{"summary":{"analyzed":true,"build_worthy":false,"build_worthy_family_key":"content-publishing-ops","build_worthy_family_name":"content publishing 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":0,"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":0.5,"plugin_name":"Shop Ingredients Button","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":0,"row_is_build_worthy":false,"row_is_opportunity":false,"row_role":"supporting_evidence","row_role_label":"Supporting evidence","sentiment":"praise","severity":"medium","slug":"santa-cruz-savory","source":"review","source_link_count":2,"url":"https://wordpress.org/support/topic/great-addition-for-my-recipe-blog/","worth_validating":false,"source_count":0,"source_evidence_summary":{"total":35,"source_evidence_rows":6,"source_link_rows":6,"source_count_only_rows":0,"missing_source_evidence_rows":29,"source_evidence_not_applicable_rows":0,"source_link_coverage_percent":17.1,"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":"content-publishing-ops","family_name":"content publishing 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 content teams publishing revenue-critical pages: check food publishing, media, metadata, and editorial handoffs before content goes live.","dossier_url":"/opportunities/families/content-publishing-ops/dossier","dossier_api_url":"/api/opportunities/families/content-publishing-ops/dossier"},"readiness_summary":{"status":"needs_family_proof","label":"Needs family proof","validation_ready":false,"family_key":"content-publishing-ops","family_name":"content publishing 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 content teams publishing revenue-critical pages: check food publishing, media, metadata, and editorial handoffs before content goes live.","dossier_url":"/opportunities/families/content-publishing-ops/dossier","dossier_api_url":"/api/opportunities/families/content-publishing-ops/dossier"},"cache_source":"durable_stale","cache_age_seconds":9129,"payload_mode":"compact","full_payload_url":"/api/evidence/source?full=true&compact_schema=evidence-source-v2&url=https%3A//wordpress.org/support/topic/great-addition-for-my-recipe-blog/&comment_limit=80&text_limit=12000","row_key":"rows","source_row_key":"rows","rows_shown":1,"comments_shown":0,"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/great-addition-for-my-recipe-blog/","slug":"santa-cruz-savory","plugin_name":"Shop Ingredients Button","source":"review","sentiment":"praise","severity":"medium","opportunity_relevance":0.5,"reply_count":0,"comments_returned":0,"analyzed":true,"source_link_count":2,"title":"Great addition for my recipe blog","author":"katiesketokitchen","published_at":"2022-11-10T06:11:00+00:00","rating":5,"resolved":false,"collected_at":"2026-05-29T08:55:38+00:00","intent":"positive_feedback","affected_feature":"support","summary":"Great addition for my recipe blog: users show support, setup pain that may indicate a product gap.","evidence_quote":"Great addition for my recipe blog I recently added this plugin to my recipe website and so far it has worked great!","confidence":0.68,"analyzed_at":"2026-05-29T09:18:47+00:00","market_key":"food","market_name":"Food","market_url":"/markets/food","opportunity_url":"/opportunities/food","family_key":"content-publishing-ops","family_name":"content publishing operations","opportunity_family_key":"content-publishing-ops","opportunity_family_name":"content publishing operations","buyer":"publishers, content teams, and agencies","what_to_build":"Food publishing workflow assurance for keeping publishing, media, and editorial handoffs consistent","urgent_problem":"Content-heavy WordPress teams lose time when formatting, media, duplicate content, and publishing handoffs drift across sites.","problem":"Content-heavy WordPress teams lose time when formatting, media, duplicate content, and publishing handoffs drift across sites.","competitor_gap":"Gap to test: can buyers check food publishing, media, metadata, and editorial handoffs before content goes live before publishing, media, and editorial handoff risk. pain: publishing or media workflow reliability risk (16 signals). weak-incumbent evidence gives 43 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 keeping publishing, media, and editorial handoffs consistent.","needs_validation":"finish the missing outside proof, then test buyer urgency with content teams publishing revenue-critical pages: check food publishing, media, metadata, and editorial handoffs before content goes live.","what_still_needs_validation":"finish the missing outside proof, then test buyer urgency with content teams publishing revenue-critical pages: check food publishing, media, metadata, and editorial handoffs before content goes live.","commercial_attractiveness":"Commercial pull comes from content teams publishing revenue-critical pages: content-heavy WordPress teams lose time when formatting, media, duplicate content, and publishing handoffs drift across sites. The first paid wedge is to check food publishing, media, metadata, and...","first_validation_wedge":"check