{"active_blockers":["Named competitor teardown target has not been identified."],"agent_findings":6,"agents":{"findings":[{"agent_name":"Complaint Analyst","agent_recommendation_status":"high_priority","agent_recommends_build_candidate":false,"agent_record_role":"analyst_finding","agent_role":"Complaint Analyst","bucket_key":"proof_blocked","bucket_label":"Proof Blocked","build_card_title":"product-page conversion assurance","build_worthy_scope":"opportunity_family","buyer":"WooCommerce store owners, ecommerce agencies, and merchandisers","buyer_segment_candidates":["WooCommerce store owners","WooCommerce agencies","ecommerce merchandisers","ecommerce agencies"],"buyer_specificity_label":"Primary buyer selected","buyer_specificity_note":"Validate with WooCommerce store owners first; keep other buyer groups as secondary segments.","buyer_specificity_status":"primary_segment_selected","buyer_validation_target":"WooCommerce store owners","card_title":"product-page conversion assurance","commercial_attractiveness":"Commercial pull comes from WooCommerce store owners: stores lose sales when product pages, catalogs, variant selectors, filters, or product media make items hard to inspect or buy. The first paid wedge is to audit stock product discovery, variant selection, catalog display, and add-to-cart conversion risk. Revenue can come from catalog audits, product-page regression checks, merchandising QA, conversion alerts, and…","commercial_card_complete":true,"commercial_card_missing_count":0,"commercial_card_status":"complete","commercial_card_status_label":"complete","commercial_card_summary":{"missing_count":0,"passed":9,"required":9,"status":"complete","status_label":"complete"},"commercial_gate_label":"Gate complete","commercial_gate_passed":7,"commercial_gate_status":"complete","commercial_gate_summary":{"label":"Gate complete","status":"complete"},"commercial_gate_total":7,"commercial_opportunity_title":"product-page conversion assurance","commercial_pain_points":["product-page or catalog conversion reliability risk (10 signals)"],"commercial_readiness_label":"Needs family proof","commercial_readiness_status":"needs_family_proof","commercial_readiness_summary":{"blocker_count":0,"caution_count":0,"commercial_card_complete":true,"commercial_card_missing_count":0,"commercial_card_status":"complete","commercial_gate_label":"Gate complete","commercial_gate_passed":7,"commercial_gate_status":"complete","commercial_gate_total":7,"decision_bucket":"proof_blocked","decision_bucket_label":"Proof Blocked","family_key":"commerce-product-conversion","family_name":"product-page conversion assurance","label":"Needs family proof","next_action":"Finish the missing outside proof, then test buyer urgency with WooCommerce store owners: audit stock product discovery, variant selection, catalog display, and add-to-cart conversion risk.","proof_status":"validated","proof_status_label":"validated","status":"needs_family_proof","validation_ready":false},"commercial_thesis_summary":"Pay attention because WooCommerce store owners have a costly workflow problem: user pain clusters around product-page or catalog conversion reliability risk (10 signals). Evidence includes validated outside proof, paid-adjacent signals, weak incumbent signals, and repeated user pain. Start by testing whether buyers will pay to audit stock product discovery, variant selection, catalog display, and add-to-cart convers…","competitor_gap":"Gap to test: can WooCommerce store owners audit WooCommerce Product Addons product discovery, variant selection, catalog display, and add-to-cart conversion risk before stores lose sales when product pages, catalogs, variant selectors, filters, or product media make items hard to inspect or buy? Identify named incumbents before treating the gap as proven.","competitor_gap_thesis":"Gap to test: can buyers audit stock product discovery, variant selection, catalog display, and add-to-cart conversion risk before product-page, catalog, and add-to-cart conversion leakage. pain: product-page or catalog conversion reliability risk (10 signals). weak-incumbent evidence gives 34 teardown signal(s). Entry wedge: audit stock product discovery, variant selection, catalog display, and add-to-cart conversion risk.","context_market_key":"stock","context_market_name":"Stock","context_title":"Stock: product-page conversion assurance","customer_pain_summary":"User pain clusters around product-page or catalog conversion reliability risk (10 signals).","decision_bucket":"proof_blocked","decision_bucket_label":"Proof Blocked","decision_title":"product-page conversion assurance","display_name":"product-page conversion assurance","external_proof_focus_label":"Focused outside proof","external_proof_focus_requires_validation":false,"external_proof_focus_status":"focus_matched","external_proof_status":"validated","external_proof_status_label":"validated","external_status":"validated","external_status_label":"validated","family_api_url":"/api/opportunities/families?family=commerce-product-conversion","family_dossier_api_url":"/api/opportunities/families/commerce-product-conversion/dossier","family_dossier_url":"/opportunities/families/commerce-product-conversion/dossier","family_key":"commerce-product-conversion","family_label":"product-page conversion assurance","family_name":"product-page conversion assurance","family_proof_api_url":"/api/research/queue?family=commerce-product-conversion&limit=8","family_proof_command_guidance":"Use bounded row-level commands from the family Research Queue; 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Evidence includes validated outside proof, paid-adjacent signals, weak incumbent signals, and repeated user pain. Start by testing whether buyers will pay to audit stock product discovery, variant selection, catalog display, and add-to-cart convers…","why_pay_attention":"Pay attention because WooCommerce store owners have a costly workflow problem: user pain clusters around product-page or catalog conversion reliability risk (10 signals). Evidence includes validated outside proof, paid-adjacent signals, weak incumbent signals, and repeated user pain. Start by testing whether buyers will pay to audit stock product discovery, variant selection, catalog display, and add-to-cart convers…","worth_validating":false},{"agent_name":"Complaint Analyst","agent_recommendation_status":"high_priority","agent_recommends_build_candidate":false,"agent_record_role":"analyst_finding","agent_role":"Complaint Analyst","bucket_key":"proof_blocked","bucket_label":"Proof Blocked","build_card_title":"product-page conversion assurance","build_worthy_scope":"opportunity_family","buyer":"WooCommerce store owners, ecommerce agencies, and merchandisers","buyer_segment_candidates":["WooCommerce store owners","WooCommerce agencies","ecommerce merchandisers","ecommerce agencies"],"buyer_specificity_label":"Primary buyer selected","buyer_specificity_note":"Validate with WooCommerce store owners first; keep other buyer groups as secondary segments.","buyer_specificity_status":"primary_segment_selected","buyer_validation_target":"WooCommerce store owners","card_title":"product-page conversion assurance","commercial_attractiveness":"Commercial pull comes from WooCommerce store owners: stores lose sales when product pages, catalogs, variant selectors, filters, or product media make items hard to inspect or buy. The first paid wedge is to audit quantity product discovery, variant selection, catalog display, and add-to-cart conversion risk. Revenue can come from catalog audits, product-page regression checks, merchandising QA, conversion alerts, a…","commercial_card_complete":true,"commercial_card_missing_count":0,"commercial_card_status":"complete","commercial_card_status_label":"complete","commercial_card_summary":{"missing_count":0,"passed":9,"required":9,"status":"complete","status_label":"complete"},"commercial_gate_label":"Gate complete","commercial_gate_passed":7,"commercial_gate_status":"complete","commercial_gate_summary":{"label":"Gate complete","status":"complete"},"commercial_gate_total":7,"commercial_opportunity_title":"product-page conversion assurance","commercial_pain_points":["product-page or catalog conversion reliability risk (24 signals)"],"commercial_readiness_label":"Needs family proof","commercial_readiness_status":"needs_family_proof","commercial_readiness_summary":{"blocker_count":0,"caution_count":0,"commercial_card_complete":true,"commercial_card_missing_count":0,"commercial_card_status":"complete","commercial_gate_label":"Gate complete","commercial_gate_passed":7,"commercial_gate_status":"complete","commercial_gate_total":7,"decision_bucket":"proof_blocked","decision_bucket_label":"Proof Blocked","family_key":"commerce-product-conversion","family_name":"product-page conversion assurance","label":"Needs family proof","next_action":"Finish the missing outside proof, then test buyer urgency with WooCommerce store owners: audit quantity product discovery, variant selection, catalog display, and