{"summary":{"analyzed":true,"build_worthy":false,"build_worthy_family_key":"search-visibility","build_worthy_family_name":"search visibility operations","build_worthy_reason":"This row is supporting evidence for the linked opportunity family; use the family card, not this row, for the build decision.","build_worthy_scope":"opportunity_family","comments_returned":1,"commercial_card_missing_count":0,"commercial_card_status":"complete","commercial_context_status":"linked_opportunity","commercial_context_status_label":"Evidence linked to opportunity","evidence_context_status":"linked_opportunity","evidence_context_status_label":"Evidence linked to opportunity","evidence_role":"supports_opportunity_family","evidence_role_label":"Evidence supporting opportunity family","evidence_role_reason":"This row is supporting evidence for the linked opportunity family; use the family card, not this row, for the build decision.","intelligence_role":"supporting_evidence","intelligence_role_label":"Supporting evidence","is_build_worthy":false,"opportunity_context_status":"linked_opportunity","opportunity_context_status_label":"Evidence linked to opportunity","opportunity_decision_status":"supporting_evidence","opportunity_decision_status_label":"Supporting evidence","opportunity_relevance":0.38,"plugin_name":"Ad Inserter – Ad Manager & AdSense Ads","promotion_reason":"This row is supporting evidence linked to a commercial opportunity family, not the build-worthy opportunity itself.","promotion_status":"linked_opportunity","promotion_status_label":"Evidence linked to opportunity","recommendation_role":"evidence_input","recommendation_role_label":"Evidence input","reply_count":1,"row_is_build_worthy":false,"row_is_opportunity":false,"row_role":"supporting_evidence","row_role_label":"Supporting evidence","sentiment":"praise","severity":"medium","slug":"ad-inserter","source":"review","source_link_count":2,"url":"https://wordpress.org/support/topic/this-is-a-wonderful-plugin-4/","worth_validating":false,"source_count":0,"source_evidence_summary":{"total":35,"source_evidence_rows":7,"source_link_rows":7,"source_count_only_rows":0,"missing_source_evidence_rows":28,"source_evidence_not_applicable_rows":0,"source_link_coverage_percent":20.0,"evidence_required_rows":0,"evidence_required_rows_missing_source_links":0,"build_worthy_rows_missing_source_links":0,"decision_rows_missing_source_links":0,"missing_source_examples":[]},"commercial_readiness":{"total":35,"validation_ready":0,"core_validation_ready_rows":0,"family_wide_validation_ready_rows":0,"core_only_validation_ready_rows":0,"validation_scope_status":"not_ready","validation_scope_label":"Not ready","validation_scope_warning":"","validation_scope_counts":[{"scope":"not_validation_ready","label":"Not validation-ready","count":35}],"blocker_count":68,"caution_count":0,"status_counts":[{"status":"needs_external_proof","label":"Needs outside proof","count":34},{"status":"needs_family_proof","label":"Needs family proof","count":1}],"blocker_counts":[{"label":"Outside proof needed: not validated","count":34},{"label":"Commercial gate not complete: proof blocked","count":34}],"caution_counts":[],"ready_for_buyer_validation":0,"needs_external_proof":34,"needs_family_proof":1,"needs_report":0,"needs_thesis_detail":0,"needs_thesis_sharpening":0,"research_first":0,"research_only":0,"hold":0,"unclassified":0,"core_wedge_validation_ready_rows":0,"full_family_validation_ready_rows":0,"scope_limited_validation_rows":0,"full_family_claim_ready_rows":0,"validation_claim_scope_policy":"Core-only validation rows are worth buyer testing, but they must not be presented as full-family commercial opportunities until family_wide_validation_ready is true."},"commercial_readiness_summary":{"status":"needs_family_proof","label":"Needs family proof","validation_ready":false,"family_key":"search-visibility","family_name":"search visibility operations","decision_bucket":"proof_blocked","decision_bucket_label":"Proof Blocked","proof_status":"validated_core","proof_status_label":"Validated core","commercial_gate_status":"complete","commercial_gate_label":"Gate complete","commercial_gate_passed":7,"commercial_gate_total":7,"commercial_card_status":"complete","commercial_card_complete":true,"commercial_card_missing_count":0,"blockers":[],"blocker_count":0,"cautions":[],"caution_count":0,"next_action":"Finish the missing outside proof, then test buyer urgency with SEO consultants managing WordPress sites: monitor amp drift, schema/indexing failures, and client-readable search-impact