{"summary":{"analyzed":true,"build_worthy":false,"build_worthy_family_key":"site-builder-qa","build_worthy_family_name":"agency visual QA and update safety","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":0.69,"plugin_name":"Post Carousel Slider for Elementor","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":"mixed","severity":"medium","slug":"post-carousel-slider-for-elementor","source":"review","source_link_count":2,"url":"https://wordpress.org/support/topic/force-user-to-leave-review/","worth_validating":false,"source_count":0,"source_evidence_summary":{"total":22,"source_evidence_rows":6,"source_link_rows":6,"source_count_only_rows":0,"missing_source_evidence_rows":16,"source_evidence_not_applicable_rows":0,"source_link_coverage_percent":27.3,"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":22,"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":22}],"blocker_count":42,"caution_count":0,"status_counts":[{"status":"needs_external_proof","label":"Needs outside proof","count":21},{"status":"needs_family_proof","label":"Needs family proof","count":1}],"blocker_counts":[{"label":"Outside proof needed: not validated","count":21},{"label":"Commercial gate not complete: proof blocked","count":21}],"caution_counts":[],"ready_for_buyer_validation":0,"needs_external_proof":21,"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":"site-builder-qa","family_name":"agency visual QA and update safety","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 maintaining client page-builder sites: detect post slider layout regressions, widget breakage, and client-visible update issues.","dossier_url":"/opportunities/families/site-builder-qa/dossier","dossier_api_url":"/api/opportunities/families/site-builder-qa/dossier"},"readiness_summary":{"status":"needs_family_proof","label":"Needs family proof","validation_ready":false,"family_key":"site-builder-qa","family_name":"agency visual QA and update safety","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 maintaining client page-builder sites: detect post slider layout regressions, widget breakage, and client-visible update issues.","dossier_url":"/opportunities/families/site-builder-qa/dossier","dossier_api_url":"/api/opportunities/families/site-builder-qa/dossier"},"cache_source":"durable_stale","cache_age_seconds":9869,"payload_mode":"compact","full_payload_url":"/api/evidence/source?full=true&compact_schema=evidence-source-v2&url=https%3A//wordpress.org/support/topic/force-user-to-leave-review/&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/force-user-to-leave-review/","slug":"post-carousel-slider-for-elementor","plugin_name":"Post Carousel Slider for Elementor","source":"review","sentiment":"mixed","severity":"medium","opportunity_relevance":0.69,"reply_count":1,"comments_returned":1,"analyzed":true,"source_link_count":2,"title":"Force user to leave review","author":"Md Nazmul Haque","published_at":"2022-12-12T09:02:00+00:00","rating":3,"resolved":false,"collected_at":"2026-05-29T08:17:58+00:00","intent":"feature_request","affected_feature":"missing feature","summary":"Force user to leave review: users show missing feature pain that may indicate a product gap.","evidence_quote":"There is an option on the plugin feedback notice to hide the notice forever.","confidence":0.68,"analyzed_at":"2026-05-29T08:22:36+00:00","market_key":"post slider","market_name":"Post Slider","market_url":"/markets/post%20slider","opportunity_url":"/opportunities/post%20slider","family_key":"site-builder-qa","family_name":"agency visual QA and update safety","opportunity_family_key":"site-builder-qa","opportunity_family_name":"agency visual QA and update safety","buyer":"site builders and agencies","what_to_build":"Post Slider visual QA and update safety for preventing client-site regressions before updates or edits go live","urgent_problem":"Page-builder and editor changes can break layouts, CTAs, or client pages after updates.","problem":"Page-builder and editor changes can break layouts, CTAs, or client pages after updates.","competitor_gap":"Gap to test: can buyers detect post slider layout regressions, widget breakage, and client-visible update issues before visual regression and update-safety risk. weak-incumbent evidence gives 41 teardown signal(s). paid-market language appears around pro, premium, order....","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 preventing client-site regressions before updates or edits go live.","needs_validation":"finish the missing outside proof, then test buyer urgency with agencies maintaining client page-builder sites: detect post slider layout regressions, widget breakage, and client-visible update issues.","what_still_needs_validation":"finish the missing outside proof, then test buyer urgency with agencies maintaining client page-builder sites: detect post slider layout regressions, widget breakage, and client-visible update issues.","commercial_attractiveness":"Commercial pull comes from agencies maintaining client page-builder sites: page-builder and editor changes can break layouts, CTAs, or client pages after updates. The first paid wedge is to detect post slider layout regressions, widget breakage, and client-visible update...","first_validation_wedge":"detect post slider layout regressions, widget breakage, and client-visible update issues","mvp_wedge":"detect post slider layout regressions, widget breakage, and client-visible update issues","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":"site-builder-qa","opportunity_decision_status":"supporting_evidence","body_summary":"Very very bad to force user for feedback","issue_labels":["missing