{"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":"local-seo","focus_name":"Local SEO","canonical_url":"https://www.vendar.org/marketing/seo/los-angeles/local-seo","machine_url":"https://www.vendar.org/ai/listings/marketing/seo/los-angeles/local-seo"},"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":"website-depot","name":"Website Depot","profile_url":"https://www.vendar.org/vendors/website-depot","machine_profile_url":"https://www.vendar.org/ai/vendors/website-depot","decision_score":0.77,"score_out_of_100":77,"verdict":{"label":"Recommended","summary":"Solid profile quality, but some buyer or AI signals still need work."},"fit_summary":"Direct fit for local seo, los angeles seo show up in buyer-facing use cases.","best_for":["Los Angeles SEO","Local SEO","Lead generation SEO","Los Angeles ecommerce development","WooCommerce development","Ecommerce maintenance and integrations"],"not_for":["Buyers who require public pricing before outreach","Procurement flows that require normalized third-party proof before shortlisting","Public pricing not yet verified","Deep proof and review normalization still pending"],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":950,"minimum_project_size_usd":1000,"typical_contract_value_usd":4500,"pricing_range_min_usd":null,"pricing_range_max_usd":null,"hourly_rate_range":"$100 - $149","setup_fee_usd":null,"contract_min_months":null,"contract_default_months":null,"pricing_known":true},"evidence_summary":{"source_count":3,"proof_highlights":["SEO offering and Los Angeles-area presence confirmed on the company website.","Official case studies archive includes SEO and Local SEO work categories.","Official company information states Website Depot settled in Silver Lake, Los Angeles after founding and later expanded into Atwater Village."],"case_studies_count":1,"named_clients_count":0,"external_review_count":17},"validation_limits":{"declared":false,"limit_types":[],"external_validation_status":"review_rich","buyer_use_guidance":"No listing-level validation caveat is declared; inspect machine_profile_url for claim-level source 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Development"},{"category":"Development","subcategory":"Legacy System Modernization"},{"category":"Development","subcategory":"Mobile App Maintenance and Support"},{"category":"Development","subcategory":"Mobile App Modernization"},{"category":"Development","subcategory":"Mobile Backend and API Integration"},{"category":"Development","subcategory":"Mobile Development"},{"category":"Development","subcategory":"Mobile MVP Development"},{"category":"Development","subcategory":"Portal Development"},{"category":"Development","subcategory":"System Integrations"},{"category":"Development","subcategory":"Web Development"},{"category":"Development","subcategory":"Website Maintenance and Support"},{"category":"Development","subcategory":"Website Redesign and Rebuild"},{"category":"Development","subcategory":"WooCommerce Development"},{"category":"Development","subcategory":"WordPress Development"},{"category":"Development","subcategory":"Workflow Automation Development"}],"industries":["Legal","Healthcare","Local Services"],"service_regions":["Los Angeles","USA","Silver Lake"]},{"rank":2,"slug":"bliss-drive","name":"Bliss Drive","profile_url":"https://www.vendar.org/vendors/bliss-drive","machine_profile_url":"https://www.vendar.org/ai/vendors/bliss-drive","decision_score":0.79,"score_out_of_100":79,"verdict":{"label":"Recommended","summary":"Solid profile quality, but some buyer or AI signals still need work."},"fit_summary":"Direct fit for local seo, industry proof leans into Local Services.","best_for":["Local SEO","Small business SEO","Lead generation SEO","Local and regional businesses that need SEO-first execution with technical, content, and link-building support.","Insurance, healthcare, ecommerce, and service businesses that want case-study-backed organic growth.","Buyers who want a more SEO-specialized profile than a broad full-service digital agency."],"not_for":["Enterprise B2B teams that need SEO deeply integrated with CRM/revenue operations.","Buyers looking for legal-only SEO specialization.","Less ideal for enterprise governance-heavy SEO programs.","Public proof reads more local-growth focused than multi-market or international SEO."],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":2000,"minimum_project_size_usd":null,"typical_contract_value_usd":4000,"pricing_range_min_usd":null,"pricing_range_max_usd":null,"hourly_rate_range":"$100 - $149","setup_fee_usd":null,"contract_min_months":null,"contract_default_months":null,"pricing_known":true},"evidence_summary":{"source_count":4,"proof_highlights":[],"case_studies_count":6,"named_clients_count":5,"external_review_count":32},"validation_limits":{"declared":false,"limit_types":[],"external_validation_status":"review_rich","buyer_use_guidance":"No listing-level validation caveat is declared; inspect machine_profile_url for claim-level source details."