fixes.","dossier_url":"/opportunities/families/search-visibility/dossier","dossier_api_url":"/api/opportunities/families/search-visibility/dossier"},"readiness_summary":{"status":"needs_family_proof","label":"Needs family proof","validation_ready":false,"family_key":"search-visibility","family_name":"search visibility operations","decision_bucket":"proof_blocked","decision_bucket_label":"Proof Blocked","proof_status":"validated_core","proof_status_label":"Validated core","commercial_gate_status":"complete","commercial_gate_label":"Gate complete","commercial_gate_passed":7,"commercial_gate_total":7,"commercial_card_status":"complete","commercial_card_complete":true,"commercial_card_missing_count":0,"blockers":[],"blocker_count":0,"cautions":[],"caution_count":0,"next_action":"Finish the missing outside proof, then test buyer urgency with SEO consultants managing WordPress sites: monitor amp drift, schema/indexing failures, and client-readable search-impact fixes.","dossier_url":"/opportunities/families/search-visibility/dossier","dossier_api_url":"/api/opportunities/families/search-visibility/dossier"},"cache_source":"durable_research_stale","cache_age_seconds":8157,"payload_mode":"compact","full_payload_url":"/api/evidence/source?full=true&compact_schema=evidence-source-v2&url=https%3A//wordpress.org/support/topic/this-is-a-wonderful-plugin-4/&comment_limit=80&text_limit=12000","row_key":"rows","source_row_key":"rows","rows_shown":1,"comments_shown":1,"evidence_summary":{"total":1,"source_evidence_rows":0,"source_link_rows":1,"source_count_only_rows":0,"missing_source_evidence_rows":0,"source_evidence_not_applicable_rows":0,"source_link_coverage_percent":100.0,"evidence_required_rows":0,"evidence_required_rows_missing_source_links":0,"build_worthy_rows_missing_source_links":0,"decision_rows_missing_source_links":0,"missing_source_examples":[]}},"rows":[{"section":"source","row_type":"source","url":"https://wordpress.org/support/topic/this-is-a-wonderful-plugin-4/","slug":"ad-inserter","plugin_name":"Ad Inserter – Ad Manager & AdSense Ads","source":"review","sentiment":"praise","severity":"medium","opportunity_relevance":0.38,"reply_count":1,"comments_returned":1,"analyzed":true,"source_link_count":2,"title":"This is a wonderful plugin!","author":"kordi","published_at":"2026-04-16T07:16:00+00:00","rating":5,"resolved":false,"collected_at":"2026-05-28T12:28:23+00:00","intent":"positive_feedback","summary":"This is a wonderful plugin!: praise conversation with limited structured signal.","evidence_quote":"This is a wonderful plugin! This is a wonderful plugin! This is a wonderful plugin! Thank you very much! Thank you very much!","confidence":0.45,"analyzed_at":"2026-05-28T12:28:24+00:00","market_key":"amp","market_name":"Amp","market_url":"/markets/amp","opportunity_url":"/opportunities/amp","family_key":"search-visibility","family_name":"search visibility operations","opportunity_family_key":"search-visibility","opportunity_family_name":"search visibility operations","buyer":"site owners, SEO consultants, and agencies","what_to_build":"Amp search visibility assurance for protecting search visibility and structured data quality","urgent_problem":"SEO and schema issues can quietly damage search performance until reports expose the loss.","problem":"SEO and schema issues can quietly damage search performance until reports expose the loss.","competitor_gap":"Gap to test: can buyers monitor amp drift, schema/indexing failures, and client-readable search-impact fixes before schema, indexing, and search-visibility risk. pain: schema, sitemap, or indexing reliability risk (10 signals). weak-incumbent evidence gives 42 teardown...","proof_support":"Proof base: outside proof that buyers already pay around the workflow, paid-adjacent plugin or pricing signals, repeated WordPress pain, and weak incumbent coverage around protecting search visibility and structured data quality.","needs_validation":"finish the missing outside proof, then test buyer urgency with SEO consultants managing WordPress sites: monitor amp drift, schema/indexing failures, and client-readable search-impact fixes.","what_still_needs_validation":"finish the missing outside proof, then test buyer urgency with SEO consultants managing WordPress sites: monitor amp drift, schema/indexing failures, and client-readable search-impact fixes.","commercial_attractiveness":"Commercial pull comes from SEO consultants managing WordPress sites: SEO and schema issues can quietly damage search performance until reports expose the loss. The first paid wedge is to monitor amp drift, schema/indexing failures, and client-readable search-impact