{"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":"retainer","focus_name":"SEO Retainer","canonical_url":"https://www.vendar.org/marketing/seo/los-angeles/retainer","machine_url":"https://www.vendar.org/ai/listings/marketing/seo/los-angeles/retainer"},"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":"coalition-technologies","name":"Coalition 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larger-program range at $6K.","best_for":["B2B / SaaS","Technical SEO","Enterprise SEO","B2B SaaS, technology, cybersecurity, and enterprise marketing teams that need SEO tied to pipeline.","Revenue teams that need executive-level reporting, attribution, and content strategy rather than isolated rankings.","Companies comparing SEO agencies where verified review volume and B2B specialization matter."],"not_for":["Local service businesses that need low-cost map-pack SEO.","Buyers who only want link placements and no broader B2B strategy.","Less natural for pure local-service SEO buyers.","Usually a better match for more mature programs than for lean local-only campaigns."],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":6000,"minimum_project_size_usd":null,"typical_contract_value_usd":12000,"pricing_range_min_usd":null,"pricing_range_max_usd":null,"hourly_rate_range":"$150 - 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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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Development"},{"category":"Development","subcategory":"WordPress Development"},{"category":"Development","subcategory":"Workflow Automation Development"}],"industries":["Ecommerce","Lead Generation","Retail"],"service_regions":["Los Angeles","USA"]},{"rank":7,"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":"supporting profile language around seo retainer, organic growth show up in buyer-facing use cases.","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 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evaluated through business outcomes rather than links alone."],"not_for":["Very small businesses looking for a basic citations-only local SEO package.","Buyers who want a pure manual link-building vendor without performance-marketing oversight.","Less of a local-search-only specialist than SMB local SEO boutiques.","May be broader than necessary for very narrow local pack campaigns."],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":4500,"minimum_project_size_usd":null,"typical_contract_value_usd":8500,"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":14,"named_clients_count":9,"external_review_count":32},"validation_limits":{"declared":false,"limit_types":[],"external_validation_status":"review_rich","buyer_use_guidance":"No listing-level validation caveat 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campaign-level search recommendations.","Restaurant, retail, and ecommerce teams that need senior SEO consulting rather than a broad creative agency.","Buyers that want SEO education, audit roadmaps, and implementation guidance for internal teams."],"not_for":["Teams that need a full outsourced marketing department with paid media, creative, and CRO execution bundled.","Buyers that cannot implement technical recommendations internally.","Less natural for SMB local-service SEO than for commerce and technical work.","Usually stronger for specialized search work than for lower-budget local packages."],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":5000,"minimum_project_size_usd":null,"typical_contract_value_usd":9000,"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":[],"case_studies_count":5,"named_clients_count":4,"external_review_count":13},"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":["Technical and ecommerce fit is stronger than local-service fit.","Commercial floor can be less suitable for the leanest SMB campaigns."],"quality":{"confidence_score":0.86,"source_reliability_score":0.92,"data_completeness_pct":88,"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":"Authority Links"},{"category":"Marketing","subcategory":"Digital PR"},{"category":"Marketing","subcategory":"Ecommerce"},{"category":"Marketing","subcategory":"Link Building"},{"category":"Marketing","subcategory":"Traffic-based"},{"category":"Development","subcategory":"Android App Development"},{"category":"Development","subcategory":"App Store Launch Support"},{"category":"Development","subcategory":"CMS Development"},{"category":"Development","subcategory":"Conversion-focused Web Development"},{"category":"Development","subcategory":"Headless Website 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work."