{"summary":{"analyzed":true,"build_worthy":false,"build_worthy_family_key":"media-video-ops","build_worthy_family_name":"media publishing and video 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":0.85,"plugin_name":"Feeds for YouTube (YouTube video, channel, and gallery plugin)","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":"complaint","severity":"high","slug":"feeds-for-youtube","source":"support","source_link_count":2,"url":"https://wordpress.org/support/topic/last-update-kills-my-website/","worth_validating":false,"source_count":0,"source_evidence_summary":{"total":30,"source_evidence_rows":7,"source_link_rows":7,"source_count_only_rows":0,"missing_source_evidence_rows":23,"source_evidence_not_applicable_rows":0,"source_link_coverage_percent":23.3,"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":30,"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":30}],"blocker_count":58,"caution_count":0,"status_counts":[{"status":"needs_external_proof","label":"Needs outside proof","count":29},{"status":"needs_family_proof","label":"Needs family proof","count":1}],"blocker_counts":[{"label":"Outside proof needed: not validated","count":29},{"label":"Commercial gate not complete: proof blocked","count":29}],"caution_counts":[],"ready_for_buyer_validation":0,"needs_external_proof":29,"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":"media-video-ops","family_name":"media publishing and video 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 publishers: test youtube embeds, players, thumbnails, browser behavior, and asset delivery failures.","dossier_url":"/opportunities/families/media-video-ops/dossier","dossier_api_url":"/api/opportunities/families/media-video-ops/dossier"},"readiness_summary":{"status":"needs_family_proof","label":"Needs family proof","validation_ready":false,"family_key":"media-video-ops","family_name":"media publishing and video 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 publishers: test youtube embeds, players, thumbnails, browser behavior, and asset delivery failures.","dossier_url":"/opportunities/families/media-video-ops/dossier","dossier_api_url":"/api/opportunities/families/media-video-ops/dossier"},"cache_source":"durable_stale","cache_age_seconds":11909,"payload_mode":"compact","full_payload_url":"/api/evidence/source?full=true&compact_schema=evidence-source-v2&url=https%3A//wordpress.org/support/topic/last-update-kills-my-website/&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/last-update-kills-my-website/","slug":"feeds-for-youtube","plugin_name":"Feeds for YouTube (YouTube video, channel, and gallery plugin)","source":"support","sentiment":"complaint","severity":"high","opportunity_relevance":0.85,"reply_count":1,"comments_returned":1,"analyzed":true,"source_link_count":2,"title":"Last update kills my website","author":"jackmac71","published_at":"2025-12-13T11:30:00+00:00","resolved":true,"collected_at":"2026-05-29T04:14:09+00:00","intent":"problem_report","affected_feature":"site rendering and editing","summary":"A YouTube feed update broke both backend editing and frontend rendering on a production site, forcing a rollback.","evidence_quote":"the last update makes it impossible to work on the website in backend","confidence":0.95,"analyzed_at":"2026-07-06T09:54:31+00:00","market_key":"youtube","market_name":"Youtube","market_url":"/markets/youtube","opportunity_url":"/opportunities/youtube","family_key":"media-video-ops","family_name":"media publishing and video operations","opportunity_family_key":"media-video-ops","opportunity_family_name":"media publishing and video operations","buyer":"publishers, creators, agencies, and media-heavy site owners","what_to_build":"Youtube media delivery assurance for keeping media embeds, galleries, watermarks, and video experiences reliable","urgent_problem":"Media-heavy sites lose engagement when embeds, players, thumbnails, or asset workflows break.","problem":"Media-heavy sites lose engagement when embeds, players, thumbnails, or asset workflows break.","competitor_gap":"Gap to test: can buyers test youtube embeds, players, thumbnails, browser behavior, and asset delivery failures before media embed, player, and asset-delivery reliability risk. pain: media embed, player, or thumbnail reliability risk (2 signals). weak-incumbent evidence...","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 keeping media embeds, galleries, watermarks, and video experiences reliable.","needs_validation":"finish the missing outside proof, then test buyer urgency with publishers: test youtube embeds, players, thumbnails, browser behavior, and asset delivery failures.","what_still_needs_validation":"finish the missing outside proof, then test buyer urgency with publishers: test youtube embeds, players, thumbnails, browser behavior, and asset delivery failures.","commercial_attractiveness":"Commercial pull comes from publishers: media-heavy sites lose engagement when embeds, players, thumbnails, or asset workflows break. The first paid wedge is to test youtube embeds, players, thumbnails, browser behavior, and asset delivery failures. Revenue can come from...","first_validation_wedge":"test youtube embeds, players, thumbnails, browser behavior, and asset delivery failures","mvp_wedge":"test youtube embeds, players, thumbnails, browser behavior, and asset delivery failures","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":"media-video-ops","opportunity_decision_status":"supporting_evidence","body_summary":"Hi