{"summary":{"analyzed":true,"build_worthy":false,"build_worthy_family_key":"automation-reporting","build_worthy_family_name":"automation and reporting layer","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":2,"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":0.43,"plugin_name":"SummarAIze","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":2,"row_is_build_worthy":false,"row_is_opportunity":false,"row_role":"supporting_evidence","row_role_label":"Supporting evidence","sentiment":"praise","severity":"medium","slug":"summaraize","source":"support","source_link_count":2,"url":"https://wordpress.org/support/topic/the-plugin-stopped-respecting-the-artile-language/","worth_validating":false,"source_count":0,"source_evidence_summary":{"total":26,"source_evidence_rows":6,"source_link_rows":6,"source_count_only_rows":0,"missing_source_evidence_rows":20,"source_evidence_not_applicable_rows":0,"source_link_coverage_percent":23.1,"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":26,"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":26}],"blocker_count":50,"caution_count":0,"status_counts":[{"status":"needs_external_proof","label":"Needs outside proof","count":25},{"status":"needs_family_proof","label":"Needs family proof","count":1}],"blocker_counts":[{"label":"Outside proof needed: not validated","count":25},{"label":"Commercial gate not complete: proof blocked","count":25}],"caution_counts":[],"ready_for_buyer_validation":0,"needs_external_proof":25,"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":"automation-reporting","family_name":"automation and reporting layer","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 agencies accountable for client reporting: verify openai tracking, report freshness, automation handoffs, and client-visible metrics.","dossier_url":"/opportunities/families/automation-reporting/dossier","dossier_api_url":"/api/opportunities/families/automation-reporting/dossier"},"readiness_summary":{"status":"needs_family_proof","label":"Needs family proof","validation_ready":false,"family_key":"automation-reporting","family_name":"automation and reporting layer","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 agencies accountable for client reporting: verify openai tracking, report freshness, automation handoffs, and client-visible metrics.","dossier_url":"/opportunities/families/automation-reporting/dossier","dossier_api_url":"/api/opportunities/families/automation-reporting/dossier"},"cache_source":"durable_stale","cache_age_seconds":25282,"payload_mode":"compact","full_payload_url":"/api/evidence/source?full=true&compact_schema=evidence-source-v2&url=https%3A//wordpress.org/support/topic/the-plugin-stopped-respecting-the-artile-language/&comment_limit=80&text_limit=12000","row_key":"rows","source_row_key":"rows","rows_shown":1,"comments_shown":2,"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/the-plugin-stopped-respecting-the-artile-language/","slug":"summaraize","plugin_name":"SummarAIze","source":"support","sentiment":"praise","severity":"medium","opportunity_relevance":0.43,"reply_count":2,"comments_returned":2,"analyzed":true,"source_link_count":2,"title":"The plugin stopped respecting the artile language","author":"johan.seidenfaden","published_at":"2025-08-20T08:46:00+00:00","resolved":false,"collected_at":"2026-05-29T06:23:03+00:00","intent":"positive_feedback","affected_feature":"quality","summary":"The plugin stopped respecting the artile language: users praise quality, which suggests what competitors already do well.","evidence_quote":"Best, James Hi, any news on this one?","confidence":0.68,"analyzed_at":"2026-05-29T06:24:19+00:00","market_key":"openai","market_name":"Openai","market_url":"/markets/openai","opportunity_url":"/opportunities/openai","family_key":"automation-reporting","family_name":"automation and reporting layer","opportunity_family_key":"automation-reporting","opportunity_family_name":"automation and reporting layer","buyer":"agencies, operators, and marketing teams","what_to_build":"Openai reporting and automation assurance for turning WordPress activity into automated reporting and handoffs","urgent_problem":"Agencies lose client trust when GA4/conversion tracking, scheduled reports, or automation handoffs break without a clear alert.","problem":"Agencies lose client trust when GA4/conversion tracking, scheduled reports, or automation handoffs break without a clear alert.","competitor_gap":"Gap to test: can buyers verify openai tracking, report freshness, automation handoffs, and client-visible metrics before reporting, analytics, and automation handoff risk. weak-incumbent evidence gives 38 teardown signal(s). paid-market language appears around automation,...","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 turning WordPress activity into automated reporting and handoffs.","needs_validation":"finish the missing outside proof, then test buyer urgency with agencies accountable for client reporting: verify openai tracking, report freshness, automation handoffs, and client-visible metrics.","what_still_needs_validation":"finish the missing outside proof, then test buyer urgency with agencies accountable for client reporting: verify openai tracking, report freshness, automation handoffs, and client-visible metrics.","commercial_attractiveness":"Commercial pull comes from agencies accountable for client reporting: teams pay when WordPress data can be turned into reports, alerts, or downstream automation. The first paid wedge is to verify openai tracking, report freshness, automation handoffs, and client-visible...","first_validation_wedge":"verify openai tracking, report freshness, automation handoffs, and client-visible metrics","mvp_wedge":"verify openai tracking, report freshness, automation handoffs, and client-visible