feature"],"source_links":[{"source_url":"https://wordpress.org/support/topic/force-user-to-leave-review/","url":"https://wordpress.org/support/topic/force-user-to-leave-review/","original_url":"https://wordpress.org/support/topic/force-user-to-leave-review/","source_page_url":"/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Fforce-user-to-leave-review%2F","source_api_url":"/api/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Fforce-user-to-leave-review%2F"}]}],"plugin":{"active_installs":3000,"api_url":"/api/plugins/post-carousel-slider-for-elementor","downloaded":85107,"name":"Post Carousel Slider for Elementor","rating":90.0,"slug":"post-carousel-slider-for-elementor","tags":["elementor post carousel","elementor post slider","post carousel","post carousel elementor","post slider"],"url":"/plugin/post-carousel-slider-for-elementor"},"conversation":{"url":"https://wordpress.org/support/topic/force-user-to-leave-review/","slug":"post-carousel-slider-for-elementor","source":"review","title":"Force user to leave review","author":"Md Nazmul Haque","published_at":"2022-12-12T09:02:00+00:00","rating":3,"resolved":false,"reply_count":1,"collected_at":"2026-05-29T08:17:58+00:00","body_summary":"Very very bad to force user for feedback","full_text_summary":"Very very bad to force user for feedback Hello Vai, Thanks for your feedback. There is an option on the plugin feedback notice to hide the notice forever. Please click on the “Already Reviewed” button, then this feedback notice will hide forever. I hope you enjoyed the main..."},"analysis":{"affected_feature":"missing feature","analyzed_at":"2026-05-29T08:22:36+00:00","complaint_types":["missing_feature"],"confidence":0.68,"conversation_url":"https://wordpress.org/support/topic/force-user-to-leave-review/","evidence_quote":"There is an option on the plugin feedback notice to hide the notice forever.","intent":"feature_request","issue_labels":["missing feature"],"model":"heuristic-v1","opportunity_relevance":0.69,"praise_types":[],"sentiment":"mixed","severity":"medium","slug":"post-carousel-slider-for-elementor","source":"review","summary":"Force user to leave review: users show missing feature pain that may indicate a product gap."},"comments":[{"position":1,"author":"Plugin Devs","published_at":"2022-12-27T18:56:00+00:00","body_summary":"Hello Vai, Thanks for your feedback. There is an option on the plugin feedback notice to hide the notice forever. Please click on the “Already Reviewed” button, then this feedback notice will hide forever. I hope..."}],"source_links":[{"source_url":"https://wordpress.org/support/topic/force-user-to-leave-review/","url":"https://wordpress.org/support/topic/force-user-to-leave-review/","original_url":"https://wordpress.org/support/topic/force-user-to-leave-review/","source_page_url":"/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Fforce-user-to-leave-review%2F","source_api_url":"/api/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Fforce-user-to-leave-review%2F"},{"source_url":"https://wordpress.org/plugins/post-carousel-slider-for-elementor/","url":"https://wordpress.org/plugins/post-carousel-slider-for-elementor/","original_url":"https://wordpress.org/plugins/post-carousel-slider-for-elementor/","source_page_url":"/plugin/post-carousel-slider-for-elementor","source_api_url":"/api/plugins/post-carousel-slider-for-elementor"}],"source_link_count":2,"market_key":"post slider","market_name":"Post Slider","market_url":"/markets/post%20slider","opportunity_url":"/opportunities/post%20slider","opportunity_card":{"key":"site-builder-qa","name":"agency visual QA and update safety","family_key":"site-builder-qa","family_name":"agency visual QA and update safety","family_label":"agency visual QA and update safety","display_name":"Post Slider visual QA and update safety","opportunity_name":"Post Slider visual QA and update safety","opportunity_label":"Post Slider visual QA and update safety","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 builders and agencies","who_buys":"site builders and agencies","primary_buyer_segment":"agencies maintaining client page-builder sites","urgent_problem":"Page-builder and editor changes can break layouts, CTAs, or client pages after updates.","problem":"Page-builder and editor changes can break layouts, CTAs, or client pages after updates.","pain":"Page-builder and editor changes can break layouts, CTAs, or client pages after updates.","what_to_build":"Post Slider visual QA and update safety for preventing client-site regressions before updates or edits go live","weak_competitor_names":["agency visual QA and update safety for that exact workflow for"],"competitor_teardown_targets":["agency visual QA and update safety for that exact workflow for"],"competitor_targets":["agency visual QA and update safety for that exact workflow for"],"weak_competitor_summary":"Weak competitor(s) to inspect: agency visual QA and update safety for that exact workflow for.","competitor_target_summary":"Weak competitor(s) to inspect: agency visual QA and update safety for that exact workflow for.","first_validation_wedge":"detect post slider layout regressions, widget breakage, and client-visible update issues","mvp_wedge":"detect post slider layout regressions, widget breakage, and client-visible update issues","wedge":"detect post slider layout regressions, widget breakage, and client-visible update issues","source_count":12,"source_link_count":12,"next_action":"Finish the missing outside proof, then test buyer urgency with agencies maintaining client page-builder sites: detect post slider layout regressions, widget breakage, and client-visible