{"summary":{"analyzed":true,"build_worthy":false,"build_worthy_family_key":"search-visibility","build_worthy_family_name":"search visibility operations","build_worthy_reason":"This row is supporting evidence for the linked opportunity family; use the family card, not this row, for the build decision.","build_worthy_scope":"opportunity_family","comments_returned":1,"commercial_card_missing_count":0,"commercial_card_status":"complete","commercial_context_status":"linked_opportunity","commercial_context_status_label":"Evidence linked to opportunity","evidence_context_status":"linked_opportunity","evidence_context_status_label":"Evidence linked to opportunity","evidence_role":"supports_opportunity_family","evidence_role_label":"Evidence supporting opportunity family","evidence_role_reason":"This row is supporting evidence for the linked opportunity family; use the family card, not this row, for the build decision.","intelligence_role":"supporting_evidence","intelligence_role_label":"Supporting evidence","is_build_worthy":false,"opportunity_context_status":"linked_opportunity","opportunity_context_status_label":"Evidence linked to opportunity","opportunity_decision_status":"supporting_evidence","opportunity_decision_status_label":"Supporting evidence","opportunity_relevance":0.98,"plugin_name":"Bulk Auto Image Alt Text (Alt tag, Alt attribute) optimizer (image SEO)","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":"bulk-image-alt-text-with-yoast","source":"review","source_link_count":2,"url":"https://wordpress.org/support/topic/only-pro-for-woocommerce/","worth_validating":false,"source_count":0,"source_evidence_summary":{"total":34,"source_evidence_rows":5,"source_link_rows":5,"source_count_only_rows":0,"missing_source_evidence_rows":29,"source_evidence_not_applicable_rows":0,"source_link_coverage_percent":14.7,"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":34,"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":34}],"blocker_count":66,"caution_count":0,"status_counts":[{"status":"needs_external_proof","label":"Needs outside proof","count":33},{"status":"needs_family_proof","label":"Needs family proof","count":1}],"blocker_counts":[{"label":"Outside proof needed: not validated","count":33},{"label":"Commercial gate not complete: proof blocked","count":33}],"caution_counts":[],"ready_for_buyer_validation":0,"needs_external_proof":33,"needs_family_proof":1,"needs_report":0,"needs_thesis_detail":0,"needs_thesis_sharpening":0,"research_first":0,"research_only":0,"hold":0,"unclassified":0,"core_wedge_validation_ready_rows":0,"full_family_validation_ready_rows":0,"scope_limited_validation_rows":0,"full_family_claim_ready_rows":0,"validation_claim_scope_policy":"Core-only validation rows are worth buyer testing, but they must not be presented as full-family commercial opportunities until family_wide_validation_ready is true."},"commercial_readiness_summary":{"status":"needs_family_proof","label":"Needs family proof","validation_ready":false,"family_key":"search-visibility","family_name":"search visibility operations","decision_bucket":"proof_blocked","decision_bucket_label":"Proof Blocked","proof_status":"validated_core","proof_status_label":"Validated core","commercial_gate_status":"complete","commercial_gate_label":"Gate complete","commercial_gate_passed":7,"commercial_gate_total":7,"commercial_card_status":"complete","commercial_card_complete":true,"commercial_card_missing_count":0,"blockers":[],"blocker_count":0,"cautions":[],"caution_count":0,"next_action":"Finish the missing outside proof, then test buyer urgency with SEO consultants managing WordPress sites: monitor SEO drift, schema/indexing failures, and client-readable search-impact fixes.","dossier_url":"/opportunities/families/search-visibility/dossier","dossier_api_url":"/api/opportunities/families/search-visibility/dossier"},"readiness_summary":{"status":"needs_family_proof","label":"Needs family proof","validation_ready":false,"family_key":"search-visibility","family_name":"search visibility operations","decision_bucket":"proof_blocked","decision_bucket_label":"Proof Blocked","proof_status":"validated_core","proof_status_label":"Validated core","commercial_gate_status":"complete","commercial_gate_label":"Gate