add-to-cart conversion risk.","proof_status":"validated","proof_status_label":"validated","status":"needs_family_proof","validation_ready":false},"commercial_thesis_summary":"Pay attention because WooCommerce store owners have a costly workflow problem: user pain clusters around product-page or catalog conversion reliability risk (24 signals). Evidence includes validated outside proof, paid-adjacent signals, weak incumbent signals, and repeated user pain. Start by testing whether buyers will pay to audit quantity product discovery, variant selection, catalog display, and add-to-cart conv…","competitor_gap":"Gap to test: can WooCommerce store owners audit WooCommerce Product Addons product discovery, variant selection, catalog display, and add-to-cart conversion risk before stores lose sales when product pages, catalogs, variant selectors, filters, or product media make items hard to inspect or buy? Identify named incumbents before treating the gap as proven.","competitor_gap_thesis":"Gap to test: can buyers audit quantity product discovery, variant selection, catalog display, and add-to-cart conversion risk before product-page, catalog, and add-to-cart conversion leakage. pain: product-page or catalog conversion reliability risk (24 signals). weak-incumbent evidence gives 19 teardown signal(s). Entry wedge: audit quantity product discovery, variant selection, catalog display, and add-to-cart conversion risk.","context_market_key":"quantity","context_market_name":"Quantity","context_title":"Quantity: product-page conversion assurance","customer_pain_summary":"User pain clusters around product-page or catalog conversion reliability risk (24 signals).","decision_bucket":"proof_blocked","decision_bucket_label":"Proof Blocked","decision_title":"product-page conversion assurance","display_name":"product-page conversion assurance","external_proof_focus_label":"Focused outside proof","external_proof_focus_requires_validation":false,"external_proof_focus_status":"focus_matched","external_proof_status":"validated","external_proof_status_label":"validated","external_status":"validated","external_status_label":"validated","family_api_url":"/api/opportunities/families?family=commerce-product-conversion","family_dossier_api_url":"/api/opportunities/families/commerce-product-conversion/dossier","family_dossier_url":"/opportunities/families/commerce-product-conversion/dossier","family_key":"commerce-product-conversion","family_label":"product-page conversion assurance","family_name":"product-page conversion assurance","family_proof_api_url":"/api/research/queue?family=commerce-product-conversion&limit=8","family_proof_command_guidance":"Use bounded row-level commands from the family Research Queue; do not restart the parked broad proof worker.","family_proof_command_source":"family_research_queue","family_proof_next_action":"Open the family proof queue for product-page conversion assurance and collect the highest-priority missing outside proof for Quickview (Paid adjacent proof needs stronger support), Stock Photos (Paid adjacent proof needs stronger support), and the remaining 32 weaker grouped markets before claiming the full grouped family.","family_proof_url":"/research?family=commerce-product-conversion","family_url":"/opportunities?family=commerce-product-conversion","family_wide_validation_gap_count":18,"family_wide_validation_next_action":"Identify named incumbent tools and tear down whether they already solve audit WooCommerce Product Addons product discovery, variant selection, catalog display, and add-to-cart conversion risk before treating this as buyer-validation ready.","first_validation_wedge":"audit quantity product discovery, variant selection, catalog display, and add-to-cart conversion risk","generated_at":"2026-06-02T10:00:19+00:00","grouped_market_key":"stock","grouped_market_name":"Stock","is_build_worthy":false,"linked_opportunity_name":"product-page conversion assurance","linked_opportunity_title":"product-page conversion assurance","market_context":"quantity","market_context_label":"Source market: Quantity","market_context_title":"Quantity: product-page conversion assurance","market_key":"quantity","market_name":"Quantity","market_url":"/markets/quantity","metrics":{"external_research_score":79.3,"external_research_status":"validated"},"mvp_wedge":"audit quantity product discovery, variant selection, catalog display, and add-to-cart conversion risk","needs_validation":"finish the missing outside proof, then test buyer urgency with WooCommerce store owners: audit quantity product discovery, variant selection, catalog display, and add-to-cart conversion risk.","next_action":"Finish the missing outside proof, then test buyer urgency with WooCommerce store owners: audit quantity product discovery, variant selection, catalog display, and add-to-cart conversion risk.","opportunity_decision_status":"agent_analysis","opportunity_family_api_url":"/api/opportunities/families?family=commerce-product-conversion","opportunity_family_dossier_api_url":"/api/opportunities/families/commerce-product-conversion/dossier","opportunity_family_dossier_url":"/opportunities/families/commerce-product-conversion/dossier","opportunity_family_key":"commerce-product-conversion","opportunity_family_name":"product-page conversion assurance","opportunity_family_url":"/opportunities?family=commerce-product-conversion","opportunity_label":"product-page conversion assurance","opportunity_name":"product-page conversion assurance","opportunity_title":"WooCommerce Product Addons product-page conversion assurance","opportunity_url":"/opportunities/quantity","paid_workflow":"protecting product discovery, variant selection, and add-to-cart conversion","pain":"Stores lose sales when product pages, catalogs, variant selectors, filters, or product media make items hard to inspect or buy.","primary_buyer_segment":"WooCommerce store owners","priority_score":100.0,"problem":"Stores lose sales when product pages, catalogs, variant selectors, filters, or product media make items hard to inspect or buy.","proof_score":79.3,"proof_status":"validated","proof_status_label":"validated","proof_strong_enough":true,"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 product discovery, variant selection, and add-to-cart conversion.","quality_promoted":false,"quality_status":"unclassified","quality_status_label":"Unclassified","recommendation":"Treat the complaints as evidence for workflow simplification and operations layer; 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Start by testing whether buyers will pay to audit quantity product discovery, variant selection, catalog display, and add-to-cart conv…","worth_validating":false},{"agent_name":"Complaint Analyst","agent_recommendation_status":"high_priority","agent_recommends_build_candidate":false,"agent_record_role":"analyst_finding","agent_role":"Complaint Analyst","bucket_key":"proof_blocked","bucket_label":"Proof Blocked","build_card_title":"product-page conversion assurance","build_worthy_scope":"opportunity_family","buyer":"WooCommerce store owners, ecommerce agencies, and merchandisers","buyer_segment_candidates":["WooCommerce store owners","WooCommerce agencies","ecommerce merchandisers","ecommerce agencies"],"buyer_specificity_label":"Primary buyer selected","buyer_specificity_note":"Validate with WooCommerce store owners first; keep other buyer groups as secondary segments.","buyer_specificity_status":"primary_segment_selected","buyer_validation_target":"WooCommerce store owners","card_title":"product-page conversion assurance","commercial_attractiveness":"Commercial pull comes from WooCommerce store owners: stores lose sales when product pages, catalogs, variant selectors, filters, or product media make items hard to inspect or buy. 