food publishing, media, metadata, and editorial handoffs before content goes live","mvp_wedge":"check food publishing, media, metadata, and editorial handoffs before content goes live","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":"content-publishing-ops","opportunity_decision_status":"supporting_evidence","body_summary":"I recently added this plugin to my recipe website and so far it has worked great! It is awesome how it allows my followers to choose what grocery delivery service they want to use. It helps to get them cooking...","issue_labels":["support","setup","easy","quality"],"source_links":[{"source_url":"https://wordpress.org/support/topic/great-addition-for-my-recipe-blog/","url":"https://wordpress.org/support/topic/great-addition-for-my-recipe-blog/","original_url":"https://wordpress.org/support/topic/great-addition-for-my-recipe-blog/","source_page_url":"/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Fgreat-addition-for-my-recipe-blog%2F","source_api_url":"/api/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Fgreat-addition-for-my-recipe-blog%2F"}]}],"plugin":{"active_installs":10,"api_url":"/api/plugins/santa-cruz-savory","downloaded":2012,"name":"Shop Ingredients Button","rating":100.0,"slug":"santa-cruz-savory","tags":["cooking","food","ingredients","recipe","recipes"],"url":"/plugin/santa-cruz-savory"},"conversation":{"url":"https://wordpress.org/support/topic/great-addition-for-my-recipe-blog/","slug":"santa-cruz-savory","source":"review","title":"Great addition for my recipe blog","author":"katiesketokitchen","published_at":"2022-11-10T06:11:00+00:00","rating":5,"resolved":false,"reply_count":0,"collected_at":"2026-05-29T08:55:38+00:00","body_summary":"I recently added this plugin to my recipe website and so far it has worked great! It is awesome how it allows my followers to choose what grocery delivery service they want to use. It helps to get them cooking easier. Once I installed the plugin it was so easy because it..."},"analysis":{"affected_feature":"support","analyzed_at":"2026-05-29T09:18:47+00:00","complaint_types":["support","setup"],"confidence":0.68,"conversation_url":"https://wordpress.org/support/topic/great-addition-for-my-recipe-blog/","evidence_quote":"Great addition for my recipe blog I recently added this plugin to my recipe website and so far it has worked great!","intent":"positive_feedback","issue_labels":["support","setup","easy","quality"],"model":"heuristic-v1","opportunity_relevance":0.5,"praise_types":["easy","quality"],"sentiment":"praise","severity":"medium","slug":"santa-cruz-savory","source":"review","summary":"Great addition for my recipe blog: users show support, setup pain that may indicate a product gap."},"source_links":[{"source_url":"https://wordpress.org/support/topic/great-addition-for-my-recipe-blog/","url":"https://wordpress.org/support/topic/great-addition-for-my-recipe-blog/","original_url":"https://wordpress.org/support/topic/great-addition-for-my-recipe-blog/","source_page_url":"/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Fgreat-addition-for-my-recipe-blog%2F","source_api_url":"/api/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Fgreat-addition-for-my-recipe-blog%2F"},{"source_url":"https://wordpress.org/plugins/santa-cruz-savory/","url":"https://wordpress.org/plugins/santa-cruz-savory/","original_url":"https://wordpress.org/plugins/santa-cruz-savory/","source_page_url":"/plugin/santa-cruz-savory","source_api_url":"/api/plugins/santa-cruz-savory"}],"source_link_count":2,"market_key":"food","market_name":"Food","market_url":"/markets/food","opportunity_url":"/opportunities/food","opportunity_card":{"key":"content-publishing-ops","name":"content publishing operations","family_key":"content-publishing-ops","family_name":"content publishing operations","family_label":"content publishing operations","display_name":"Food publishing workflow assurance","opportunity_name":"Food publishing workflow assurance","opportunity_label":"Food publishing workflow 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, content teams, and agencies","who_buys":"publishers, content teams, and agencies","primary_buyer_segment":"content teams publishing revenue-critical pages","urgent_problem":"Content-heavy WordPress teams lose time when formatting, media, duplicate content, and publishing handoffs drift across sites.","problem":"Content-heavy WordPress teams lose time when formatting, media, duplicate content, and publishing handoffs drift across sites.","pain":"Content-heavy WordPress teams lose time when formatting, media, duplicate content, and publishing handoffs drift across sites.","what_to_build":"Food publishing workflow assurance for keeping publishing, media, and editorial handoffs consistent","first_validation_wedge":"check food publishing, media, metadata, and editorial handoffs before content goes live","mvp_wedge":"check food publishing, media, metadata, and editorial handoffs before content goes live","wedge":"check food publishing, media, metadata, and editorial