complete","commercial_gate_passed":7,"commercial_gate_total":7,"commercial_card_status":"complete","commercial_card_complete":true,"commercial_card_missing_count":0,"blockers":[],"blocker_count":0,"cautions":[],"caution_count":0,"next_action":"Finish the missing outside proof, then test buyer urgency with SEO consultants managing WordPress sites: monitor SEO drift, schema/indexing failures, and client-readable search-impact fixes.","dossier_url":"/opportunities/families/search-visibility/dossier","dossier_api_url":"/api/opportunities/families/search-visibility/dossier"},"cache_source":"durable_research_stale","cache_age_seconds":7498,"payload_mode":"compact","full_payload_url":"/api/evidence/source?full=true&compact_schema=evidence-source-v2&url=https%3A//wordpress.org/support/topic/only-pro-for-woocommerce/&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/only-pro-for-woocommerce/","slug":"bulk-image-alt-text-with-yoast","plugin_name":"Bulk Auto Image Alt Text (Alt tag, Alt attribute) optimizer (image SEO)","source":"review","sentiment":"complaint","severity":"high","opportunity_relevance":0.98,"reply_count":1,"comments_returned":1,"analyzed":true,"source_link_count":2,"title":"Only PRO for WooCommerce","author":"dounsa","published_at":"2023-10-07T12:46:00+00:00","rating":1,"resolved":false,"collected_at":"2026-05-28T21:44:29+00:00","intent":"feature_request","affected_feature":"form","summary":"Only PRO for WooCommerce: users show bugs, compatibility, missing feature pain that may indicate a product gap.","evidence_quote":"Only PRO for WooCommerce The title of this product is highly misleading, which is entirely unacceptable.","confidence":0.68,"analyzed_at":"2026-05-28T21:47:10+00:00","market_key":"seo","market_name":"Seo","market_url":"/markets/seo","opportunity_url":"/opportunities/seo","family_key":"search-visibility","family_name":"search visibility operations","opportunity_family_key":"search-visibility","opportunity_family_name":"search visibility operations","buyer":"site owners, SEO consultants, and agencies","what_to_build":"SEO search visibility assurance for protecting search visibility and structured data quality","urgent_problem":"SEO and schema issues can quietly damage search performance until reports expose the loss.","problem":"SEO and schema issues can quietly damage search performance until reports expose the loss.","competitor_gap":"Gap to test: can buyers monitor SEO drift, schema/indexing failures, and client-readable search-impact fixes before schema, indexing, and search-visibility risk. pain: schema, sitemap, or indexing reliability risk (6 signals). weak-incumbent evidence gives 696 teardown...","proof_support":"Proof base: outside proof that buyers already pay around the workflow, paid-adjacent plugin or pricing signals, repeated WordPress pain, and weak incumbent coverage around protecting search visibility and structured data quality.","needs_validation":"finish the missing outside proof, then test buyer urgency with SEO consultants managing WordPress sites: monitor SEO drift, schema/indexing failures, and client-readable search-impact fixes.","what_still_needs_validation":"finish the missing outside proof, then test buyer urgency with SEO consultants managing WordPress sites: monitor SEO drift, schema/indexing failures, and client-readable search-impact fixes.","commercial_attractiveness":"Commercial pull comes from SEO consultants managing WordPress sites: SEO and schema issues can quietly damage search performance until reports expose the loss. The first paid wedge is to monitor SEO drift, schema/indexing failures, and client-readable search-impact fixes....","first_validation_wedge":"monitor SEO drift, schema/indexing failures, and client-readable search-impact fixes","mvp_wedge":"monitor SEO drift, schema/indexing failures, and client-readable search-impact fixes","decision_bucket":"proof_blocked","decision_bucket_label":"Proof Blocked","row_role":"supporting_evidence","recommendation_role":"evidence_input","evidence_role":"supports_opportunity_family","promotion_status":"linked_opportunity","promotion_status_label":"Evidence linked to opportunity","promotion_reason":"This row is supporting evidence linked to a commercial opportunity family, not the build-worthy opportunity itself.","is_build_worthy":false,"worth_validating":false,"build_worthy_scope":"opportunity_family","build_worthy_family_key":"search-visibility","opportunity_decision_status":"supporting_evidence","body_summary":"The