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Evidence includes validated outside proof, paid-adjacent signals, weak incumbent signals, and repeated user pain. Start by testing whether buyers will pay to audit wishlist product discovery, variant selection, catalog display, and add-to-cart conv…","competitor_gap":"Gap to test: can WooCommerce store owners audit WooCommerce Product Addons product discovery, variant selection, catalog display, and add-to-cart conversion risk before stores lose sales when product pages, catalogs, variant selectors, filters, or product media make items hard to inspect or buy? Identify named incumbents before treating the gap as proven.","competitor_gap_thesis":"Gap to test: can buyers audit wishlist product discovery, variant selection, catalog display, and add-to-cart conversion risk before product-page, catalog, and add-to-cart conversion leakage. pain: product-page or catalog conversion reliability risk (11 signals). weak-incumbent evidence gives 30 teardown signal(s). Entry wedge: audit wishlist product discovery, variant selection, catalog display, and add-to-cart conversion risk.","context_market_key":"wishlist","context_market_name":"Wishlist","context_title":"Wishlist: product-page conversion assurance","customer_pain_summary":"User pain clusters around product-page or catalog conversion reliability risk (11 signals).","decision_bucket":"proof_blocked","decision_bucket_label":"Proof Blocked","decision_title":"product-page conversion assurance","display_name":"product-page conversion assurance","external_proof_focus_label":"Family-level outside proof","external_proof_focus_requires_validation":true,"external_proof_focus_status":"family_fallback","external_proof_focus_warning":"Outside proof is family-level; validate exact wedge proof before treating this focused opportunity as proven.","external_proof_status":"validated","external_proof_status_label":"validated","external_status":"validated","external_status_label":"validated","family_api_url":"/api/opportunities/families?family=commerce-product-conversion","family_dossier_api_url":"/api/opportunities/families/commerce-product-conversion/dossier","family_dossier_url":"/opportunities/families/commerce-product-conversion/dossier","family_key":"commerce-product-conversion","family_label":"product-page conversion assurance","family_name":"product-page conversion assurance","family_proof_api_url":"/api/research/queue?family=commerce-product-conversion&limit=8","family_proof_command_guidance":"Use bounded row-level commands from the family Research Queue; do not restart the parked broad proof worker.","family_proof_command_source":"family_research_queue","family_proof_next_action":"Open the family proof queue for product-page conversion assurance and collect the highest-priority missing outside proof for Quickview (Paid adjacent proof needs stronger support), Stock Photos (Paid adjacent proof needs stronger support), and the remaining 32 weaker grouped markets before claiming the full grouped family.","family_proof_url":"/research?family=commerce-product-conversion","family_url":"/opportunities?family=commerce-product-conversion","family_wide_validation_gap_count":18,"family_wide_validation_next_action":"Identify named incumbent tools and tear down whether they already solve audit WooCommerce Product Addons product discovery, variant selection, catalog display, and add-to-cart conversion risk before treating this as buyer-validation ready.","first_validation_wedge":"audit wishlist product discovery, variant selection, catalog display, and add-to-cart conversion risk","generated_at":"2026-06-02T10:00:19+00:00","grouped_market_key":"stock","grouped_market_name":"Stock","is_build_worthy":false,"linked_opportunity_name":"product-page conversion assurance","linked_opportunity_title":"product-page conversion assurance","market_context":"wishlist","market_context_label":"Source market: Wishlist","market_context_title":"Wishlist: product-page conversion assurance","market_key":"wishlist","market_name":"Wishlist","market_url":"/markets/wishlist","metrics":{"external_research_score":86.5,"external_research_status":"validated"},"mvp_wedge":"audit wishlist product discovery, variant selection, catalog display, and add-to-cart conversion risk","needs_validation":"finish the missing outside proof, then test buyer urgency with WooCommerce store owners: audit wishlist product discovery, variant selection, catalog display, and add-to-cart conversion risk.","next_action":"Finish the missing outside proof, then test buyer urgency with WooCommerce store owners: audit wishlist product discovery, variant selection, catalog display, and add-to-cart conversion risk.","opportunity_decision_status":"agent_analysis","opportunity_family_api_url":"/api/opportunities/families?family=commerce-product-conversion","opportunity_family_dossier_api_url":"/api/opportunities/families/commerce-product-conversion/dossier","opportunity_family_dossier_url":"/opportunities/families/commerce-product-conversion/dossier","opportunity_family_key":"commerce-product-conversion","opportunity_family_name":"product-page conversion assurance","opportunity_family_url":"/opportunities?family=commerce-product-conversion","opportunity_label":"product-page conversion assurance","opportunity_name":"product-page conversion assurance","opportunity_title":"WooCommerce Product Addons product-page conversion assurance","opportunity_url":"/opportunities/wishlist","paid_workflow":"protecting product discovery, variant selection, and add-to-cart conversion","pain":"Stores lose sales when product pages, catalogs, variant selectors, filters, or product media make items hard to inspect or buy.","primary_buyer_segment":"WooCommerce store owners","priority_score":100.0,"problem":"Stores lose sales when product pages, catalogs, variant selectors, filters, or product media make items hard to inspect or buy.","proof_score":86.5,"proof_status":"validated","proof_status_label":"validated","proof_strong_enough":true,"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 product discovery, variant selection, and add-to-cart conversion.","quality_promoted":false,"quality_status":"unclassified","quality_status_label":"Unclassified","recommendation":"Treat the complaints as evidence for workflow simplification and operations layer; validate whether users will pay for a better way to remove repetitive work from an important WordPress workflow.","recommendation_role":"agent_finding","record_label":"Analyst finding","record_type":"agent_finding","remaining_validation":"finish the missing outside proof, then test buyer urgency with WooCommerce store owners: audit wishlist product discovery, variant selection, catalog display, and add-to-cart conversion risk.","representative_market_key":"stock","representative_market_name":"Stock","research_api_url":"/api/research/queue?family=commerce-product-conversion&limit=8","research_url":"/research?family=commerce-product-conversion","revenue_logic":"catalog audits, product-page regression checks, merchandising QA, conversion alerts, and agency-ready product display reports","row_is_build_worthy":false,"row_is_opportunity":false,"row_role":"agent_analysis","row_type":"agent_finding","secondary_buyer_segments":["WooCommerce agencies","ecommerce merchandisers","ecommerce agencies","merchandisers"],"source_count":3,"source_evidence_label":"Linked source evidence","source_evidence_required_for_recommendation":false,"source_evidence_status":"linked_source_evidence","source_link_count":3,"source_links":[{"original_url":"https://wpclever.net/","source_url":"https://wpclever.net/","url":"https://wpclever.net/"}],"source_market_key":"wishlist","source_market_name":"Wishlist","source_urls":["https://wpclever.net/"],"status":"high_priority","summary":"171 analyzed complaint conversation(s) include workflow gaps, pointing toward workflow simplification and operations layer.","target_key":"wishlist","title":"Wishlist complaint pressure","urgent_problem":"Stores lose sales when product pages, catalogs, variant selectors, filters, or product media make items hard to inspect or buy.","user_pain_points":["product-page or catalog conversion reliability risk (11 signals)"],"user_pain_summary":"User pain clusters around product-page or catalog conversion reliability risk (11 signals).","validation_ready":false,"validation_warnings":["Outside proof is family-level; validate exact wedge proof before treating this focused opportunity as proven."],"watchlist_caveats":["Outside proof is family-level; validate exact wedge proof before treating this focused opportunity as proven."],"wedge":"audit wishlist product discovery, variant selection, catalog display, and add-to-cart conversion risk","what_still_needs_validation":"finish the missing outside proof, then test buyer urgency with WooCommerce store owners: audit wishlist product discovery, variant selection, catalog display, and add-to-cart conversion risk.","what_to_build":"Wishlist product-page conversion assurance for protecting product discovery, variant selection, and add-to-cart conversion","what_users_are_unhappy_about":"User pain clusters around product-page or catalog conversion reliability risk (11 signals).","who_buys":"WooCommerce store owners, ecommerce agencies, and merchandisers","why_it_matters":"Pay attention because WooCommerce store owners have a costly workflow problem: user pain clusters around product-page or catalog conversion reliability risk (11 signals). Evidence includes validated outside proof, paid-adjacent signals, weak incumbent signals, and repeated user pain. Start by testing whether buyers will pay to audit wishlist product discovery, variant selection, catalog display, and add-to-cart conv…","why_pay_attention":"Pay attention because WooCommerce store owners have a costly workflow problem: user pain clusters around product-page or catalog conversion reliability risk (11 signals). Evidence includes validated outside proof, paid-adjacent signals, weak incumbent signals, and repeated user pain. Start by testing whether buyers will pay to audit wishlist product discovery, variant selection, catalog display, and add-to-cart conv…","worth_validating":false},{"agent_name":"Complaint