there, the last update makes it impossible to work on the website in backend, the other problem it kills my sites on the frontend. The First Problem: all websites (excluded Posts) are not editable, it shows only...","issue_labels":["bugs","compatibility","site rendering and editing"],"source_links":[{"source_url":"https://wordpress.org/support/topic/last-update-kills-my-website/","url":"https://wordpress.org/support/topic/last-update-kills-my-website/","original_url":"https://wordpress.org/support/topic/last-update-kills-my-website/","source_page_url":"/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Flast-update-kills-my-website%2F","source_api_url":"/api/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Flast-update-kills-my-website%2F"}]}],"plugin":{"active_installs":100000,"api_url":"/api/plugins/feeds-for-youtube","downloaded":2228660,"name":"Feeds for YouTube (YouTube video, channel, and gallery plugin)","rating":98.0,"slug":"feeds-for-youtube","tags":["youtube","youtube channel","youtube feed","youtube gallery","youtube widget"],"url":"/plugin/feeds-for-youtube"},"conversation":{"url":"https://wordpress.org/support/topic/last-update-kills-my-website/","slug":"feeds-for-youtube","source":"support","title":"Last update kills my website","author":"jackmac71","published_at":"2025-12-13T11:30:00+00:00","resolved":true,"reply_count":1,"collected_at":"2026-05-29T04:14:09+00:00","body_summary":"Hi there, the last update makes it impossible to work on the website in backend, the other problem it kills my sites on the frontend. The First Problem: all websites (excluded Posts) are not editable, it shows only a blank site, no gutenberg editor, nothing. Sites on..."},"analysis":{"affected_feature":"site rendering and editing","analyzed_at":"2026-07-06T09:54:31+00:00","complaint_types":["bugs","compatibility"],"confidence":0.95,"conversation_url":"https://wordpress.org/support/topic/last-update-kills-my-website/","evidence_quote":"the last update makes it impossible to work on the website in backend","intent":"problem_report","issue_labels":["bugs","compatibility","site rendering and editing"],"model":"codex:gpt-5.5","opportunity_relevance":0.85,"praise_types":[],"sentiment":"complaint","severity":"high","slug":"feeds-for-youtube","source":"support","summary":"A YouTube feed update broke both backend editing and frontend rendering on a production site, forcing a rollback."},"comments":[{"position":1,"author":"Smash Balloon Nigel","published_at":"2025-12-17T15:04:00+00:00","body_summary":"Hi @jackmac71 , My apologies for the issues you encountered with our plugin and all the inconvenience it caused you. Some changes in a recent update caused fatal errors on a small number of websites. We released a..."}],"source_links":[{"source_url":"https://wordpress.org/support/topic/last-update-kills-my-website/","url":"https://wordpress.org/support/topic/last-update-kills-my-website/","original_url":"https://wordpress.org/support/topic/last-update-kills-my-website/","source_page_url":"/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Flast-update-kills-my-website%2F","source_api_url":"/api/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Flast-update-kills-my-website%2F"},{"source_url":"https://wordpress.org/plugins/feeds-for-youtube/","url":"https://wordpress.org/plugins/feeds-for-youtube/","original_url":"https://wordpress.org/plugins/feeds-for-youtube/","source_page_url":"/plugin/feeds-for-youtube","source_api_url":"/api/plugins/feeds-for-youtube"}],"source_link_count":2,"market_key":"youtube","market_name":"Youtube","market_url":"/markets/youtube","opportunity_url":"/opportunities/youtube","opportunity_card":{"key":"media-video-ops","name":"media publishing and video operations","family_key":"media-video-ops","family_name":"media publishing and video operations","family_label":"media publishing and video operations","display_name":"Youtube media delivery assurance","opportunity_name":"Youtube media delivery assurance","opportunity_label":"Youtube media delivery 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":"publishers, creators, agencies, and media-heavy site owners","who_buys":"publishers, creators, agencies, and media-heavy site owners","primary_buyer_segment":"publishers","urgent_problem":"Media-heavy sites lose engagement when embeds, players, thumbnails, or asset workflows break.","problem":"Media-heavy sites lose engagement when embeds, players, thumbnails, or asset workflows break.","pain":"Media-heavy sites lose engagement when embeds, players, thumbnails, or asset workflows break.","what_to_build":"Youtube media delivery assurance for keeping media embeds, galleries, watermarks, and video experiences reliable","first_validation_wedge":"test youtube embeds, players, thumbnails, browser behavior, and asset delivery failures","mvp_wedge":"test youtube embeds, players, thumbnails, browser behavior, and asset delivery failures","wedge":"test youtube embeds, players, thumbnails, browser behavior, and asset delivery failures","source_count":12,"source_link_count":12,"next_action":"Finish the missing outside proof, then test buyer urgency with publishers: test youtube embeds, players, thumbnails, browser behavior, and asset delivery