metrics","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":"automation-reporting","opportunity_decision_status":"supporting_evidence","body_summary":"Hi 🙂 We are using the Gemini-model and it used to respect the language of the article, so that articles in Danish wold get summerized in Danish. But not anymore. The summaries are all English.","issue_labels":["quality"],"source_links":[{"source_url":"https://wordpress.org/support/topic/the-plugin-stopped-respecting-the-artile-language/","url":"https://wordpress.org/support/topic/the-plugin-stopped-respecting-the-artile-language/","original_url":"https://wordpress.org/support/topic/the-plugin-stopped-respecting-the-artile-language/","source_page_url":"/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Fthe-plugin-stopped-respecting-the-artile-language%2F","source_api_url":"/api/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Fthe-plugin-stopped-respecting-the-artile-language%2F"}]}],"plugin":{"active_installs":50,"api_url":"/api/plugins/summaraize","downloaded":3050,"name":"SummarAIze","rating":100.0,"slug":"summaraize","tags":["ai","gemini","openai","summary","tldr"],"url":"/plugin/summaraize"},"conversation":{"url":"https://wordpress.org/support/topic/the-plugin-stopped-respecting-the-artile-language/","slug":"summaraize","source":"support","title":"The plugin stopped respecting the artile language","author":"johan.seidenfaden","published_at":"2025-08-20T08:46:00+00:00","resolved":false,"reply_count":2,"collected_at":"2026-05-29T06:23:03+00:00","body_summary":"Hi 🙂 We are using the Gemini-model and it used to respect the language of the article, so that articles in Danish wold get summerized in Danish. But not anymore. The summaries are all English.","full_text_summary":"Hi 🙂 We are using the Gemini-model and it used to respect the language of the article, so that articles in Danish wold get summerized in Danish. But not anymore. The summaries are all English. Hi, any news on this one? Thanks for flagging this. It does sound like something..."},"analysis":{"affected_feature":"quality","analyzed_at":"2026-05-29T06:24:19+00:00","complaint_types":[],"confidence":0.68,"conversation_url":"https://wordpress.org/support/topic/the-plugin-stopped-respecting-the-artile-language/","evidence_quote":"Best, James Hi, any news on this one?","intent":"positive_feedback","issue_labels":["quality"],"model":"heuristic-v1","opportunity_relevance":0.43,"praise_types":["quality"],"sentiment":"praise","severity":"medium","slug":"summaraize","source":"support","summary":"The plugin stopped respecting the artile language: users praise quality, which suggests what competitors already do well."},"comments":[{"position":1,"author":"johan.seidenfaden","published_at":"2025-08-29T13:22:00+00:00","body_summary":"Hi, any news on this one?"},{"position":2,"author":"James Wilson","published_at":"2025-08-29T13:34:00+00:00","body_summary":"Thanks for flagging this. It does sound like something changed in how the Gemini model is handling language. I’ll take a closer look at it this weekend and see what’s going on. Best, James"}],"source_links":[{"source_url":"https://wordpress.org/support/topic/the-plugin-stopped-respecting-the-artile-language/","url":"https://wordpress.org/support/topic/the-plugin-stopped-respecting-the-artile-language/","original_url":"https://wordpress.org/support/topic/the-plugin-stopped-respecting-the-artile-language/","source_page_url":"/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Fthe-plugin-stopped-respecting-the-artile-language%2F","source_api_url":"/api/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Fthe-plugin-stopped-respecting-the-artile-language%2F"},{"source_url":"https://wordpress.org/plugins/summaraize/","url":"https://wordpress.org/plugins/summaraize/","original_url":"https://wordpress.org/plugins/summaraize/","source_page_url":"/plugin/summaraize","source_api_url":"/api/plugins/summaraize"}],"source_link_count":2,"market_key":"openai","market_name":"Openai","market_url":"/markets/openai","opportunity_url":"/opportunities/openai","opportunity_card":{"key":"automation-reporting","name":"automation and reporting layer","family_key":"automation-reporting","family_name":"automation and reporting layer","family_label":"automation and reporting layer","display_name":"Openai reporting and automation assurance","opportunity_name":"Openai reporting and automation assurance","opportunity_label":"Openai reporting and automation 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":"agencies, operators, and marketing teams","who_buys":"agencies, operators, and marketing teams","primary_buyer_segment":"agencies accountable for client reporting","urgent_problem":"Agencies lose client trust when GA4/conversion tracking, scheduled reports, or automation handoffs break without a clear alert.","problem":"Agencies lose client trust when GA4/conversion tracking, scheduled reports, or automation handoffs break without a clear alert.","pain":"Agencies lose client trust when GA4/conversion tracking, scheduled reports, or automation handoffs break without a clear alert.","what_to_build":"Openai reporting and automation assurance for turning WordPress activity into automated reporting and handoffs","first_validation_wedge":"verify openai tracking, report freshness, automation handoffs, and client-visible metrics","mvp_wedge":"verify openai tracking, report freshness, automation handoffs, and client-visible metrics","wedge":"verify openai tracking, report freshness, automation handoffs, and client-visible metrics","source_count":12,"source_link_count":12,"next_action":"Finish the missing outside proof, then test buyer urgency with agencies accountable for client reporting: verify openai tracking, report freshness, automation handoffs, and client-visible