Analyst","agent_recommendation_status":"high_priority","agent_recommends_build_candidate":false,"agent_record_role":"analyst_finding","agent_role":"Complaint Analyst","bucket_key":"proof_blocked","bucket_label":"Proof Blocked","build_card_title":"product-page conversion assurance","build_worthy_scope":"opportunity_family","buyer":"WooCommerce store owners, ecommerce agencies, and merchandisers","buyer_segment_candidates":["WooCommerce store owners","WooCommerce agencies","ecommerce merchandisers","ecommerce agencies"],"buyer_specificity_label":"Primary buyer selected","buyer_specificity_note":"Validate with WooCommerce store owners first; keep other buyer groups as secondary segments.","buyer_specificity_status":"primary_segment_selected","buyer_validation_target":"WooCommerce store owners","card_title":"product-page conversion assurance","commercial_attractiveness":"Commercial pull comes from WooCommerce store owners: stores lose sales when product pages, catalogs, variant selectors, filters, or product media make items hard to inspect or buy. The first paid wedge is to audit quick view product discovery, variant selection, catalog display, and add-to-cart conversion risk. Revenue can come from catalog audits, product-page regression checks, merchandising QA, conversion alerts,…","commercial_card_complete":true,"commercial_card_missing_count":0,"commercial_card_status":"complete","commercial_card_status_label":"complete","commercial_card_summary":{"missing_count":0,"passed":9,"required":9,"status":"complete","status_label":"complete"},"commercial_gate_label":"Gate complete","commercial_gate_passed":7,"commercial_gate_status":"complete","commercial_gate_summary":{"label":"Gate complete","status":"complete"},"commercial_gate_total":7,"commercial_opportunity_title":"product-page conversion assurance","commercial_pain_points":["product-page or catalog conversion reliability risk (10 signals)"],"commercial_readiness_label":"Needs family proof","commercial_readiness_status":"needs_family_proof","commercial_readiness_summary":{"blocker_count":0,"caution_count":0,"commercial_card_complete":true,"commercial_card_missing_count":0,"commercial_card_status":"complete","commercial_gate_label":"Gate complete","commercial_gate_passed":7,"commercial_gate_status":"complete","commercial_gate_total":7,"decision_bucket":"proof_blocked","decision_bucket_label":"Proof Blocked","family_key":"commerce-product-conversion","family_name":"product-page conversion assurance","label":"Needs family proof","next_action":"Finish the missing outside proof, then test buyer urgency with WooCommerce store owners: audit quick view product discovery, variant selection, catalog display, and add-to-cart conversion risk.","proof_status":"validated","proof_status_label":"validated","status":"needs_family_proof","validation_ready":false},"commercial_thesis_summary":"Pay attention because WooCommerce store owners have a costly workflow problem: user pain clusters around product-page or catalog conversion reliability risk (10 signals). Evidence includes validated outside proof, paid-adjacent signals, weak incumbent signals, and repeated user pain. Start by testing whether buyers will pay to audit quick view product discovery, variant selection, catalog display, and add-to-cart co…","competitor_gap":"Gap to test: can WooCommerce store owners audit WooCommerce Product Addons product discovery, variant selection, catalog display, and add-to-cart conversion risk before stores lose sales when product pages, catalogs, variant selectors, filters, or product media make items hard to inspect or buy? Identify named incumbents before treating the gap as proven.","competitor_gap_thesis":"Gap to test: can buyers audit quick view product discovery, variant selection, catalog display, and add-to-cart conversion risk before product-page, catalog, and add-to-cart conversion leakage. pain: product-page or catalog conversion reliability risk (10 signals). weak-incumbent evidence gives 16 teardown signal(s). Entry wedge: audit quick view product discovery, variant selection, catalog display, and add-to-cart conversion risk.","context_market_key":"quick view","context_market_name":"Quick View","context_title":"Quick View: product-page conversion assurance","customer_pain_summary":"User pain clusters around product-page or catalog conversion reliability risk (10 signals).","decision_bucket":"proof_blocked","decision_bucket_label":"Proof Blocked","decision_title":"product-page conversion assurance","display_name":"product-page conversion assurance","external_proof_focus_label":"Focused outside proof","external_proof_focus_requires_validation":false,"external_proof_focus_status":"focus_matched","external_proof_status":"validated","external_proof_status_label":"validated","external_status":"validated","external_status_label":"validated","family_api_url":"/api/opportunities/families?family=commerce-product-conversion","family_dossier_api_url":"/api/opportunities/families/commerce-product-conversion/dossier","family_dossier_url":"/opportunities/families/commerce-product-conversion/dossier","family_key":"commerce-product-conversion","family_label":"product-page conversion assurance","family_name":"product-page conversion assurance","family_proof_api_url":"/api/research/queue?family=commerce-product-conversion&limit=8","family_proof_command_guidance":"Use bounded row-level commands from the family Research Queue; do not restart the parked broad proof worker.","family_proof_command_source":"family_research_queue","family_proof_next_action":"Open the family proof queue for product-page conversion assurance and collect the highest-priority missing outside proof for Quickview (Paid adjacent proof needs stronger support), Stock Photos (Paid adjacent proof needs stronger support), and the remaining 32 weaker grouped markets before claiming the full grouped family.","family_proof_url":"/research?family=commerce-product-conversion","family_url":"/opportunities?family=commerce-product-conversion","family_wide_validation_gap_count":18,"family_wide_validation_next_action":"Identify named incumbent tools and tear down whether they already solve audit WooCommerce Product Addons product discovery, variant selection, catalog display, and add-to-cart conversion risk before treating this as buyer-validation ready.","first_validation_wedge":"audit quick view product discovery, variant selection, catalog display, and add-to-cart conversion risk","generated_at":"2026-06-02T10:00:19+00:00","grouped_market_key":"stock","grouped_market_name":"Stock","is_build_worthy":false,"linked_opportunity_name":"product-page conversion assurance","linked_opportunity_title":"product-page conversion assurance","market_context":"quick view","market_context_label":"Source market: Quick View","market_context_title":"Quick View: product-page conversion assurance","market_key":"quick view","market_name":"Quick View","market_url":"/markets/quick%20view","metrics":{"external_research_score":71.9,"external_research_status":"validated"},"mvp_wedge":"audit quick view product discovery, variant selection, catalog display, and add-to-cart conversion risk","needs_validation":"finish the missing outside proof, then test buyer urgency with WooCommerce store owners: audit quick view product discovery, variant selection, catalog display, and add-to-cart conversion risk.","next_action":"Finish the missing outside proof, then test buyer urgency with WooCommerce store owners: audit quick view product discovery, variant selection, catalog display, and add-to-cart conversion risk.","opportunity_decision_status":"agent_analysis","opportunity_family_api_url":"/api/opportunities/families?family=commerce-product-conversion","opportunity_family_dossier_api_url":"/api/opportunities/families/commerce-product-conversion/dossier","opportunity_family_dossier_url":"/opportunities/families/commerce-product-conversion/dossier","opportunity_family_key":"commerce-product-conversion","opportunity_family_name":"product-page conversion assurance","opportunity_family_url":"/opportunities?family=commerce-product-conversion","opportunity_label":"product-page conversion assurance","opportunity_name":"product-page conversion assurance","opportunity_title":"WooCommerce Product Addons product-page conversion assurance","opportunity_url":"/opportunities/quick%20view","paid_workflow":"protecting product discovery, variant selection, and add-to-cart conversion","pain":"Stores lose sales when product pages, catalogs, variant selectors, filters, or product media make items hard to inspect or buy.","primary_buyer_segment":"WooCommerce store owners","priority_score":100.0,"problem":"Stores lose sales when product pages, catalogs, variant selectors, filters, or product media make items hard to inspect or buy.","proof_score":71.9,"proof_status":"validated","proof_status_label":"validated","proof_strong_enough":true,"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 product discovery, variant selection, and add-to-cart