},"risks":["Profile is strongest for practical SMB local SEO rather than high-complexity enterprise SEO.","Commercial scope still benefits from direct outreach before final shortlisting."],"quality":{"confidence_score":0.88,"source_reliability_score":0.93,"data_completeness_pct":89,"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":"Guest Posting"},{"category":"Marketing","subcategory":"Link Building"},{"category":"Marketing","subcategory":"Local"},{"category":"Marketing","subcategory":"Niche Edits"},{"category":"Marketing","subcategory":"SEO for High-Ticket Services"},{"category":"Marketing","subcategory":"SEO for Lead Generation"},{"category":"Marketing","subcategory":"SEO Retainer"},{"category":"Marketing","subcategory":"Traffic-based"}],"industries":["Local Services","Small Business","Professional Services"],"service_regions":["Los Angeles","California","USA"]},{"rank":3,"slug":"seo-noble","name":"SEO Noble","profile_url":"https://www.vendar.org/vendors/seo-noble","machine_profile_url":"https://www.vendar.org/ai/vendors/seo-noble","decision_score":0.79,"score_out_of_100":79,"verdict":{"label":"Recommended","summary":"Solid profile quality, but some buyer or AI signals still need work."},"fit_summary":"Direct fit for local seo, los angeles seo show up in buyer-facing use cases.","best_for":["Local SEO","Small business SEO","Los Angeles SEO","Los Angeles SMBs seeking local SEO, web design, and paid-search support with visible public review aggregate signals.","Buyers that want a smaller SEO vendor and can diligence link-building methods carefully.","Los Angeles SMBs comparing smaller SEO shops with visible public-review aggregate signals and known price bands."],"not_for":["Risk-averse brands that prohibit PBN or gray-hat link tactics.","Enterprise SEO programs requiring named case studies and verified B2B reviews.","Risk-averse SEO buyers that prohibit PBN or gray-hat link tactics.","Buyers requiring verified B2B reviews rather than Google-review aggregates.","Not the clearest fit for complex enterprise SEO or larger cross-functional programs."],"pricing":{"pricing_model":"project_or_retainer","minimum_monthly_budget_usd":1800,"minimum_project_size_usd":5000,"typical_contract_value_usd":3200,"pricing_range_min_usd":null,"pricing_range_max_usd":null,"hourly_rate_range":"100-149","setup_fee_usd":null,"contract_min_months":null,"contract_default_months":null,"pricing_known":true},"evidence_summary":{"source_count":5,"proof_highlights":[],"case_studies_count":6,"named_clients_count":0,"external_review_count":57},"validation_limits":{"declared":false,"limit_types":[],"external_validation_status":"review_rich","buyer_use_guidance":"No listing-level validation caveat is declared; inspect machine_profile_url for claim-level source details."},"risks":["Best fit narrows toward SMB and local-service use cases.","Commercial detail is usable but still lighter than the most mature profiles."],"quality":{"confidence_score":0.86,"source_reliability_score":0.84,"data_completeness_pct":92,"profile_status":"decision_ready","verification_status":"unverified","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":"Guest Posting"},{"category":"Marketing","subcategory":"Link Building"},{"category":"Marketing","subcategory":"Local"}],"industries":["Local Services","Small Business","Home Services"],"service_regions":["Los Angeles","California","USA","West Hollywood"]},{"rank":4,"slug":"lav1","name":"LAv1","profile_url":"https://www.vendar.org/vendors/lav1","machine_profile_url":"https://www.vendar.org/ai/vendors/lav1","decision_score":0.74,"score_out_of_100":74,"verdict":{"label":"Recommended","summary":"Solid profile quality, but some buyer or AI signals still need work."