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The first paid wedge is to audit product gallery product discovery, variant selection, catalog...","first_validation_wedge":"audit product gallery product discovery, variant selection, catalog display, and add-to-cart conversion risk","mvp_wedge":"audit product gallery product discovery, variant selection, catalog display, and add-to-cart conversion risk","decision_bucket":"investigate_pain","decision_bucket_label":"Investigate Pain","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":"commerce-product-conversion","opportunity_decision_status":"supporting_evidence","body_summary":"Hi, the product layouts created with the plugin have always worked correctly on my site. Until a few days ago the layouts displayed on the frontend exactly as they appear in the layout builder preview. Now something...","issue_labels":["bugs","compatibility","support","product layout frontend"],"source_links":[{"source_url":"https://wordpress.org/support/topic/layout-preview-correct-but-frontend-shows-different-style/","url":"https://wordpress.org/support/topic/layout-preview-correct-but-frontend-shows-different-style/","original_url":"https://wordpress.org/support/topic/layout-preview-correct-but-frontend-shows-different-style/","source_page_url":"/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Flayout-preview-correct-but-frontend-shows-different-style%2F","source_api_url":"/api/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Flayout-preview-correct-but-frontend-shows-different-style%2F"}]}],"plugin":{"active_installs":1000,"api_url":"/api/plugins/product-layouts","downloaded":35756,"name":"Product Layouts for WooCommerce","rating":100.0,"slug":"product-layouts","tags":["product gallery","product grid","product list","product showcase","product table"],"url":"/plugin/product-layouts"},"conversation":{"url":"https://wordpress.org/support/topic/layout-preview-correct-but-frontend-shows-different-style/","slug":"product-layouts","source":"support","title":"Layout preview correct but frontend shows different style","author":"zuvih4g","published_at":"2026-03-08T22:36:00+00:00","resolved":true,"reply_count":13,"collected_at":"2026-05-29T03:54:48+00:00","body_summary":"Hi, the product layouts created with the plugin have always worked correctly on my site. Until a few days ago the layouts displayed on the frontend exactly as they appear in the layout builder preview. Now something has changed: the preview inside the builder still shows the..."},"analysis":{"affected_feature":"product layout frontend","analyzed_at":"2026-07-06T09:54:31+00:00","complaint_types":["bugs","compatibility","support"],"confidence":0.9,"conversation_url":"https://wordpress.org/support/topic/layout-preview-correct-but-frontend-shows-different-style/","evidence_quote":"the layout on the frontend still appears with the default style instead of the custom styling","intent":"problem_report","issue_labels":["bugs","compatibility","support","product layout frontend"],"model":"codex:gpt-5.5","opportunity_relevance":0.62,"praise_types":[],"sentiment":"complaint","severity":"medium","slug":"product-layouts","source":"support","summary":"Product layouts still preview correctly in the builder but render with default styling on the frontend, even after cache clearing and conflict checks."},"comments":[{"position":1,"author":"Richard","published_at":"2026-03-08T23:24:00+00:00","body_summary":"Hi, Thank you for your message. Recently, if any new plugin was installed or updated on the site, it may cause a CSS or JavaScript conflict which can affect how the layout appears on the frontend. To help identify..."},{"position":2,"author":"zuvih4g","published_at":"2026-03-09T07:18:00+00:00","body_summary":"Hi Richard, thank you for your reply. Here is the information you asked for. Layout preview in the builder ( screenshot) Layout on the frontend ( screenshot) As you can see, the layout appears correctly in the..."},{"position":3,"author":"Richard","published_at":"2026-03-09T11:10:00+00:00","body_summary":"Hi, Thank you for the detailed information and screenshots. I noticed that your site is not using the latest version of the plugin. Please try updating the plugin to the latest version first. Before updating, I..."}],"source_links":[{"source_url":"https://wordpress.org/support/topic/layout-preview-correct-but-frontend-shows-different-style/","url":"https://wordpress.org/support/topic/layout-preview-correct-but-frontend-shows-different-style/","original_url":"https://wordpress.org/support/topic/layout-preview-correct-but-frontend-shows-different-style/","source_page_url":"/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Flayout-preview-correct-but-frontend-shows-different-style%2F","source_api_url":"/api/evidence/source?url=https%3A%2F%2Fwordpress.org%2Fsupport%2Ftopic%2Flayout-preview-correct-but-frontend-shows-different-style%2F"},{"source_url":"https://wordpress.org/plugins/product-layouts/","url":"https://wordpress.org/plugins/product-layouts/","original_url":"https://wordpress.org/plugins/product-layouts/","source_page_url":"/plugin/product-layouts","source_api_url":"/api/plugins/product-layouts"}],"source_link_count":2,"market_key":"product gallery","market_name":"Product Gallery","market_url":"/markets/product%20gallery","opportunity_url":"/opportunities/product%20gallery","opportunity_card":{"key":"commerce-product-conversion","name":"product-page conversion assurance","family_key":"commerce-product-conversion","family_name":"product-page conversion assurance","family_label":"product-page conversion assurance","display_name":"product-page conversion assurance","opportunity_name":"product-page conversion assurance","opportunity_label":"product-page conversion assurance","decision_bucket":"investigate_pain","commercial_readiness_status":"needs_thesis_sharpening","commercial_readiness_label":"Needs thesis sharpening","validation_ready":false,"is_build_worthy":false,"row_role":"opportunity_family","recommendation_role":"commercial_opportunity_candidate","buyer":"WooCommerce store owners, ecommerce agencies, and merchandisers","who_buys":"WooCommerce store owners, ecommerce agencies, and merchandisers","primary_buyer_segment":"WooCommerce store owners","urgent_problem":"Stores lose sales when product pages, catalogs, variant selectors, filters, or product media make items hard to inspect or buy.","problem":"Stores lose sales when product pages, catalogs, variant selectors, filters, or product media make items hard to inspect or buy.","pain":"Stores lose sales when product pages, catalogs, variant selectors, filters, or product media make items hard to inspect or buy.","what_to_build":"Product Gallery product-page conversion assurance for protecting product discovery, variant selection, and add-to-cart conversion","first_validation_wedge":"audit product gallery product discovery, variant selection, catalog display, and add-to-cart conversion risk","mvp_wedge":"audit product gallery product discovery, variant selection, catalog display, and add-to-cart conversion risk","wedge":"audit product gallery product discovery, variant selection, catalog display, and add-to-cart conversion risk","source_count":7,"source_link_count":7,"watchlist_caveats":["Some grouped markets still need clearer revenue logic."],"validation_warnings":["Some grouped markets still need clearer revenue logic."],"next_action":"Sharpen the buyer, pain, and paid workflow around audit product gallery product discovery, variant selection, catalog display, and add-to-cart conversion risk; 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