conversion.","quality_promoted":false,"quality_status":"unclassified","quality_status_label":"Unclassified","recommendation":"Treat the complaints as evidence for workflow simplification and operations layer; validate whether users will pay for a better way to remove repetitive work from an important WordPress workflow.","recommendation_role":"agent_finding","record_label":"Analyst finding","record_type":"agent_finding","remaining_validation":"finish the missing outside proof, then test buyer urgency with WooCommerce store owners: audit quick view product discovery, variant selection, catalog display, and add-to-cart conversion risk.","representative_market_key":"stock","representative_market_name":"Stock","research_api_url":"/api/research/queue?family=commerce-product-conversion&limit=8","research_url":"/research?family=commerce-product-conversion","revenue_logic":"catalog audits, product-page regression checks, merchandising QA, conversion alerts, and agency-ready product display reports","row_is_build_worthy":false,"row_is_opportunity":false,"row_role":"agent_analysis","row_type":"agent_finding","secondary_buyer_segments":["WooCommerce agencies","ecommerce merchandisers","ecommerce agencies","merchandisers"],"source_count":4,"source_evidence_label":"Linked source evidence","source_evidence_required_for_recommendation":false,"source_evidence_status":"linked_source_evidence","source_link_count":4,"source_links":[{"original_url":"https://yithemes.com/themes/plugins/yith-woocommerce-quick-view/","source_url":"https://yithemes.com/themes/plugins/yith-woocommerce-quick-view/","url":"https://yithemes.com/themes/plugins/yith-woocommerce-quick-view/"}],"source_market_key":"quick view","source_market_name":"Quick View","source_urls":["https://yithemes.com/themes/plugins/yith-woocommerce-quick-view/"],"status":"high_priority","summary":"228 analyzed complaint conversation(s) include workflow gaps, pointing toward workflow simplification and operations layer.","target_key":"quick view","title":"Quick View complaint pressure","urgent_problem":"Stores lose sales when product pages, catalogs, variant selectors, filters, or product media make items hard to inspect or buy.","user_pain_points":["product-page or catalog conversion reliability risk (10 signals)"],"user_pain_summary":"User pain clusters around product-page or catalog conversion reliability risk (10 signals).","validation_ready":false,"wedge":"audit quick view product discovery, variant selection, catalog display, and add-to-cart conversion risk","what_still_needs_validation":"finish the missing outside proof, then test buyer urgency with WooCommerce store owners: audit quick view product discovery, variant selection, catalog display, and add-to-cart conversion risk.","what_to_build":"Quick View product-page conversion assurance for protecting product discovery, variant selection, and add-to-cart conversion","what_users_are_unhappy_about":"User pain clusters around product-page or catalog conversion reliability risk (10 signals).","who_buys":"WooCommerce store owners, ecommerce agencies, and merchandisers","why_it_matters":"Pay attention because WooCommerce store owners have a costly workflow problem: user pain clusters around product-page or catalog conversion reliability risk (10 signals). Evidence includes validated outside proof, paid-adjacent signals, weak incumbent signals, and repeated user pain. Start by testing whether buyers will pay to audit quick view product discovery, variant selection, catalog display, and add-to-cart co…","why_pay_attention":"Pay attention because WooCommerce store owners have a costly workflow problem: user pain clusters around product-page or catalog conversion reliability risk (10 signals). Evidence includes validated outside proof, paid-adjacent signals, weak incumbent signals, and repeated user pain. Start by testing whether buyers will pay to audit quick view product discovery, variant selection, catalog display, and add-to-cart co…","worth_validating":false},{"agent_name":"Complaint Analyst","agent_recommendation_status":"high_priority","agent_recommends_build_candidate":false,"agent_record_role":"analyst_finding","agent_role":"Complaint Analyst","bucket_key":"proof_blocked","bucket_label":"Proof Blocked","build_card_title":"product-page conversion assurance","build_worthy_scope":"opportunity_family","buyer":"WooCommerce store owners, ecommerce agencies, and merchandisers","buyer_segment_candidates":["WooCommerce store owners","WooCommerce agencies","ecommerce merchandisers","ecommerce agencies"],"buyer_specificity_label":"Primary buyer selected","buyer_specificity_note":"Validate with WooCommerce store owners first; keep other buyer groups as secondary segments.","buyer_specificity_status":"primary_segment_selected","buyer_validation_target":"WooCommerce store owners","card_title":"product-page conversion assurance","commercial_attractiveness":"Commercial pull comes from WooCommerce store owners: stores lose sales when product pages, catalogs, variant selectors, filters, or product media make items hard to inspect or buy. The first paid wedge is to audit catalog product discovery, variant selection, catalog display, and add-to-cart conversion risk. Revenue can come from catalog audits, product-page regression checks, merchandising QA, conversion alerts, an…","commercial_card_complete":true,"commercial_card_missing_count":0,"commercial_card_status":"complete","commercial_card_status_label":"complete","commercial_card_summary":{"missing_count":0,"passed":9,"required":9,"status":"complete","status_label":"complete"},"commercial_gate_label":"Gate complete","commercial_gate_passed":7,"commercial_gate_status":"complete","commercial_gate_summary":{"label":"Gate complete","status":"complete"},"commercial_gate_total":7,"commercial_opportunity_title":"product-page conversion assurance","commercial_pain_points":["product-page or catalog conversion reliability risk (8 signals)"],"commercial_readiness_label":"Needs family proof","commercial_readiness_status":"needs_family_proof","commercial_readiness_summary":{"blocker_count":0,"caution_count":0,"commercial_card_complete":true,"commercial_card_missing_count":0,"commercial_card_status":"complete","commercial_gate_label":"Gate complete","commercial_gate_passed":7,"commercial_gate_status":"complete","commercial_gate_total":7,"decision_bucket":"proof_blocked","decision_bucket_label":"Proof Blocked","family_key":"commerce-product-conversion","family_name":"product-page conversion assurance","label":"Needs family proof","next_action":"Finish the missing outside proof, then test buyer urgency with WooCommerce store owners: audit catalog product discovery, variant selection, catalog display, and add-to-cart conversion risk.","proof_status":"validated","proof_status_label":"validated","status":"needs_family_proof","validation_ready":false},"commercial_thesis_summary":"Pay attention because WooCommerce store owners have a costly workflow problem: user pain clusters around product-page or catalog conversion reliability risk (8 signals). Evidence includes validated outside proof, paid-adjacent signals, weak incumbent signals, and repeated user pain. Start by testing whether buyers will pay to audit catalog product discovery, variant selection, catalog display, and add-to-cart conver…","competitor_gap":"Gap to test: can WooCommerce store owners audit WooCommerce Product Addons product discovery, variant selection, catalog display, and add-to-cart conversion risk before stores lose sales when product pages, catalogs, variant selectors, filters, or product media make items hard to inspect or buy? Identify named incumbents before treating the gap as proven.","competitor_gap_thesis":"Gap to test: can buyers audit catalog product discovery, variant selection, catalog display, and add-to-cart conversion risk before product-page, catalog, and add-to-cart conversion leakage. pain: product-page or catalog conversion reliability risk (8 signals). weak-incumbent evidence gives 20 teardown signal(s). Entry wedge: audit catalog product discovery, variant selection, catalog display, and add-to-cart conversion risk.","context_market_key":"catalog","context_market_name":"Catalog","context_title":"Catalog: product-page conversion assurance","customer_pain_summary":"User pain clusters around product-page or catalog conversion reliability risk (8 signals).","decision_bucket":"proof_blocked","decision_bucket_label":"Proof Blocked","decision_title":"product-page conversion assurance","display_name":"product-page conversion assurance","external_proof_focus_label":"Focused outside proof","external_proof_focus_requires_validation":false,"external_proof_focus_status":"focus_matched","external_proof_status":"validated","external_proof_status_label":"validated","external_status":"validated","external_status_label":"validated","family_api_url":"/api/opportunities/families?family=commerce-product-conversion","family_dossier_api_url":"/api/opportunities/families/commerce-product-conversion/dossier","family_dossier_url":"/opportunities/families/commerce-product-conversion/dossier","family_key":"commerce-product-conversion","family_label":"product-page