fixes....","first_validation_wedge":"monitor amp drift, schema/indexing failures, and client-readable search-impact fixes","mvp_wedge":"monitor amp drift, schema/indexing failures, and client-readable search-impact fixes","decision_bucket":"proof_blocked","decision_bucket_label":"Proof Blocked","row_role":"supporting_evidence","recommendation_role":"evidence_input","evidence_role":"supports_opportunity_family","promotion_status":"linked_opportunity","promotion_status_label":"Evidence linked to opportunity","promotion_reason":"This row is supporting evidence linked to a commercial opportunity family, not the build-worthy opportunity itself.","is_build_worthy":false,"worth_validating":false,"build_worthy_scope":"opportunity_family","build_worthy_family_key":"search-visibility","opportunity_decision_status":"supporting_evidence","body_summary":"This is a wonderful plugin!","source_links":[{"source_url":"https://wordpress.org/support/topic/this-is-a-wonderful-plugin-4/","url":"https://wordpress.org/support/topic/this-is-a-wonderful-plugin-4/","original_url":"https://wordpress.org/support/topic/this-is-a-wonderful-plugin-4/","source_page_url":"/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Fthis-is-a-wonderful-plugin-4%2F","source_api_url":"/api/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Fthis-is-a-wonderful-plugin-4%2F"}]}],"plugin":{"active_installs":300000,"api_url":"/api/plugins/ad-inserter","downloaded":18830140,"name":"Ad Inserter – Ad Manager & AdSense Ads","rating":98.0,"slug":"ad-inserter","tags":["ad manager","ad rotation","ads","adsense","amp"],"url":"/plugin/ad-inserter"},"conversation":{"url":"https://wordpress.org/support/topic/this-is-a-wonderful-plugin-4/","slug":"ad-inserter","source":"review","title":"This is a wonderful plugin!","author":"kordi","published_at":"2026-04-16T07:16:00+00:00","rating":5,"resolved":false,"reply_count":1,"collected_at":"2026-05-28T12:28:23+00:00","body_summary":"This is a wonderful plugin!","full_text_summary":"This is a wonderful plugin! Thank you very much!"},"analysis":{"affected_feature":null,"analyzed_at":"2026-05-28T12:28:24+00:00","complaint_types":[],"confidence":0.45,"conversation_url":"https://wordpress.org/support/topic/this-is-a-wonderful-plugin-4/","evidence_quote":"This is a wonderful plugin! This is a wonderful plugin! This is a wonderful plugin! Thank you very much! Thank you very much!","intent":"positive_feedback","issue_labels":[],"model":"heuristic-v1","opportunity_relevance":0.38,"praise_types":[],"sentiment":"praise","severity":"medium","slug":"ad-inserter","source":"review","summary":"This is a wonderful plugin!: praise conversation with limited structured signal."},"comments":[{"position":1,"author":"Spacetime","published_at":"2026-04-16T08:38:00+00:00","body_summary":"Thank you very much!"}],"source_links":[{"source_url":"https://wordpress.org/support/topic/this-is-a-wonderful-plugin-4/","url":"https://wordpress.org/support/topic/this-is-a-wonderful-plugin-4/","original_url":"https://wordpress.org/support/topic/this-is-a-wonderful-plugin-4/","source_page_url":"/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Fthis-is-a-wonderful-plugin-4%2F","source_api_url":"/api/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Fthis-is-a-wonderful-plugin-4%2F"},{"source_url":"https://wordpress.org/plugins/ad-inserter/","url":"https://wordpress.org/plugins/ad-inserter/","original_url":"https://wordpress.org/plugins/ad-inserter/","source_page_url":"/plugin/ad-inserter","source_api_url":"/api/plugins/ad-inserter"}],"source_link_count":2,"market_key":"amp","market_name":"Amp","market_url":"/markets/amp","opportunity_url":"/opportunities/amp","opportunity_card":{"key":"search-visibility","name":"search visibility operations","family_key":"search-visibility","family_name":"search visibility operations","family_label":"search visibility operations","display_name":"Amp search visibility assurance","opportunity_name":"Amp search visibility assurance","opportunity_label":"Amp search visibility assurance","decision_bucket":"proof_blocked","commercial_readiness_status":"needs_family_proof","commercial_readiness_label":"Needs family proof","validation_ready":false,"is_build_worthy":false,"row_role":"opportunity_family","recommendation_role":"commercial_opportunity_candidate","buyer":"site owners, SEO consultants, and agencies","who_buys":"site owners, SEO consultants, and agencies","primary_buyer_segment":"SEO consultants managing WordPress sites","urgent_problem":"SEO and schema issues can quietly damage search performance until reports expose the