},"fit_summary":"Direct fit for local seo, industry proof leans into Local Services.","best_for":["Small business SEO","Local SEO","Organic SEO","Los Angeles buyers comparing mobile app development teams across iOS app development, Android app development, cross-platform app development, mobile MVP development, mobile backend and API integration, app launch, modernization, and support.","Los Angeles shortlist fit for Mobile Development: Cross-platform App Development, Mobile MVP Development, Mobile App Maintenance and Support, Mobile Backend and API Integration, App Store Launch Support."],"not_for":["Buyers who require public pricing before outreach","Procurement flows that require normalized third-party proof before shortlisting","Public pricing not yet verified","Deep proof and review normalization still pending"],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":1800,"minimum_project_size_usd":1000,"typical_contract_value_usd":3200,"pricing_range_min_usd":null,"pricing_range_max_usd":null,"hourly_rate_range":"$100 - $149","setup_fee_usd":null,"contract_min_months":null,"contract_default_months":null,"pricing_known":true},"evidence_summary":{"source_count":3,"proof_highlights":["SEO offering and Los Angeles-area presence confirmed on the company website.","Official about page lists a Los Angeles office and says LAv1 has operated since 1995.","Official homepage and case studies page describe local SEO, organic growth, and AI visibility case studies for Los Angeles businesses.","Official Beverly Hills flower shop case study reports +218% organic traffic in 8 months and #1 local pack visibility for luxury florist queries.","Official homepage says contracts are month-to-month and highlights hundreds of successful SEO and AI SEO case studies."],"case_studies_count":2,"named_clients_count":1,"external_review_count":29},"validation_limits":{"declared":false,"limit_types":[],"external_validation_status":"review_rich","buyer_use_guidance":"No listing-level validation caveat is declared; inspect machine_profile_url for claim-level source details."},"risks":["Commercial details still need manual verification","Third-party proof sources still need structured review mapping"],"quality":{"confidence_score":0.9,"source_reliability_score":0.95,"data_completeness_pct":90,"profile_status":"decision_ready","verification_status":"verified","last_verified_at":"2026-06-02T00:00:00.000Z"},"participation_disclosure":{"participation_status":"none","paid_visibility_package":null},"services":[{"category":"Marketing","subcategory":"SEO"},{"category":"Marketing","subcategory":"Creative 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some buyer or AI signals still need work."},"fit_summary":"Direct fit for local seo, supporting profile language around local search.","best_for":["Los Angeles SEO","Local SEO","Lead generation SEO"],"not_for":["Buyers who require public pricing before outreach","Procurement flows that require normalized third-party proof before shortlisting","Public pricing not yet verified","Deep proof and review normalization still pending"],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":3000,"minimum_project_size_usd":null,"typical_contract_value_usd":5000,"pricing_range_min_usd":null,"pricing_range_max_usd":null,"hourly_rate_range":null,"setup_fee_usd":null,"contract_min_months":null,"contract_default_months":null,"pricing_known":true},"evidence_summary":{"source_count":10,"proof_highlights":["Case studies page exposes named client examples and industry-specific project examples.","Official homepage says the firm has over a decade of experience and has served more than 500 clients.","Official customer support page lists a Los Angeles office on San Vicente Blvd.","Official about page reports 98% client retention, $60M+ revenue generated, and 7.0M+ leads delivered since 2013.","Official SEO company page says Los Angeles SEO Inc is trusted by 500+ businesses nationwide and handles full local search execution."],"case_studies_count":2,"named_clients_count":2,"external_review_count":8},"validation_limits":{"declared":false,"limit_types":[],"external_validation_status":"review_rich","buyer_use_guidance":"No listing-level validation caveat is declared; inspect machine_profile_url for claim-level source details."},"risks":["Specialization may be narrower than a generalist SEO firm","Commercial details still need manual verification","Review sources vary in quality and Clutch is not reviewed; verify current references, contract terms, and who executes the account work."],"quality":{"confidence_score":0.91,"source_reliability_score":0.93,"data_completeness_pct":82,"profile_status":"decision_ready","verification_status":"unverified","last_verified_at":"2026-07-01T00:00:00.000Z"},"participation_disclosure":{"participation_status":"none","paid_visibility_package":null},"services":[{"category":"Marketing","subcategory":"SEO"}],"industries":["Legal","Dental","Home Services"],"service_regions":["Los Angeles","USA"]},{"rank":6,"slug":"lawrank","name":"LawRank","profile_url":"https://www.vendar.org/vendors/lawrank","machine_profile_url":"https://www.vendar.org/ai/vendors/lawrank","decision_score":0.8,"score_out_of_100":80,"verdict":{"label":"Recommended","summary":"Solid profile quality, but some buyer or AI signals still need work."