conversion assurance","family_name":"product-page conversion assurance","family_proof_api_url":"/api/research/queue?family=commerce-product-conversion&limit=8","family_proof_command_guidance":"Use bounded row-level commands from the family Research Queue; do not restart the parked broad proof worker.","family_proof_command_source":"family_research_queue","family_proof_next_action":"Open the family proof queue for product-page conversion assurance and collect the highest-priority missing outside proof for Quickview (Paid adjacent proof needs stronger support), Stock Photos (Paid adjacent proof needs stronger support), and the remaining 32 weaker grouped markets before claiming the full grouped family.","family_proof_url":"/research?family=commerce-product-conversion","family_url":"/opportunities?family=commerce-product-conversion","family_wide_validation_gap_count":18,"family_wide_validation_next_action":"Identify named incumbent tools and tear down whether they already solve audit WooCommerce Product Addons product discovery, variant selection, catalog display, and add-to-cart conversion risk before treating this as buyer-validation ready.","first_validation_wedge":"audit catalog product discovery, variant selection, catalog display, and add-to-cart conversion risk","generated_at":"2026-06-02T10:00:19+00:00","grouped_market_key":"stock","grouped_market_name":"Stock","is_build_worthy":false,"linked_opportunity_name":"product-page conversion assurance","linked_opportunity_title":"product-page conversion assurance","market_context":"catalog","market_context_label":"Source market: Catalog","market_context_title":"Catalog: product-page conversion assurance","market_key":"catalog","market_name":"Catalog","market_url":"/markets/catalog","metrics":{"external_research_score":78.9,"external_research_status":"validated"},"mvp_wedge":"audit catalog product discovery, variant selection, catalog display, and add-to-cart conversion risk","needs_validation":"finish the missing outside proof, then test buyer urgency with WooCommerce store owners: audit catalog product discovery, variant selection, catalog display, and add-to-cart conversion risk.","next_action":"Finish the missing outside proof, then test buyer urgency with WooCommerce store owners: audit catalog product discovery, variant selection, catalog display, and add-to-cart conversion risk.","opportunity_decision_status":"agent_analysis","opportunity_family_api_url":"/api/opportunities/families?family=commerce-product-conversion","opportunity_family_dossier_api_url":"/api/opportunities/families/commerce-product-conversion/dossier","opportunity_family_dossier_url":"/opportunities/families/commerce-product-conversion/dossier","opportunity_family_key":"commerce-product-conversion","opportunity_family_name":"product-page conversion assurance","opportunity_family_url":"/opportunities?family=commerce-product-conversion","opportunity_label":"product-page conversion assurance","opportunity_name":"product-page conversion assurance","opportunity_title":"WooCommerce Product Addons product-page conversion assurance","opportunity_url":"/opportunities/catalog","paid_workflow":"protecting product discovery, variant selection, and add-to-cart conversion","pain":"Stores lose sales when product pages, catalogs, variant selectors, filters, or product media make items hard to inspect or buy.","primary_buyer_segment":"WooCommerce store owners","priority_score":100.0,"problem":"Stores lose sales when product pages, catalogs, variant selectors, filters, or product media make items hard to inspect or buy.","proof_score":78.9,"proof_status":"validated","proof_status_label":"validated","proof_strong_enough":true,"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 product discovery, variant selection, and add-to-cart conversion.","quality_promoted":false,"quality_status":"unclassified","quality_status_label":"Unclassified","recommendation":"Treat the complaints as evidence for workflow simplification and operations layer; 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Start by testing whether buyers will pay to audit catalog product discovery, variant selection, catalog display, and add-to-cart conver…","worth_validating":false},{"agent_name":"Complaint Analyst","agent_recommendation_status":"high_priority","agent_recommends_build_candidate":false,"agent_record_role":"analyst_finding","agent_role":"Complaint Analyst","bucket_key":"proof_blocked","bucket_label":"Proof Blocked","build_card_title":"product-page conversion assurance","build_worthy_scope":"opportunity_family","buyer":"WooCommerce store owners, ecommerce agencies, and merchandisers","buyer_segment_candidates":["WooCommerce store owners","WooCommerce agencies","ecommerce merchandisers","ecommerce agencies"],"buyer_specificity_label":"Primary buyer selected","buyer_specificity_note":"Validate with WooCommerce store owners first; keep other buyer groups as secondary segments.","buyer_specificity_status":"primary_segment_selected","buyer_validation_target":"WooCommerce store owners","card_title":"product-page conversion assurance","commercial_attractiveness":"Commercial pull comes from WooCommerce store owners: stores lose sales when product pages, catalogs, variant selectors, filters, or product media make items hard to inspect or buy. 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Start by testing whether buyers will pay to audit related produ…","worth_validating":false}],"target_market_count":61},"api_urls":{"agents":"/api/agents","decision_board":"/api/opportunities/decision-board?family=commerce-product-conversion","dossier":"/api/opportunities/families/commerce-product-conversion/dossier","evidence":"/api/evidence?family=commerce-product-conversion","family":"/api/opportunities/families?family=commerce-product-conversion","html":"/opportunities/families/commerce-product-conversion/dossier","research":"/api/research/queue?family=commerce-product-conversion","validation":"/api/validation/buyer-queue?family=commerce-product-conversion"},"brief":{"buyer":"WooCommerce store owners, ecommerce agencies, and merchandisers","complaint_themes":[{"market_key":"woocommerce product addons","market_name":"WooCommerce Product Addons","markets":[{"count":1,"name":"Catalog Sync"},{"count":1,"name":"Facebook Catalog"},{"count":1,"name":"Product Feed"}],"sentiment":"complaint","summary":"1 complaint signal(s) mention security across 1 plugin(s). The pattern is new in the recent window.","title":"Security pain"},{"market_key":"woocommerce product addons","market_name":"WooCommerce Product Addons","markets":[{"count":2,"name":"Catalog Sync"},{"count":1,"name":"Inventory Sync"},{"count":1,"name":"Additional Variation Image Gallery"}],"sentiment":"complaint","summary":"1 complaint signal(s) mention bugs across 1 plugin(s). The pattern is new in the recent window.","title":"Bugs pain"}],"evidence_examples":[{"market":"Catalog Sync","source_api_url":"/api/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Fcant-save-facebook-description%2F","source_page_url":"/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Fcant-save-facebook-description%2F","source_url":"https://wordpress.org/support/topic/cant-save-facebook-description/","summary":"Can’t Save Facebook Description: users show security, bugs, compatibility pain that may indicate a product gap.","title":"Can’t Save Facebook Description","url":"https://wordpress.org/support/topic/cant-save-facebook-description/"},{"market":"Facebook Catalog","source_api_url":"/api/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Fmeta-xml-or-csv-upload-not-working%2F","source_page_url":"/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Fmeta-xml-or-csv-upload-not-working%2F","source_url":"https://wordpress.org/support/topic/meta-xml-or-csv-upload-not-working/","summary":"Meta XML or CSV Upload Not Working: users show security, bugs, compatibility pain that may indicate a product gap.","title":"Meta XML or CSV Upload Not Working","url":"https://wordpress.org/support/topic/meta-xml-or-csv-upload-not-working/"},{"market":"Catalog Sync","source_api_url":"/api/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Fbackground-product-sync-crashes-with-fatal-error%2F","source_page_url":"/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Fbackground-product-sync-crashes-with-fatal-error%2F","source_url":"https://wordpress.org/support/topic/background-product-sync-crashes-with-fatal-error/","summary":"Background product sync crashes with fatal error: users show bugs, compatibility, performance pain that may indicate a product gap.","title":"Background product sync crashes with fatal error","url":"https://wordpress.org/support/topic/background-product-sync-crashes-with-fatal-error/"},{"market":"Inventory