loss.","problem":"SEO and schema issues can quietly damage search performance until reports expose the loss.","pain":"SEO and schema issues can quietly damage search performance until reports expose the loss.","what_to_build":"Amp search visibility assurance for protecting search visibility and structured data quality","first_validation_wedge":"monitor amp drift, schema/indexing failures, and client-readable search-impact fixes","mvp_wedge":"monitor amp drift, schema/indexing failures, and client-readable search-impact fixes","wedge":"monitor amp drift, schema/indexing failures, and client-readable search-impact fixes","source_count":11,"source_link_count":11,"next_action":"Finish the missing outside proof, then test buyer urgency with SEO consultants managing WordPress sites: monitor amp drift, schema/indexing failures, and client-readable search-impact fixes.","family_dossier_url":"/opportunities/families/search-visibility/dossier","opportunity_family_dossier_url":"/opportunities/families/search-visibility/dossier","family_dossier_api_url":"/api/opportunities/families/search-visibility/dossier","opportunity_family_dossier_api_url":"/api/opportunities/families/search-visibility/dossier","urls":{"dossier":"/opportunities/families/search-visibility/dossier","family":"/opportunities?family=search-visibility"},"api_urls":{"dossier":"/api/opportunities/families/search-visibility/dossier","family":"/api/opportunities/families?family=search-visibility"},"family_url":"/opportunities?family=search-visibility","opportunity_family_url":"/opportunities?family=search-visibility","opportunity_family_api_url":"/api/opportunities/families?family=search-visibility","commercial_gate_status":"complete","commercial_gate_label":"Gate complete","commercial_card_status":"complete","commercial_card_missing_count":0},"commercial_card_summary":{"status":"complete","status_label":"complete","missing_count":0,"passed":9,"required":9,"summary":{}},"commercial_card_checklist":[{"key":"what_to_build","label":"What to build","passed":true,"status":"pass","detail":"Amp search visibility assurance for protecting search visibility and structured data quality"},{"key":"specific_buyer","label":"Specific buyer","passed":true,"status":"pass","detail":"site owners, SEO consultants, and agencies"},{"key":"urgent_problem","label":"Urgent problem","passed":true,"status":"pass","detail":"SEO and schema issues can quietly damage search performance until reports expose the loss."},{"key":"competitor_gap","label":"Competitor gap","passed":true,"status":"pass","detail":"Gap to test: can buyers monitor amp drift, schema/indexing failures, and client-readable search-impact fixes before schema, indexing, and search-visibility risk. pain: schema, sitemap, or indexing reliability risk (10 si"}],"family_key":"search-visibility","family_name":"search visibility operations","opportunity_family_key":"search-visibility","opportunity_family_name":"search visibility operations","buyer":"site owners, SEO consultants, and agencies","what_to_build":"Amp search visibility assurance for protecting search visibility and structured data quality","urgent_problem":"SEO and schema issues can quietly damage search performance until reports expose the loss.","problem":"SEO and schema issues can quietly damage search performance until reports expose the loss.","competitor_gap":"Gap to test: can buyers monitor amp drift, schema/indexing failures, and client-readable search-impact fixes before schema, indexing, and search-visibility risk. pain: schema, sitemap, or indexing reliability risk (10 signals). weak-incumbent evidence gives 42 teardown signal(s). Entry wedge: monitor amp drift, schema/indexing failures, and client-readable search-impact fixes.","proof_support":"Proof base: outside proof that buyers already pay around the workflow, paid-adjacent plugin or pricing signals, repeated WordPress pain, and weak incumbent coverage around protecting search visibility and structured data quality.","needs_validation":"finish the missing outside proof, then test buyer urgency with SEO consultants managing WordPress sites: monitor amp drift, schema/indexing failures, and client-readable search-impact fixes.","what_still_needs_validation":"finish the missing outside proof, then test buyer urgency with SEO consultants managing WordPress sites: monitor amp drift, schema/indexing failures, and client-readable search-impact fixes.","commercial_attractiveness":"Commercial pull comes from SEO consultants managing WordPress sites: SEO and schema issues can quietly damage search performance until reports expose the