update issues.","family_dossier_url":"/opportunities/families/site-builder-qa/dossier","opportunity_family_dossier_url":"/opportunities/families/site-builder-qa/dossier","family_dossier_api_url":"/api/opportunities/families/site-builder-qa/dossier","opportunity_family_dossier_api_url":"/api/opportunities/families/site-builder-qa/dossier","urls":{"dossier":"/opportunities/families/site-builder-qa/dossier","family":"/opportunities?family=site-builder-qa"},"api_urls":{"dossier":"/api/opportunities/families/site-builder-qa/dossier","family":"/api/opportunities/families?family=site-builder-qa"},"family_url":"/opportunities?family=site-builder-qa","opportunity_family_url":"/opportunities?family=site-builder-qa","opportunity_family_api_url":"/api/opportunities/families?family=site-builder-qa","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":"Post Slider visual QA and update safety for preventing client-site regressions before updates or edits go live"},{"key":"specific_buyer","label":"Specific buyer","passed":true,"status":"pass","detail":"site builders and agencies"},{"key":"urgent_problem","label":"Urgent problem","passed":true,"status":"pass","detail":"Page-builder and editor changes can break layouts, CTAs, or client pages after updates."},{"key":"competitor_gap","label":"Competitor gap","passed":true,"status":"pass","detail":"Gap to test: can buyers detect post slider layout regressions, widget breakage, and client-visible update issues before visual regression and update-safety risk. weak-incumbent evidence gives 41 teardown signal(s). paid-"}],"family_key":"site-builder-qa","family_name":"agency visual QA and update safety","opportunity_family_key":"site-builder-qa","opportunity_family_name":"agency visual QA and update safety","buyer":"site builders and agencies","what_to_build":"Post Slider visual QA and update safety for preventing client-site regressions before updates or edits go live","urgent_problem":"Page-builder and editor changes can break layouts, CTAs, or client pages after updates.","problem":"Page-builder and editor changes can break layouts, CTAs, or client pages after updates.","competitor_gap":"Gap to test: can buyers detect post slider layout regressions, widget breakage, and client-visible update issues before visual regression and update-safety risk. weak-incumbent evidence gives 41 teardown signal(s). paid-market language appears around pro, premium, order. Entry wedge: detect post slider layout regressions, widget breakage, and client-visible update issues.","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 preventing client-site regressions before updates or edits go live.","needs_validation":"finish the missing outside proof, then test buyer urgency with agencies maintaining client page-builder sites: detect post slider layout regressions, widget breakage, and client-visible update issues.","what_still_needs_validation":"finish the missing outside proof, then test buyer urgency with agencies maintaining client page-builder sites: detect post slider layout regressions, widget breakage, and client-visible update issues.","commercial_attractiveness":"Commercial pull comes from agencies maintaining client page-builder sites: page-builder and editor changes can break layouts, CTAs, or client pages after updates. The first paid wedge is to detect post slider layout regressions, widget breakage, and client-visible update issues. Revenue can come from scheduled scans, visual regression snapshots, staging checks, multi-site portfolios, and client reports.","first_validation_wedge":"detect post slider layout regressions, widget breakage, and client-visible update issues","mvp_wedge":"detect post slider layout regressions, widget breakage, and client-visible update issues","decision_bucket":"proof_blocked","decision_bucket_label":"Proof Blocked","api_urls":{"evidence":"/api/evidence?slug=post-carousel-slider-for-elementor","market":"/markets/post%20slider","opportunity":"/opportunities/post%20slider","plugin":"/api/plugins/post-carousel-slider-for-elementor","source":"/api/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Fforce-user-to-leave-review%2F","wordpress":"https://wordpress.org/support/topic/force-user-to-leave-review/","family":"/api/opportunities/families?family=site-builder-qa","dossier":"/api/opportunities/families/site-builder-qa/dossier"},"commercial_readiness":{"total":22,"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":22}],"blocker_count":42,"caution_count":0,"status_counts":[{"status":"needs_external_proof","label":"Needs outside proof","count":21},{"status":"needs_family_proof","label":"Needs family proof","count":1}],"blocker_counts":[{"label":"Outside proof needed: not validated","count":21},{"label":"Commercial gate not complete: proof blocked","count":21}],"caution_counts":[],"ready_for_buyer_validation":0,"needs_external_proof":21,"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":22,"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":22}],"blocker_count":42,"caution_count":0,"status_counts":[{"status":"needs_external_proof","label":"Needs outside proof","count":21},{"status":"needs_family_proof","label":"Needs family proof","count":1}],"blocker_counts":[{"label":"Outside proof needed: not validated","count":21},{"label":"Commercial gate not complete: proof blocked","count":21}],"caution_counts":[],"ready_for_buyer_validation":0,"needs_external_proof":21,"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":"2026-08-05T13:05:12+00:00","age_seconds":9869},"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":"site-builder-qa","opportunity_decision_status":"supporting_evidence"}