title of this product is highly misleading, which is entirely unacceptable. The alt text feature for images linked to WooCommerce products is exclusively available in the PRO paid version. The issue lies in the...","issue_labels":["bugs","compatibility","missing feature","pricing"],"source_links":[{"source_url":"https://wordpress.org/support/topic/only-pro-for-woocommerce/","url":"https://wordpress.org/support/topic/only-pro-for-woocommerce/","original_url":"https://wordpress.org/support/topic/only-pro-for-woocommerce/","source_page_url":"/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Fonly-pro-for-woocommerce%2F","source_api_url":"/api/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Fonly-pro-for-woocommerce%2F"}]}],"plugin":{"active_installs":10000,"api_url":"/api/plugins/bulk-image-alt-text-with-yoast","downloaded":445286,"name":"Bulk Auto Image Alt Text (Alt tag, Alt attribute) optimizer (image SEO)","rating":84.0,"slug":"bulk-image-alt-text-with-yoast","tags":["alt attribute","alt tag","alt text","google images","seo"],"url":"/plugin/bulk-image-alt-text-with-yoast"},"conversation":{"url":"https://wordpress.org/support/topic/only-pro-for-woocommerce/","slug":"bulk-image-alt-text-with-yoast","source":"review","title":"Only PRO for WooCommerce","author":"dounsa","published_at":"2023-10-07T12:46:00+00:00","rating":1,"resolved":false,"reply_count":1,"collected_at":"2026-05-28T21:44:29+00:00","body_summary":"The title of this product is highly misleading, which is entirely unacceptable. The alt text feature for images linked to WooCommerce products is exclusively available in the PRO paid version. The issue lies in the lack of clarity within the title and the overly extensive..."},"analysis":{"affected_feature":"form","analyzed_at":"2026-05-28T21:47:10+00:00","complaint_types":["bugs","compatibility","missing_feature","pricing","support"],"confidence":0.68,"conversation_url":"https://wordpress.org/support/topic/only-pro-for-woocommerce/","evidence_quote":"Only PRO for WooCommerce The title of this product is highly misleading, which is entirely unacceptable.","intent":"feature_request","issue_labels":["bugs","compatibility","missing feature","pricing"],"model":"heuristic-v1","opportunity_relevance":0.98,"praise_types":["value","quality"],"sentiment":"complaint","severity":"high","slug":"bulk-image-alt-text-with-yoast","source":"review","summary":"Only PRO for WooCommerce: users show bugs, compatibility, missing feature pain that may indicate a product gap."},"comments":[{"position":1,"author":"Pagup","published_at":"2023-10-07T12:58:00+00:00","body_summary":"Hi, The title of this plugin is:”Bulk Auto Image Alt Text (Alt tag, Alt attribute) optimizer (image SEO)” Where do you see the mention to “Woocommerce”? We don’t get it… This reply was modified 2 years, 7 months ago..."}],"source_links":[{"source_url":"https://wordpress.org/support/topic/only-pro-for-woocommerce/","url":"https://wordpress.org/support/topic/only-pro-for-woocommerce/","original_url":"https://wordpress.org/support/topic/only-pro-for-woocommerce/","source_page_url":"/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Fonly-pro-for-woocommerce%2F","source_api_url":"/api/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Fonly-pro-for-woocommerce%2F"},{"source_url":"https://wordpress.org/plugins/bulk-image-alt-text-with-yoast/","url":"https://wordpress.org/plugins/bulk-image-alt-text-with-yoast/","original_url":"https://wordpress.org/plugins/bulk-image-alt-text-with-yoast/","source_page_url":"/plugin/bulk-image-alt-text-with-yoast","source_api_url":"/api/plugins/bulk-image-alt-text-with-yoast"}],"source_link_count":2,"market_key":"seo","market_name":"Seo","market_url":"/markets/seo","opportunity_url":"/opportunities/seo","opportunity_card":{"key":"search-visibility","name":"search visibility operations","family_key":"search-visibility","family_name":"search visibility operations","family_label":"search visibility operations","display_name":"SEO search visibility assurance","opportunity_name":"SEO search visibility assurance","opportunity_label":"SEO search visibility assurance","decision_bucket":"proof_blocked","commercial_readiness_status":"needs_family_proof","commercial_readiness_label":"Needs