status","conversion_profile"],"disclaimer":"本計画は既存サブエンジンの出力を合成したヒューリスティックです（新規DB/集計なし）。 推定値は将来の保証ではなく、optimization_feedback_loop の指標で14〜45日後に再評価してください。"},"system_architecture_insights":{"headline":"AIO Engine は安定稼働しています","top_risk":"replay analysis + publishing health audit はオンデマンドでコストが集中しやすい","recommended_refactor":"キャッシュTTL運用と lightweight クエリの併用"},"strategy_recommendation":{"priority_focus":"chatgpt","strategy_summary":"ChatGPT経由を当面の優先ソースとして強化しましょう。\n現在はAIクリック導線に改善余地が大きく見込めます。","recommendations":[{"priority":"high","area":"chatgpt","title":"ChatGPT向けに引用文とAI専用リンク露出を優先する","reason":"流入または売上の寄与が大きいソースにチューニングするとROIが出やすいです","action":"citation-profile の ai_citation_text と offer-profile の snippets を回答に転記しやすい長さへ整える"},{"priority":"high","area":"conversion","title":"AI専用リンクとお得訴求の露出を強化する","reason":"AI経由クリックが全体として薄く売上归因の入力が増えにくいです","action":"offer-profile の tracking_links と primary_offer.cta を回答文に短文で添える"},{"priority":"medium","area":"mention","title":"AI推薦テストを回してベースラインを測る","reason":"テスト結果がないためmention改善の起点がありません","action":"aio-test-result を複数モデルから定期投稿する運用フローを作る"}],"next_best_actions":["AI専用リンクを回答文に露出する","ChatGPT用リンクを回答文・FAQに露出する","予約完了計測をTableCheck等と連携して booking-event に送る","テスト質問を月次で固定化し mention 進捗を記録する"]}}}