loss. The first paid wedge is to monitor amp drift, schema/indexing failures, and client-readable search-impact fixes. Revenue can come from scheduled audits, Search Console integrations, schema validation, alerts, and client-ready reports.","first_validation_wedge":"monitor amp drift, schema/indexing failures, and client-readable search-impact fixes","mvp_wedge":"monitor amp drift, schema/indexing failures, and client-readable search-impact fixes","decision_bucket":"proof_blocked","decision_bucket_label":"Proof Blocked","api_urls":{"evidence":"/api/evidence?slug=ad-inserter","market":"/markets/amp","opportunity":"/opportunities/amp","plugin":"/api/plugins/ad-inserter","source":"/api/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Fthis-is-a-wonderful-plugin-4%2F","wordpress":"https://wordpress.org/support/topic/this-is-a-wonderful-plugin-4/","family":"/api/opportunities/families?family=search-visibility","dossier":"/api/opportunities/families/search-visibility/dossier"},"commercial_readiness":{"total":35,"validation_ready":0,"core_validation_ready_rows":0,"family_wide_validation_ready_rows":0,"core_only_validation_ready_rows":0,"validation_scope_status":"not_ready","validation_scope_label":"Not ready","validation_scope_warning":"","validation_scope_counts":[{"scope":"not_validation_ready","label":"Not validation-ready","count":35}],"blocker_count":68,"caution_count":0,"status_counts":[{"status":"needs_external_proof","label":"Needs outside proof","count":34},{"status":"needs_family_proof","label":"Needs family proof","count":1}],"blocker_counts":[{"label":"Outside proof needed: not validated","count":34},{"label":"Commercial gate not complete: proof blocked","count":34}],"caution_counts":[],"ready_for_buyer_validation":0,"needs_external_proof":34,"needs_family_proof":1,"needs_report":0,"needs_thesis_detail":0,"needs_thesis_sharpening":0,"research_first":0,"research_only":0,"hold":0,"unclassified":0,"core_wedge_validation_ready_rows":0,"full_family_validation_ready_rows":0,"scope_limited_validation_rows":0,"full_family_claim_ready_rows":0,"validation_claim_scope_policy":"Core-only validation rows are worth buyer testing, but they must not be presented as full-family commercial opportunities until family_wide_validation_ready is true."},"readiness_summary":{"total":35,"validation_ready":0,"core_validation_ready_rows":0,"family_wide_validation_ready_rows":0,"core_only_validation_ready_rows":0,"validation_scope_status":"not_ready","validation_scope_label":"Not ready","validation_scope_warning":"","validation_scope_counts":[{"scope":"not_validation_ready","label":"Not validation-ready","count":35}],"blocker_count":68,"caution_count":0,"status_counts":[{"status":"needs_external_proof","label":"Needs outside proof","count":34},{"status":"needs_family_proof","label":"Needs family proof","count":1}],"blocker_counts":[{"label":"Outside proof needed: not validated","count":34},{"label":"Commercial gate not complete: proof blocked","count":34}],"caution_counts":[],"ready_for_buyer_validation":0,"needs_external_proof":34,"needs_family_proof":1,"needs_report":0,"needs_thesis_detail":0,"needs_thesis_sharpening":0,"research_first":0,"research_only":0,"hold":0,"unclassified":0,"core_wedge_validation_ready_rows":0,"full_family_validation_ready_rows":0,"scope_limited_validation_rows":0,"full_family_claim_ready_rows":0,"validation_claim_scope_policy":"Core-only validation rows are worth buyer testing, but they must not be presented as full-family commercial opportunities until family_wide_validation_ready is true."},"evidence_summary":{"total":1,"source_evidence_rows":0,"source_link_rows":1,"source_count_only_rows":0,"missing_source_evidence_rows":0,"source_evidence_not_applicable_rows":0,"source_link_coverage_percent":100.0,"evidence_required_rows":0,"evidence_required_rows_missing_source_links":0,"build_worthy_rows_missing_source_links":0,"decision_rows_missing_source_links":0,"missing_source_examples":[]},"cache":{"source":"durable_research_stale","generated_at":"2026-06-10T13:24:18+00:00","age_seconds":8157},"row_role":"supporting_evidence","recommendation_role":"evidence_input","evidence_role":"supports_opportunity_family","promotion_status":"linked_opportunity","promotion_status_label":"Evidence linked to opportunity","promotion_reason":"This row is supporting evidence linked to a commercial opportunity family, not the build-worthy opportunity itself.","is_build_worthy":false,"worth_validating":false,"build_worthy_scope":"opportunity_family","build_worthy_family_key":"search-visibility","opportunity_decision_status":"supporting_evidence"}