family proof","validation_ready":false,"is_build_worthy":false,"row_role":"opportunity_family","recommendation_role":"commercial_opportunity_candidate","buyer":"site owners, SEO consultants, and agencies","who_buys":"site owners, SEO consultants, and agencies","primary_buyer_segment":"SEO consultants managing WordPress sites","urgent_problem":"SEO and schema issues can quietly damage search performance until reports expose the loss.","problem":"SEO and schema issues can quietly damage search performance until reports expose the loss.","pain":"SEO and schema issues can quietly damage search performance until reports expose the loss.","what_to_build":"SEO search visibility assurance for protecting search visibility and structured data quality","first_validation_wedge":"monitor SEO drift, schema/indexing failures, and client-readable search-impact fixes","mvp_wedge":"monitor SEO drift, schema/indexing failures, and client-readable search-impact fixes","wedge":"monitor SEO drift, schema/indexing failures, and client-readable search-impact fixes","source_count":12,"source_link_count":12,"next_action":"Finish the missing outside proof, then test buyer urgency with SEO consultants managing WordPress sites: monitor SEO drift, schema/indexing failures, and client-readable search-impact fixes.","family_dossier_url":"/opportunities/families/search-visibility/dossier","opportunity_family_dossier_url":"/opportunities/families/search-visibility/dossier","family_dossier_api_url":"/api/opportunities/families/search-visibility/dossier","opportunity_family_dossier_api_url":"/api/opportunities/families/search-visibility/dossier","urls":{"dossier":"/opportunities/families/search-visibility/dossier","family":"/opportunities?family=search-visibility"},"api_urls":{"dossier":"/api/opportunities/families/search-visibility/dossier","family":"/api/opportunities/families?family=search-visibility"},"family_url":"/opportunities?family=search-visibility","opportunity_family_url":"/opportunities?family=search-visibility","opportunity_family_api_url":"/api/opportunities/families?family=search-visibility","commercial_gate_status":"complete","commercial_gate_label":"Gate complete","commercial_card_status":"complete","commercial_card_missing_count":0},"commercial_card_summary":{"status":"complete","status_label":"complete","missing_count":0,"passed":9,"required":9,"summary":{}},"commercial_card_checklist":[{"key":"what_to_build","label":"What to build","passed":true,"status":"pass","detail":"SEO search visibility assurance for protecting search visibility and structured data quality"},{"key":"specific_buyer","label":"Specific buyer","passed":true,"status":"pass","detail":"site owners, SEO consultants, and agencies"},{"key":"urgent_problem","label":"Urgent problem","passed":true,"status":"pass","detail":"SEO and schema issues can quietly damage search performance until reports expose the loss."},{"key":"competitor_gap","label":"Competitor gap","passed":true,"status":"pass","detail":"Gap to test: can buyers monitor SEO drift, schema/indexing failures, and client-readable search-impact fixes before schema, indexing, and search-visibility risk. pain: schema, sitemap, or indexing reliability risk (6 sig"}],"family_key":"search-visibility","family_name":"search visibility operations","opportunity_family_key":"search-visibility","opportunity_family_name":"search visibility operations","buyer":"site owners, SEO consultants, and agencies","what_to_build":"SEO search visibility assurance for protecting search visibility and structured data quality","urgent_problem":"SEO and schema issues can quietly damage search performance until reports expose the loss.","problem":"SEO and schema issues can quietly damage search performance until reports expose the loss.","competitor_gap":"Gap to test: can buyers monitor SEO drift, schema/indexing failures, and client-readable search-impact fixes before schema, indexing, and search-visibility risk. pain: schema, sitemap, or indexing reliability risk (6 signals). weak-incumbent evidence gives 696 teardown signal(s). Entry wedge: monitor SEO drift, schema/indexing failures, and client-readable search-impact fixes.","proof_support":"Proof base: outside proof that buyers already pay around the workflow, paid-adjacent plugin or pricing signals, repeated WordPress pain, and