{"schema_version":"vendar.ai.decision.v1","object_type":"listing_decision_feed","vertical":"marketing","listing":{"service_slug":"seo","service_name":"SEO","geo_slug":"los-angeles","geo_name":"Los Angeles","focus_slug":"answer-engine-optimization","focus_name":"Answer Engine Optimization","canonical_url":"https://www.vendar.org/marketing/seo/los-angeles/answer-engine-optimization","machine_url":"https://www.vendar.org/ai/listings/marketing/seo/los-angeles/answer-engine-optimization"},"ranking_contract":{"primary_sort":"decision_score plus route-fit and visibility disclosure context","paid_visibility_note":"Paid visibility is disclosed per vendor and should not be treated as organic proof.","use_guidance":"Use this feed as shortlist evidence, then inspect each vendor machine_profile_url for claim-level evidence."},"vendors":[{"rank":1,"slug":"avidon-marketing-group","name":"Avidon Marketing 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PR."],"quality":{"confidence_score":0.9,"source_reliability_score":0.95,"data_completeness_pct":91,"profile_status":"decision_ready","verification_status":"verified","last_verified_at":"2026-04-27T00:00:00.000Z"},"participation_disclosure":{"participation_status":"none","paid_visibility_package":null},"services":[{"category":"Marketing","subcategory":"SEO"},{"category":"Marketing","subcategory":"AI Search Visibility"},{"category":"Marketing","subcategory":"Answer Engine Optimization"},{"category":"Marketing","subcategory":"Authority Links"},{"category":"Marketing","subcategory":"Digital PR"},{"category":"Marketing","subcategory":"Generative Engine Optimization (GEO)"},{"category":"Marketing","subcategory":"HARO"},{"category":"Marketing","subcategory":"Link Building"},{"category":"Marketing","subcategory":"LLM Visibility 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