},"fit_summary":"Recommended as a cautious shortlist option for LA SMB SEO when the buyer explicitly validates link methods and references.","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":11,"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":"industry proof leans into Ecommerce.","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 Testing"},{"category":"Marketing","subcategory":"Full-funnel 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":"Local"},{"category":"Marketing","subcategory":"Local Service Ads"},{"category":"Marketing","subcategory":"Outreach"},{"category":"Marketing","subcategory":"Paid Ads"},{"category":"Marketing","subcategory":"Paid Social"},{"category":"Marketing","subcategory":"Performance Marketing"},{"category":"Development","subcategory":"App Store Launch Support"},{"category":"Development","subcategory":"CMS Development"},{"category":"Development","subcategory":"Conversion-focused Web Development"},{"category":"Development","subcategory":"Cross-platform App Development"},{"category":"Development","subcategory":"Landing Page Development"},{"category":"Development","subcategory":"Mobile App Maintenance and Support"},{"category":"Development","subcategory":"Mobile Backend and API Integration"},{"category":"Development","subcategory":"Mobile Development"},{"category":"Development","subcategory":"Mobile MVP Development"},{"category":"Development","subcategory":"Web Development"},{"category":"Development","subcategory":"Website Maintenance and Support"},{"category":"Development","subcategory":"Website Redesign and Rebuild"},{"category":"Development","subcategory":"WordPress Development"}],"industries":["Local Services","Small Business","Ecommerce"],"service_regions":["Los Angeles","USA"]},{"rank":12,"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 seo partner, industry proof leans into Professional Services.","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":13,"slug":"the-los-angeles-seo-company","name":"The Los Angeles SEO Company","profile_url":"https://www.vendar.org/vendors/the-los-angeles-seo-company","machine_profile_url":"https://www.vendar.org/ai/vendors/the-los-angeles-seo-company","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 seo retainer, industry proof leans into Professional Services.","best_for":["SEO retainer","Lead generation SEO","Local presence","Los Angeles buyers looking for seo retainer, lead generation seo, local presence.","Local LA buyers who want to consider a high-public-rating SEO provider but will independently verify references and review authenticity."],"not_for":["Very low-budget briefs that need freelancer-style support only.","Buyers requiring verified buyer reviews.","Buyers that need strong case-study proof before outreach.","Service fit depends on budget","channel mix"],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":2800,"minimum_project_size_usd":null,"typical_contract_value_usd":6000,"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":0,"named_clients_count":0,"external_review_count":177},"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":["Exact scope, staffing, and reporting should still be validated during outreach."],"quality":{"confidence_score":0.84,"source_reliability_score":0.92,"data_completeness_pct":84,"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":"Lead Generation SEO"},{"category":"Marketing","subcategory":"SEO Agencies with Local Presence"},{"category":"Marketing","subcategory":"SEO Agencies with Proven Results"}],"industries":["Small Business","Local Services","Professional Services","Healthcare"],"service_regions":["Los Angeles","California","USA"]},{"rank":14,"slug":"search-engine-projects","name":"Search Engine Projects","profile_url":"https://www.vendar.org/vendors/search-engine-projects","machine_profile_url":"https://www.vendar.org/ai/vendors/search-engine-projects","decision_score":0.71,"score_out_of_100":71,"verdict":{"label":"Developing","summary":"Usable profile, but ranking confidence is limited until more gaps are closed."},"fit_summary":"search program show up in buyer-facing use cases, industry proof leans into Healthcare.","best_for":["Lead generation SEO","PPC","Authority-building search programs","Los Angeles buyers looking for lead generation seo, ppc, authority-building search programs."],"not_for":["Very low-budget briefs that need freelancer-style support only.","Service fit depends on budget","channel mix","and delivery model."],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":2600,"minimum_project_size_usd":null,"typical_contract_value_usd":6200,"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":12,"named_clients_count":10,"external_review_count":12},"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":["Exact scope, staffing, and reporting should still be validated during outreach."],"quality":{"confidence_score":0.88,"source_reliability_score":0.94,"data_completeness_pct":90,"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":"Google Ads"},{"category":"Marketing","subcategory":"Lead Generation PPC"},{"category":"Marketing","subcategory":"Lead Generation SEO"},{"category":"Marketing","subcategory":"Link Building"},{"category":"Marketing","subcategory":"Paid Ads"},{"category":"Marketing","subcategory":"SEO Agencies with Local Presence"},{"category":"Marketing","subcategory":"SEO Agencies with Proven Results"},{"category":"Marketing","subcategory":"SEO for Lead Generation"},{"category":"Marketing","subcategory":"Traffic-based"}],"industries":["Small 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