handoffs before content goes live","source_count":12,"source_link_count":12,"next_action":"Finish the missing outside proof, then test buyer urgency with content teams publishing revenue-critical pages: check food publishing, media, metadata, and editorial handoffs before content goes live.","family_dossier_url":"/opportunities/families/content-publishing-ops/dossier","opportunity_family_dossier_url":"/opportunities/families/content-publishing-ops/dossier","family_dossier_api_url":"/api/opportunities/families/content-publishing-ops/dossier","opportunity_family_dossier_api_url":"/api/opportunities/families/content-publishing-ops/dossier","urls":{"dossier":"/opportunities/families/content-publishing-ops/dossier","family":"/opportunities?family=content-publishing-ops"},"api_urls":{"dossier":"/api/opportunities/families/content-publishing-ops/dossier","family":"/api/opportunities/families?family=content-publishing-ops"},"family_url":"/opportunities?family=content-publishing-ops","opportunity_family_url":"/opportunities?family=content-publishing-ops","opportunity_family_api_url":"/api/opportunities/families?family=content-publishing-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":"Food publishing workflow assurance for keeping publishing, media, and editorial handoffs consistent"},{"key":"specific_buyer","label":"Specific buyer","passed":true,"status":"pass","detail":"publishers, content teams, and agencies"},{"key":"urgent_problem","label":"Urgent problem","passed":true,"status":"pass","detail":"Content-heavy WordPress teams lose time when formatting, media, duplicate content, and publishing handoffs drift across sites."},{"key":"competitor_gap","label":"Competitor gap","passed":true,"status":"pass","detail":"Gap to test: can buyers check food publishing, media, metadata, and editorial handoffs before content goes live before publishing, media, and editorial handoff risk. pain: publishing or media workflow reliability risk (1"}],"family_key":"content-publishing-ops","family_name":"content publishing operations","opportunity_family_key":"content-publishing-ops","opportunity_family_name":"content publishing operations","buyer":"publishers, content teams, and agencies","what_to_build":"Food publishing workflow assurance for keeping publishing, media, and editorial handoffs consistent","urgent_problem":"Content-heavy WordPress teams lose time when formatting, media, duplicate content, and publishing handoffs drift across sites.","problem":"Content-heavy WordPress teams lose time when formatting, media, duplicate content, and publishing handoffs drift across sites.","competitor_gap":"Gap to test: can buyers check food publishing, media, metadata, and editorial handoffs before content goes live before publishing, media, and editorial handoff risk. pain: publishing or media workflow reliability risk (16 signals). weak-incumbent evidence gives 43 teardown signal(s). Entry wedge: check food publishing, media, metadata, and editorial handoffs before content goes live.","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 publishing, media, and editorial handoffs consistent.","needs_validation":"finish the missing outside proof, then test buyer urgency with content teams publishing revenue-critical pages: check food publishing, media, metadata, and editorial handoffs before content goes live.","what_still_needs_validation":"finish the missing outside proof, then test buyer urgency with content teams publishing revenue-critical pages: check food publishing, media, metadata, and editorial handoffs before content goes live.","commercial_attractiveness":"Commercial pull comes from content teams publishing revenue-critical pages: content-heavy WordPress teams lose time when formatting, media, duplicate content, and publishing handoffs drift across sites. The first paid wedge is to check food publishing, media, metadata, and editorial handoffs before content goes live. Revenue can come from editorial workflow audits, media checks, approval rules, reusable templates, a…","first_validation_wedge":"check food publishing, media, metadata, and editorial handoffs before content goes live","mvp_wedge":"check food publishing, media, metadata, and editorial handoffs before content goes live","decision_bucket":"proof_blocked","decision_bucket_label":"Proof Blocked","api_urls":{"evidence":"/api/evidence?slug=santa-cruz-savory","market":"/markets/food","opportunity":"/opportunities/food","plugin":"/api/plugins/santa-cruz-savory","source":"/api/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Fgreat-addition-for-my-recipe-blog%2F","wordpress":"https://wordpress.org/support/topic/great-addition-for-my-recipe-blog/","family":"/api/opportunities/families?family=content-publishing-ops","dossier":"/api/opportunities/families/content-publishing-ops/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_stale","generated_at":"2026-08-05T07:15:44+00:00","age_seconds":9129},"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":"content-publishing-ops","opportunity_decision_status":"supporting_evidence"}