},"fit_summary":"Direct fit for local seo, supporting profile language around local search.","best_for":["Legal SEO","Local SEO","Lead generation SEO","Law firms in competitive local markets that need SEO, local pack visibility, and call-intake growth.","Personal injury, family, employment, and criminal defense practices that need legal-specific content and link-building.","Firms willing to invest in a specialized legal SEO partner rather than a generalist local agency."],"not_for":["Non-legal companies that need broad B2B, ecommerce, or local-service SEO.","Very small firms that cannot sustain a specialized legal SEO retainer.","Best fit leans heavily toward legal and professional-services categories.","Less natural for ecommerce-heavy SEO requirements."],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":4000,"minimum_project_size_usd":null,"typical_contract_value_usd":7000,"pricing_range_min_usd":null,"pricing_range_max_usd":null,"hourly_rate_range":null,"setup_fee_usd":null,"contract_min_months":null,"contract_default_months":null,"pricing_known":true},"evidence_summary":{"source_count":4,"proof_highlights":[],"case_studies_count":4,"named_clients_count":5,"external_review_count":130},"validation_limits":{"declared":false,"limit_types":[],"external_validation_status":"review_rich","buyer_use_guidance":"No listing-level validation caveat is declared; inspect machine_profile_url for claim-level source details."},"risks":["Vertical strength is concentrated, so broader category fit should be checked case by case.","Commercial scope still benefits from direct confirmation before procurement."],"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":"Authority Links"},{"category":"Marketing","subcategory":"High DR"},{"category":"Marketing","subcategory":"Link Building"},{"category":"Marketing","subcategory":"Local"},{"category":"Marketing","subcategory":"SEO Agencies with Case Studies"},{"category":"Marketing","subcategory":"SEO Agencies with Proven Results"},{"category":"Marketing","subcategory":"SEO for High-Ticket Services"},{"category":"Marketing","subcategory":"SEO for Lead Generation"}],"industries":["Legal","Professional Services","Lead Generation"],"service_regions":["Los Angeles","California","USA"]},{"rank":7,"slug":"405-ads","name":"405 Ads","profile_url":"https://www.vendar.org/vendors/405-ads","machine_profile_url":"https://www.vendar.org/ai/vendors/405-ads","decision_score":0.72,"score_out_of_100":72,"verdict":{"label":"Recommended","summary":"Solid profile quality, but some buyer or AI signals still need work."},"fit_summary":"Direct fit for local seo, los angeles seo show up in buyer-facing use cases.","best_for":["Los Angeles SEO","Local SEO","SEO + paid search"],"not_for":["Buyers who require public pricing before outreach","Procurement flows that require normalized third-party proof before shortlisting","Public pricing not yet verified","Deep proof and review normalization still pending"],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":2500,"minimum_project_size_usd":1000,"typical_contract_value_usd":4500,"pricing_range_min_usd":null,"pricing_range_max_usd":null,"hourly_rate_range":"$50 - $99","setup_fee_usd":null,"contract_min_months":null,"contract_default_months":null,"pricing_known":true},"evidence_summary":{"source_count":4,"proof_highlights":["SEO offering and Los Angeles-area presence confirmed on the company website.","Official homepage describes 405 Ads as a Los Angeles SEO and advertising company.","Official locations page lists Los Angeles and several surrounding offices, including Sherman Oaks and Studio City.","Official testimonials page includes client feedback from ecommerce, franchise, legal, and automotive clients, including a testimonial from Good Things Online.","Official homepage says 405 Ads is a Google Premier Partner rated in the top 3% of Google Partners in the United States."],"case_studies_count":4,"named_clients_count":1,"external_review_count":8},"validation_limits":{"declared":false,"limit_types":[],"external_validation_status":"review_rich","buyer_use_guidance":"No listing-level validation caveat is declared; inspect machine_profile_url for claim-level source details."