metrics.","family_dossier_url":"/opportunities/families/automation-reporting/dossier","opportunity_family_dossier_url":"/opportunities/families/automation-reporting/dossier","family_dossier_api_url":"/api/opportunities/families/automation-reporting/dossier","opportunity_family_dossier_api_url":"/api/opportunities/families/automation-reporting/dossier","urls":{"dossier":"/opportunities/families/automation-reporting/dossier","family":"/opportunities?family=automation-reporting"},"api_urls":{"dossier":"/api/opportunities/families/automation-reporting/dossier","family":"/api/opportunities/families?family=automation-reporting"},"family_url":"/opportunities?family=automation-reporting","opportunity_family_url":"/opportunities?family=automation-reporting","opportunity_family_api_url":"/api/opportunities/families?family=automation-reporting","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":"Openai reporting and automation assurance for turning WordPress activity into automated reporting and handoffs"},{"key":"specific_buyer","label":"Specific buyer","passed":true,"status":"pass","detail":"agencies, operators, and marketing teams"},{"key":"urgent_problem","label":"Urgent problem","passed":true,"status":"pass","detail":"Agencies lose client trust when GA4/conversion tracking, scheduled reports, or automation handoffs break without a clear alert."},{"key":"competitor_gap","label":"Competitor gap","passed":true,"status":"pass","detail":"Gap to test: can buyers verify openai tracking, report freshness, automation handoffs, and client-visible metrics before reporting, analytics, and automation handoff risk. weak-incumbent evidence gives 38 teardown signal"}],"family_key":"automation-reporting","family_name":"automation and reporting layer","opportunity_family_key":"automation-reporting","opportunity_family_name":"automation and reporting layer","buyer":"agencies, operators, and marketing teams","what_to_build":"Openai reporting and automation assurance for turning WordPress activity into automated reporting and handoffs","urgent_problem":"Agencies lose client trust when GA4/conversion tracking, scheduled reports, or automation handoffs break without a clear alert.","problem":"Agencies lose client trust when GA4/conversion tracking, scheduled reports, or automation handoffs break without a clear alert.","competitor_gap":"Gap to test: can buyers verify openai tracking, report freshness, automation handoffs, and client-visible metrics before reporting, analytics, and automation handoff risk. weak-incumbent evidence gives 38 teardown signal(s). paid-market language appears around automation, integration, pro. Entry wedge: verify openai tracking, report freshness, automation handoffs, and client-visible metrics.","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 turning WordPress activity into automated reporting and handoffs.","needs_validation":"finish the missing outside proof, then test buyer urgency with agencies accountable for client reporting: verify openai tracking, report freshness, automation handoffs, and client-visible metrics.","what_still_needs_validation":"finish the missing outside proof, then test buyer urgency with agencies accountable for client reporting: verify openai tracking, report freshness, automation handoffs, and client-visible metrics.","commercial_attractiveness":"Commercial pull comes from agencies accountable for client reporting: teams pay when WordPress data can be turned into reports, alerts, or downstream automation. The first paid wedge is to verify openai tracking, report freshness, automation handoffs, and client-visible metrics. Revenue can come from integrations, scheduled reports, usage limits, team roles, exports, and multi-site dashboards.","first_validation_wedge":"verify openai tracking, report freshness, automation handoffs, and client-visible metrics","mvp_wedge":"verify openai tracking, report freshness, automation handoffs, and client-visible metrics","decision_bucket":"proof_blocked","decision_bucket_label":"Proof Blocked","api_urls":{"evidence":"/api/evidence?slug=summaraize","market":"/markets/openai","opportunity":"/opportunities/openai","plugin":"/api/plugins/summaraize","source":"/api/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Fthe-plugin-stopped-respecting-the-artile-language%2F","wordpress":"https://wordpress.org/support/topic/the-plugin-stopped-respecting-the-artile-language/","family":"/api/opportunities/families?family=automation-reporting","dossier":"/api/opportunities/families/automation-reporting/dossier"},"commercial_readiness":{"total":26,"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":26}],"blocker_count":50,"caution_count":0,"status_counts":[{"status":"needs_external_proof","label":"Needs outside proof","count":25},{"status":"needs_family_proof","label":"Needs family proof","count":1}],"blocker_counts":[{"label":"Outside proof needed: not validated","count":25},{"label":"Commercial gate not complete: proof blocked","count":25}],"caution_counts":[],"ready_for_buyer_validation":0,"needs_external_proof":25,"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":26,"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":26}],"blocker_count":50,"caution_count":0,"status_counts":[{"status":"needs_external_proof","label":"Needs outside proof","count":25},{"status":"needs_family_proof","label":"Needs family proof","count":1}],"blocker_counts":[{"label":"Outside proof needed: not validated","count":25},{"label":"Commercial gate not complete: proof blocked","count":25}],"caution_counts":[],"ready_for_buyer_validation":0,"needs_external_proof":25,"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":"2026-08-05T10:23:00+00:00","age_seconds":25282},"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":"automation-reporting","opportunity_decision_status":"supporting_evidence"}