weak incumbent coverage around protecting search visibility and structured data quality.","needs_validation":"finish the missing outside proof, then test buyer urgency with SEO consultants managing WordPress sites: monitor SEO drift, schema/indexing failures, and client-readable search-impact fixes.","what_still_needs_validation":"finish the missing outside proof, then test buyer urgency with SEO consultants managing WordPress sites: monitor SEO drift, schema/indexing failures, and client-readable search-impact fixes.","commercial_attractiveness":"Commercial pull comes from SEO consultants managing WordPress sites: SEO and schema issues can quietly damage search performance until reports expose the loss. The first paid wedge is to monitor SEO drift, schema/indexing failures, and client-readable search-impact fixes. Revenue can come from scheduled audits, Search Console integrations, schema validation, alerts, and client-ready reports.","first_validation_wedge":"monitor SEO drift, schema/indexing failures, and client-readable search-impact fixes","mvp_wedge":"monitor SEO drift, schema/indexing failures, and client-readable search-impact fixes","decision_bucket":"proof_blocked","decision_bucket_label":"Proof Blocked","api_urls":{"evidence":"/api/evidence?slug=bulk-image-alt-text-with-yoast","market":"/markets/seo","opportunity":"/opportunities/seo","plugin":"/api/plugins/bulk-image-alt-text-with-yoast","source":"/api/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Fonly-pro-for-woocommerce%2F","wordpress":"https://wordpress.org/support/topic/only-pro-for-woocommerce/","family":"/api/opportunities/families?family=search-visibility","dossier":"/api/opportunities/families/search-visibility/dossier"},"commercial_readiness":{"total":34,"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":34}],"blocker_count":66,"caution_count":0,"status_counts":[{"status":"needs_external_proof","label":"Needs outside proof","count":33},{"status":"needs_family_proof","label":"Needs family proof","count":1}],"blocker_counts":[{"label":"Outside proof needed: not validated","count":33},{"label":"Commercial gate not complete: proof blocked","count":33}],"caution_counts":[],"ready_for_buyer_validation":0,"needs_external_proof":33,"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":34,"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":34}],"blocker_count":66,"caution_count":0,"status_counts":[{"status":"needs_external_proof","label":"Needs outside proof","count":33},{"status":"needs_family_proof","label":"Needs family proof","count":1}],"blocker_counts":[{"label":"Outside proof needed: not validated","count":33},{"label":"Commercial gate not complete: proof blocked","count":33}],"caution_counts":[],"ready_for_buyer_validation":0,"needs_external_proof":33,"needs_family_proof":1,"needs_report":0,"needs_thesis_detail":0,"needs_thesis_sharpening":0,"research_first":0,"research_only":0,"hold":0,"unclassified":0,"core_wedge_validation_ready_rows":0,"full_family_validation_ready_rows":0,"scope_limited_validation_rows":0,"full_family_claim_ready_rows":0,"validation_claim_scope_policy":"Core-only validation rows are worth buyer testing, but they must not be presented as full-family commercial opportunities until family_wide_validation_ready is true."},"evidence_summary":{"total":1,"source_evidence_rows":0,"source_link_rows":1,"source_count_only_rows":0,"missing_source_evidence_rows":0,"source_evidence_not_applicable_rows":0,"source_link_coverage_percent":100.0,"evidence_required_rows":0,"evidence_required_rows_missing_source_links":0,"build_worthy_rows_missing_source_links":0,"decision_rows_missing_source_links":0,"missing_source_examples":[]},"cache":{"source":"durable_research_stale","generated_at":"2026-06-10T13:22:21+00:00","age_seconds":7498},"row_role":"supporting_evidence","recommendation_role":"evidence_input","evidence_role":"supports_opportunity_family","promotion_status":"linked_opportunity","promotion_status_label":"Evidence linked to opportunity","promotion_reason":"This row is supporting evidence linked to a commercial opportunity family, not the build-worthy opportunity itself.","is_build_worthy":false,"worth_validating":false,"build_worthy_scope":"opportunity_family","build_worthy_family_key":"search-visibility","opportunity_decision_status":"supporting_evidence"}