},"risks":["Commercial details still need manual verification","Third-party proof sources still need structured review mapping"],"quality":{"confidence_score":0.88,"source_reliability_score":0.94,"data_completeness_pct":88,"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":"Full-funnel Growth"},{"category":"Marketing","subcategory":"Google Ads"},{"category":"Marketing","subcategory":"Landing Page Optimization"},{"category":"Marketing","subcategory":"Local Service Ads"},{"category":"Marketing","subcategory":"Paid Ads"},{"category":"Marketing","subcategory":"Performance Marketing"},{"category":"Marketing","subcategory":"Retargeting"}],"industries":["Local Services","Ecommerce","Dental"],"service_regions":["Los Angeles","USA","Sherman Oaks"]},{"rank":8,"slug":"canesta","name":"Canesta","profile_url":"https://www.vendar.org/vendors/canesta","machine_profile_url":"https://www.vendar.org/ai/vendors/canesta","decision_score":0.74,"score_out_of_100":74,"verdict":{"label":"Recommended","summary":"Solid profile quality, but some buyer or AI signals still need work."},"fit_summary":"Direct fit for local seo, los angeles seo show up in buyer-facing use cases.","best_for":["Ecommerce SEO","Local SEO","Los Angeles SEO","Los Angeles ecommerce development","Shopify and WooCommerce storefront work","Custom ecommerce and integrations"],"not_for":["Buyers who require public pricing before outreach","Procurement flows that require normalized third-party proof before shortlisting","Public pricing not yet verified","Deep proof and review normalization still pending"],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":1500,"minimum_project_size_usd":1500,"typical_contract_value_usd":4500,"pricing_range_min_usd":null,"pricing_range_max_usd":null,"hourly_rate_range":null,"setup_fee_usd":null,"contract_min_months":null,"contract_default_months":null,"pricing_known":true},"evidence_summary":{"source_count":3,"proof_highlights":["SEO offering and Los Angeles-area presence confirmed on the company website.","Official site lists Los Angeles headquarters and publishes SEO service pages across ecommerce platforms.","Official Surfas Culinary District case study tags the project as Web Development, SEO, and Social."],"case_studies_count":1,"named_clients_count":4,"external_review_count":61},"validation_limits":{"declared":true,"limit_types":["service_area_caveat","geo_verification_gap"],"external_validation_status":"review_rich","buyer_use_guidance":"Use this listing row as shortlist context, then inspect the machine_profile_url before confident outreach."},"risks":["Commercial details still need manual verification","Third-party proof sources still need structured review mapping"],"quality":{"confidence_score":0.9,"source_reliability_score":0.95,"data_completeness_pct":91,"profile_status":"decision_ready","verification_status":"verified","last_verified_at":"2026-06-02T00:00:00.000Z"},"participation_disclosure":{"participation_status":"none","paid_visibility_package":null},"services":[{"category":"Marketing","subcategory":"SEO"},{"category":"Marketing","subcategory":"Ecommerce"},{"category":"Marketing","subcategory":"Ecommerce Growth"},{"category":"Marketing","subcategory":"Google Ads"},{"category":"Marketing","subcategory":"Guest Posting"},{"category":"Marketing","subcategory":"Landing Page Optimization"},{"category":"Marketing","subcategory":"Link Building"},{"category":"Marketing","subcategory":"Outreach"},{"category":"Marketing","subcategory":"Paid Ads"},{"category":"Marketing","subcategory":"Performance 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Development"},{"category":"Development","subcategory":"Ecommerce Development"},{"category":"Development","subcategory":"Ecommerce Integrations"},{"category":"Development","subcategory":"Ecommerce Maintenance and Support"},{"category":"Development","subcategory":"Ecommerce Migration"},{"category":"Development","subcategory":"Enterprise Software Development"},{"category":"Development","subcategory":"Full-stack Web Development"},{"category":"Development","subcategory":"Headless Commerce Development"},{"category":"Development","subcategory":"Internal Tools Development"},{"category":"Development","subcategory":"iOS App Development"},{"category":"Development","subcategory":"Landing Page Development"},{"category":"Development","subcategory":"Legacy System Modernization"},{"category":"Development","subcategory":"Magento Development"},{"category":"Development","subcategory":"Marketplace Commerce Development"},{"category":"Development","subcategory":"Mobile App Maintenance and 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