{"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":"by-budget","focus_name":"SEO Agencies by Budget","canonical_url":"https://www.vendar.org/marketing/seo/los-angeles/by-budget","machine_url":"https://www.vendar.org/ai/listings/marketing/seo/los-angeles/by-budget"},"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":"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 small business and lead generation, local seo 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 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":2,"slug":"seo-noble","name":"SEO 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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":3,"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 small business, local seo show up in buyer-facing use cases.","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 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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 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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 details."},"risks":["Specialization may be narrower than a generalist SEO firm","Commercial details still need manual verification"],"quality":{"confidence_score":0.9,"source_reliability_score":0.94,"data_completeness_pct":94,"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 Growth"},{"category":"Marketing","subcategory":"Google Ads"},{"category":"Marketing","subcategory":"Guest 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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 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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 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Angeles SMBs that need one local vendor for SEO, Google Ads, website changes, and lead-generation support.","Buyers who are willing to request references because public third-party proof is light.","Los Angeles SMBs that want one local vendor for SEO, Google Ads, landing-page support, and practical lead-generation reporting."],"not_for":["Buyers requiring public verified reviews.","Enterprise or multi-country paid media programs.","Enterprise multi-market SEO or paid-media programs.","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":2500,"typical_contract_value_usd":4000,"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":5,"proof_highlights":[],"case_studies_count":2,"named_clients_count":0,"external_review_count":0},"validation_limits":{"declared":true,"limit_types":["limited_external_validation"],"external_validation_status":"caveated","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","Independent proof remains thin; require current client examples, reporting samples, and clear SEO deliverables before recommending strongly."],"quality":{"confidence_score":0.86,"source_reliability_score":0.88,"data_completeness_pct":92,"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":["Local Business","Lead Generation","Professional Services"],"service_regions":["Los Angeles","USA"]},{"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":"supporting profile language around lead generation, local seo show up in buyer-facing use cases.","best_for":["Ecommerce SEO","Local SEO","Los Angeles SEO","Los Angeles 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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 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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 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":"Shopify Development"},{"category":"Development","subcategory":"Shopify Plus Development"},{"category":"Development","subcategory":"Subscription Commerce Development"},{"category":"Development","subcategory":"Subscription UX 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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 lead generation, supporting profile language around small business.","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 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