failures.","family_dossier_url":"/opportunities/families/media-video-ops/dossier","opportunity_family_dossier_url":"/opportunities/families/media-video-ops/dossier","family_dossier_api_url":"/api/opportunities/families/media-video-ops/dossier","opportunity_family_dossier_api_url":"/api/opportunities/families/media-video-ops/dossier","urls":{"dossier":"/opportunities/families/media-video-ops/dossier","family":"/opportunities?family=media-video-ops"},"api_urls":{"dossier":"/api/opportunities/families/media-video-ops/dossier","family":"/api/opportunities/families?family=media-video-ops"},"family_url":"/opportunities?family=media-video-ops","opportunity_family_url":"/opportunities?family=media-video-ops","opportunity_family_api_url":"/api/opportunities/families?family=media-video-ops","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":"Youtube media delivery assurance for keeping media embeds, galleries, watermarks, and video experiences reliable"},{"key":"specific_buyer","label":"Specific buyer","passed":true,"status":"pass","detail":"publishers, creators, agencies, and media-heavy site owners"},{"key":"urgent_problem","label":"Urgent problem","passed":true,"status":"pass","detail":"Media-heavy sites lose engagement when embeds, players, thumbnails, or asset workflows break."},{"key":"competitor_gap","label":"Competitor gap","passed":true,"status":"pass","detail":"Gap to test: can buyers test youtube embeds, players, thumbnails, browser behavior, and asset delivery failures before media embed, player, and asset-delivery reliability risk. pain: media embed, player, or thumbnail rel"}],"family_key":"media-video-ops","family_name":"media publishing and video operations","opportunity_family_key":"media-video-ops","opportunity_family_name":"media publishing and video operations","buyer":"publishers, creators, agencies, and media-heavy site owners","what_to_build":"Youtube media delivery assurance for keeping media embeds, galleries, watermarks, and video experiences reliable","urgent_problem":"Media-heavy sites lose engagement when embeds, players, thumbnails, or asset workflows break.","problem":"Media-heavy sites lose engagement when embeds, players, thumbnails, or asset workflows break.","competitor_gap":"Gap to test: can buyers test youtube embeds, players, thumbnails, browser behavior, and asset delivery failures before media embed, player, and asset-delivery reliability risk. pain: media embed, player, or thumbnail reliability risk (2 signals). weak-incumbent evidence gives 262 teardown signal(s). Entry wedge: test youtube embeds, players, thumbnails, browser behavior, and asset delivery failures.","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 keeping media embeds, galleries, watermarks, and video experiences reliable.","needs_validation":"finish the missing outside proof, then test buyer urgency with publishers: test youtube embeds, players, thumbnails, browser behavior, and asset delivery failures.","what_still_needs_validation":"finish the missing outside proof, then test buyer urgency with publishers: test youtube embeds, players, thumbnails, browser behavior, and asset delivery failures.","commercial_attractiveness":"Commercial pull comes from publishers: media-heavy sites lose engagement when embeds, players, thumbnails, or asset workflows break. The first paid wedge is to test youtube embeds, players, thumbnails, browser behavior, and asset delivery failures. Revenue can come from media checks, embed monitoring, watermark automation, client reports, and creator/agency controls.","first_validation_wedge":"test youtube embeds, players, thumbnails, browser behavior, and asset delivery failures","mvp_wedge":"test youtube embeds, players, thumbnails, browser behavior, and asset delivery failures","decision_bucket":"proof_blocked","decision_bucket_label":"Proof Blocked","api_urls":{"evidence":"/api/evidence?slug=feeds-for-youtube","market":"/markets/youtube","opportunity":"/opportunities/youtube","plugin":"/api/plugins/feeds-for-youtube","source":"/api/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Flast-update-kills-my-website%2F","wordpress":"https://wordpress.org/support/topic/last-update-kills-my-website/","family":"/api/opportunities/families?family=media-video-ops","dossier":"/api/opportunities/families/media-video-ops/dossier"},"commercial_readiness":{"total":30,"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":30}],"blocker_count":58,"caution_count":0,"status_counts":[{"status":"needs_external_proof","label":"Needs outside proof","count":29},{"status":"needs_family_proof","label":"Needs family proof","count":1}],"blocker_counts":[{"label":"Outside proof needed: not validated","count":29},{"label":"Commercial gate not complete: proof blocked","count":29}],"caution_counts":[],"ready_for_buyer_validation":0,"needs_external_proof":29,"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":30,"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":30}],"blocker_count":58,"caution_count":0,"status_counts":[{"status":"needs_external_proof","label":"Needs outside proof","count":29},{"status":"needs_family_proof","label":"Needs family proof","count":1}],"blocker_counts":[{"label":"Outside proof needed: not validated","count":29},{"label":"Commercial gate not complete: proof blocked","count":29}],"caution_counts":[],"ready_for_buyer_validation":0,"needs_external_proof":29,"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_stale","generated_at":"2026-08-05T04:58:44+00:00","age_seconds":11909},"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":"media-video-ops","opportunity_decision_status":"supporting_evidence"}