Sync","source_api_url":"/api/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Fproducts-missing-after-sync-all-have-skus%2F","source_page_url":"/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Fproducts-missing-after-sync-all-have-skus%2F","source_url":"https://wordpress.org/support/topic/products-missing-after-sync-all-have-skus/","summary":"Products Missing After Sync (all have SKUs): users show bugs, compatibility, missing feature pain that may indicate a product gap.","title":"Products Missing After Sync (all have SKUs)","url":"https://wordpress.org/support/topic/products-missing-after-sync-all-have-skus/"}],"key":"commerce-product-conversion","metrics":{"avg_pain":90.9,"avg_score":67.3,"avg_weakness":35.2,"best_score":78.4,"build_candidates":27,"markets":61,"paid_signal_plugins":159,"partial":7,"product_lane_markets":16,"total_complaints":4222,"validated":43},"name":"product-page conversion assurance","next_actions":["Test buyer urgency and pricing with WooCommerce store owners: audit WooCommerce Product Addons product discovery, variant selection, catalog display, and add-to-cart conversion risk.","Close missing external proof around SEO demand, SERP competitors, Adjacent substitutes.","Read the strongest security pain evidence in Catalog Sync, Facebook Catalog."],"paid_workflow":"protecting product discovery, variant selection, and add-to-cart conversion","praise_themes":[{"market_key":"woocommerce product addons","market_name":"WooCommerce Product Addons","markets":[{"count":3,"name":"Product Filter"},{"count":2,"name":"Variation Swatches"},{"count":2,"name":"Woocommerce Blocks"}],"sentiment":"praise","summary":"3 praise signal(s) mention compatibility across 2 plugin(s). 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The first paid wedge is to audit WooCommerce Product Addons product discovery, variant selection, catalog display, and add-to-cart conversion risk. Revenue can come from catalog audits, product-page regression checks, merchandising QA, co…","commercial_card_checklist":[{"detail":"WooCommerce Product Addons product-page conversion assurance for protecting product discovery, variant selection, and add-to-cart conversion","key":"what_to_build","label":"What to build","passed":true,"status":"pass"},{"detail":"WooCommerce store owners, ecommerce agencies, and merchandisers","key":"specific_buyer","label":"Specific buyer","passed":true,"status":"pass"},{"detail":"Stores lose sales when product pages, catalogs, variant selectors, filters, or product media make items hard to inspect or buy.","key":"urgent_problem","label":"Urgent problem","passed":true,"status":"pass"},{"detail":"Gap to test: can buyers audit WooCommerce Product Addons product discovery, variant selection, catalog display, and add-to-cart conversion risk before product-page, catalog, and add-to-cart conversion leakage. pain: prod","key":"competitor_gap","label":"Competitor gap","passed":true,"status":"pass"},{"detail":"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 product discovery, variant selection,","key":"proof_support","label":"Proof support","passed":true,"status":"pass"},{"detail":"Test buyer urgency and pricing with WooCommerce store owners: audit WooCommerce Product Addons product discovery, variant selection, catalog display, and add-to-cart conversion risk. 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The first paid wedge is to audit WooCommerce Product Addons product discovery, variant selection, catalog display, and add-to-cart conversion risk. Revenue can come from catalog audits, product-page regression checks, merchandising QA, co…","existing_gap":"Gap to test: can buyers audit WooCommerce Product Addons product discovery, variant selection, catalog display, and add-to-cart conversion risk before product-page, catalog, and add-to-cart conversion leakage. pain: product-page or catalog conversion reliability risk (10 signals). weak-incumbent evidence gives 352 teardown signal(s). 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Start by testing whether buyers will pay to audit WooCommerce Product Addons product discovery, variant selection, catalog display, an…","competitor_evidence":[{"count":2,"label":"6 top competitor(s) show visible weakness, including PPOM – Product Addons & Custom Fields for WooCommerce, Flexible Product Fields..."},{"count":2,"label":"6 top competitor(s) show visible weakness, including YITH WooCommerce Ajax Product Filter, Themify – WooCommerce Product Filter,..."},{"count":2,"label":"6 top competitor(s) show visible weakness, including Variation Swatches for WooCommerce, Product Variations Swatches for WooCommerce,..."}],"competitor_gap":{"competitors":[{"name":"product-page conversion assurance","source_link_count":0}],"complaint_themes":[{"count":1,"label":"Bugs in Stock (10 signals)","source_link_count":0},{"count":1,"label":"Bugs in Stock (8 signals)","source_link_count":0},{"count":1,"label":"Bugs in Stock (6 signals)","source_link_count":0}],"evidence":[{"count":2,"label":"6 top competitor(s) show visible weakness, including PPOM – Product Addons & Custom Fields for WooCommerce, Flexible Product Fields...","source_link_count":0},{"count":2,"label":"6 top competitor(s) show visible weakness, including YITH WooCommerce Ajax Product Filter, Themify – WooCommerce Product Filter,...","source_link_count":0},{"count":2,"label":"6 top competitor(s) show visible weakness, including Variation Swatches for WooCommerce, Product Variations Swatches for WooCommerce,...","source_link_count":0}],"paid_terms":[{"count":35,"label":"pro","source_link_count":0},{"count":17,"label":"order","source_link_count":0},{"count":10,"label":"checkout","source_link_count":0}],"status":"evidence_backed","status_label":"Evidence-backed competitor gap","summary":"Gap to test: can WooCommerce store owners audit WooCommerce Product Addons product discovery, variant selection, catalog display, and add-to-cart conversion risk before stores lose sales when product pages, catalogs, variant selectors, filters, or product media make items hard to inspect or buy? 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Identify named incumbents before treating the gap as proven.","competitor_gap_thesis":"Gap to test: can WooCommerce store owners audit WooCommerce Product Addons product discovery, variant selection, catalog display, and add-to-cart conversion risk before stores lose sales when product pages, catalogs, variant selectors, filters, or product media make items hard to inspect or buy? 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The first paid wedge is to audit WooCommerce Product Addons product discovery, variant selection, catalog display, and add-to-cart conversion risk. 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Identify named incumbents before treating the gap as proven.","external_evidence_preview":[{"build_worthy_scope":"none","evidence_role":"unpromoted_source_evidence","is_build_worthy":false,"market":"WooCommerce Product Addons","market_key":"woocommerce product addons","opportunity_decision_status":"supporting_evidence","opportunity_decision_status_label":"Supporting evidence","recommendation_role":"evidence_input","recommendation_role_label":"Evidence input","research_type":"mixed_focused_source_links","row_is_build_worthy":false,"row_is_opportunity":false,"row_role":"supporting_evidence","row_role_label":"Supporting evidence","signal":"Concrete outside proof for WooCommerce Product Addons product-page conversion assurance: acowebs.com, acowebs.com/guideline/shopify.","source_links":[{"original_url":"https://acowebs.com","source_url":"https://acowebs.com","url":"https://acowebs.com"},{"original_url":"https://acowebs.com/guideline/shopify/product-options-addons/pricing-and-custom-formula/","source_url":"https://acowebs.com/guideline/shopify/product-options-addons/pricing-and-custom-formula/","url":"https://acowebs.com/guideline/shopify/product-options-addons/pricing-and-custom-formula/"}],"source_type":"Focused and family outside proof","worth_validating":false}],"external_evidence_quality":{"status":"needs_review","status_label":"Weak-match links hidden"},"external_evidence_summary":"External commercial proof covers Pricing pages, External voice, Adjacent substitutes, SEO demand across 43 validated market(s) and 7 partial market(s); 10 decision-useful outside source URL(s) attached. 1 weak-match signal(s) kept as cautions; adoption sample URLs hidden from proof links.","external_proof_coverage_percent":82.0,"external_proof_focus_requires_validation":false,"external_proof_status":"validated_core","external_proof_status_label":"Validated core","external_proof_validated_percent":70.5,"external_score":100.0,"external_status":"validated_core","external_status_label":"Validated core","family":{"active_blockers":["Named competitor teardown target has not been identified."],"bucket_key":"investigate_pain","bucket_label":"Investigate Pain","build_card_title":"WooCommerce Product Addons product-page conversion assurance","build_worthy_scope":"opportunity_family","buyer":"WooCommerce store owners","buyer_segment_candidates":["WooCommerce store owners","WooCommerce agencies","ecommerce merchandisers"],"buyer_specificity_label":"Primary buyer selected","buyer_specificity_note":"Validate with WooCommerce store owners first; keep other buyer groups as secondary segments.","buyer_specificity_status":"primary_segment_selected","buyer_validation_scope":"not_validation_ready","buyer_validation_scope_label":"Not validation-ready","buyer_validation_scope_summary":{"blockers":["18 grouped report(s) still need strong outside proof.","34 grouped report(s) are not promoted commercial opportunities.","Outside proof validates the strongest core thesis, not the full grouped family."],"next_action":"Identify named incumbent tools and tear down whether they already solve audit WooCommerce Product Addons product discovery, variant selection, catalog display, and add-to-cart conversion risk before treating this as buyer-validation ready.","outside_proof_gap_count":18,"promoted_count":0,"reports_count":0,"scope":"not_validation_ready","scope_label":"Not validation-ready","status":"not_ready","status_label":"Not validation-ready","unpromoted_gap_count":34,"validated_count":0,"validated_promoted_count":0,"variant_examples":[{"market_key":"quickview","market_name":"Quickview","needs":["Paid adjacent proof needs stronger support","outside proof is not collected","quality gate is research first"],"proof_status":"not_collected","quality_status":"research_first","url":"/opportunities/quickview"},{"market_key":"stock photos","market_name":"Stock Photos","needs":["Paid adjacent proof needs stronger support","outside proof is not collected","quality gate is research first"],"proof_status":"not_collected","quality_status":"research_first","url":"/opportunities/stock%20photos"}]},"buyer_validation_scope_warning":"Resolve the commercial gate before treating this as buyer-validation ready.","buyer_validation_target":"WooCommerce store owners","can_claim_full_family_opportunity":false,"card_title":"WooCommerce Product Addons product-page conversion assurance","commercial_attractiveness":"Commercial pull comes from WooCommerce store owners: stores lose sales when product pages, catalogs, variant selectors, filters, or product media make items hard to inspect or buy. The first paid wedge is to audit WooCommerce Product Addons product discovery, variant selection, catalog display, and add-to-cart conversion risk. Revenue can come from catalog audits, product-page regression checks, merchandising QA, co…","commercial_card_complete":false,"commercial_card_missing_count":1,"commercial_card_status":"needs_detail","commercial_card_status_label":"needs detail","commercial_card_summary":{"missing":["Competitor gap"],"missing_count":1,"passed":8,"required":9,"status":"needs_detail","status_label":"needs detail"},"commercial_gate_label":"Core gate complete","commercial_gate_passed":7,"commercial_gate_status":"core_complete","commercial_gate_summary":{"core_only":["Paid adjacent proof","Competitor weakness or gap","Clear revenue logic"],"label":"Core gate complete","status":"core_complete"},"commercial_gate_total":7,"commercial_opportunity_title":"WooCommerce Product Addons product-page conversion assurance","commercial_pain_points":["product-page or catalog conversion reliability risk (10 signals)"],"commercial_readiness_label":"Needs thesis detail","commercial_readiness_status":"needs_thesis_detail","commercial_readiness_summary":{"blocker_count":2,"blockers":["Commercial card missing: Competitor gap","Named competitor teardown target has not been identified."],"caution_count":3,"cautions":["Core-only gate check: Paid adjacent proof","Core-only gate check: Competitor weakness or gap","Core-only gate check: Clear revenue logic"],"commercial_card_complete":false,"commercial_card_missing_count":1,"commercial_card_status":"needs_detail","commercial_gate_label":"Core gate complete","commercial_gate_passed":7,"commercial_gate_status":"core_complete","commercial_gate_total":7,"decision_bucket":"investigate_pain","decision_bucket_label":"Investigate Pain","family_key":"commerce-product-conversion","family_name":"product-page conversion assurance","label":"Needs thesis detail","next_action":"Identify named incumbent tools and tear down whether they already solve audit WooCommerce Product Addons product discovery, variant selection, catalog display, and add-to-cart conversion risk before treating this as buyer-validation ready.","proof_status":"validated_core","proof_status_label":"Validated core","status":"needs_thesis_detail","validation_ready":false},"commercial_thesis_summary":"Pay attention because WooCommerce store owners have a costly workflow problem: user pain clusters around product-page or catalog conversion reliability risk (10 signals). 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Identify named incumbents before treating the gap as proven.","context_market_key":"woocommerce product addons","context_market_name":"WooCommerce Product Addons","context_title":"WooCommerce Product Addons: WooCommerce Product Addons product-page conversion assurance","core_validation_ready":false,"customer_pain_summary":"User pain clusters around product-page or catalog conversion reliability risk (10 signals).","decision_bucket":"investigate_pain","decision_bucket_label":"Investigate Pain","decision_bucket_repaired":true,"decision_score":84.2,"decision_title":"WooCommerce Product Addons product-page conversion assurance","display_name":"WooCommerce Product Addons product-page conversion assurance","external_evidence_preview":[{"build_worthy":false,"build_worthy_reason":"This row is source evidence for research, but it has not been promoted into a build-worthy commercial opportunity.","build_worthy_scope":"none","commercial_context_status":"evidence_only","commercial_context_status_label":"Evidence only","evidence_context_status":"evidence_only","evidence_context_status_label":"Evidence only","evidence_role":"unpromoted_source_evidence","evidence_role_label":"Unpromoted source evidence","evidence_role_reason":"This row is source evidence for research, but it has not been promoted into a build-worthy commercial opportunity.","intelligence_role":"supporting_evidence","intelligence_role_label":"Supporting evidence","is_build_worthy":false,"market":"WooCommerce Product Addons","market_key":"woocommerce product addons","opportunity_context_status":"evidence_only","opportunity_context_status_label":"Evidence only","opportunity_decision_status":"supporting_evidence","opportunity_decision_status_label":"Supporting evidence","promotion_reason":"This row is useful source evidence, but it has not been promoted into a build-worthy commercial opportunity.","promotion_status":"evidence_only","promotion_status_label":"Evidence only","recommendation_role":"evidence_input","recommendation_role_label":"Evidence input","research_type":"mixed_focused_source_links","row_is_build_worthy":false,"row_is_opportunity":false,"row_role":"supporting_evidence","row_role_label":"Supporting evidence","signal":"Concrete outside proof for WooCommerce Product Addons product-page conversion assurance: acowebs.com, acowebs.com/guideline/shopify.","source_links":[{"original_url":"https://acowebs.com","source_relevance_status":"family_fallback","source_url":"https://acowebs.com","url":"https://acowebs.com"},{"original_url":"https://acowebs.com/guideline/shopify/product-options-addons/pricing-and-custom-formula/","source_relevance_status":"focus_matched","source_url":"https://acowebs.com/guideline/shopify/product-options-addons/pricing-and-custom-formula/","url":"https://acowebs.com/guideline/shopify/product-options-addons/pricing-and-custom-formula/"}],"source_relevance_status":"mixed_focus","source_summary":["acowebs.com","acowebs.com/guideline/shopify"],"source_type":"Focused and family outside proof","worth_validating":false}],"external_evidence_summary":"External commercial proof covers Pricing pages, External voice, Adjacent substitutes, SEO demand across 43 validated market(s) and 7 partial market(s); 10 decision-useful outside source URL(s) attached. 1 weak-match signal(s) kept as cautions; adoption sample URLs hidden from proof links.","external_proof_status":"validated_core","external_proof_status_label":"Validated core","family_dossier_api_url":"/api/opportunities/families/commerce-product-conversion/dossier","family_dossier_url":"/opportunities/families/commerce-product-conversion/dossier","family_key":"commerce-product-conversion","family_label":"product-page conversion assurance","family_name":"product-page conversion assurance","family_proof_api_url":"/api/research/queue?family=commerce-product-conversion&limit=8","family_proof_command_guidance":"Use bounded row-level commands from the family Research Queue; do not restart the parked broad proof worker.","family_proof_command_source":"family_research_queue","family_proof_command_status":"use_family_queue","family_proof_command_suppressed_reason":"Saved row-level proof command no longer matches the current family proof focus; 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