{"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":"technical-seo","focus_name":"Technical SEO","canonical_url":"https://www.vendar.org/marketing/seo/los-angeles/technical-seo","machine_url":"https://www.vendar.org/ai/listings/marketing/seo/los-angeles/technical-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":"directive","name":"Directive","profile_url":"https://www.vendar.org/vendors/directive","machine_profile_url":"https://www.vendar.org/ai/vendors/directive","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 technical seo, industry proof leans into B2B.","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 - $199","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":5,"named_clients_count":4,"external_review_count":56},"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 floor is higher than the leaner local SEO profiles.","May feel overbuilt for simple local-service or owner-led campaigns."],"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":"Authority Links"},{"category":"Marketing","subcategory":"B2B Demand Gen"},{"category":"Marketing","subcategory":"Digital PR"},{"category":"Marketing","subcategory":"Full-funnel Growth"},{"category":"Marketing","subcategory":"Google Ads"},{"category":"Marketing","subcategory":"High DR"},{"category":"Marketing","subcategory":"Landing Page Optimization"},{"category":"Marketing","subcategory":"Link Building"},{"category":"Marketing","subcategory":"Paid Ads"},{"category":"Marketing","subcategory":"Paid Social"},{"category":"Marketing","subcategory":"Performance 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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 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Digital","profile_url":"https://www.vendar.org/vendors/hennessey-digital","machine_profile_url":"https://www.vendar.org/ai/vendors/hennessey-digital","decision_score":0.73,"score_out_of_100":73,"verdict":{"label":"Recommended","summary":"Solid profile quality, but some buyer or AI signals still need work."},"fit_summary":"Direct fit for technical seo, industry proof leans into Medical.","best_for":["Technical SEO","Legal SEO","SEO consulting"],"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":5000,"minimum_project_size_usd":5000,"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":["SEO offering and Los Angeles-area presence confirmed on the company website.","Official contact page says Hennessey Digital has a team of award-winning SEOs and lists North Hollywood headquarters.","Official SEO consulting page describes paid SEO consulting sessions and implementation support.","Official case studies hub lists named clients including Ben Crump, Top Class Actions, Simmrin Law Group, and Ambient Edge.","Official Ben Crump case study says Hennessey Digital became an integral part of the client's branding and marketing team."],"case_studies_count":2,"named_clients_count":4,"external_review_count":9},"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":["Specialization may be narrower than a generalist SEO firm","Commercial details still need manual verification"],"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":"Authority Links"},{"category":"Marketing","subcategory":"B2B Demand Gen"},{"category":"Marketing","subcategory":"Google 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Hollywood"]},{"rank":4,"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":"industry proof leans into Legal, commercial floor is closer to the larger-program range at $4K.","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 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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 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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 is declared; inspect machine_profile_url for claim-level source details."},"risks":["Broader performance positioning can reduce fit for local-only buyers.","Best-fit scenarios lean toward growth-stage and commercial-intent programs."],"quality":{"confidence_score":0.89,"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":"B2B Demand Gen"},{"category":"Marketing","subcategory":"Ecommerce Growth"},{"category":"Marketing","subcategory":"Full-funnel Growth"},{"category":"Marketing","subcategory":"Google Ads"},{"category":"Marketing","subcategory":"Landing Page Optimization"},{"category":"Marketing","subcategory":"Paid Ads"},{"category":"Marketing","subcategory":"Performance Marketing"},{"category":"Marketing","subcategory":"Retargeting"},{"category":"Marketing","subcategory":"Revenue-focused SEO"},{"category":"Marketing","subcategory":"SEO Agencies for SaaS"},{"category":"Marketing","subcategory":"SEO Agencies with Case Studies"},{"category":"Marketing","subcategory":"SEO Agencies with Proven Results"},{"category":"Marketing","subcategory":"SEO Audit"},{"category":"Marketing","subcategory":"SEO Consulting"},{"category":"Marketing","subcategory":"SEO for Conversion Growth"},{"category":"Marketing","subcategory":"SEO for Marketplaces"},{"category":"Marketing","subcategory":"SEO Migration"},{"category":"Marketing","subcategory":"SEO Recovery"},{"category":"Marketing","subcategory":"SEO Strategy"},{"category":"Marketing","subcategory":"Shopping Ads"},{"category":"Marketing","subcategory":"Technical SEO"},{"category":"Marketing","subcategory":"Traffic Growth SEO"},{"category":"Development","subcategory":"Conversion-focused Web Development"},{"category":"Development","subcategory":"Landing Page Development"},{"category":"Development","subcategory":"Web Development"},{"category":"Development","subcategory":"Website Maintenance and Support"},{"category":"Development","subcategory":"Website Redesign and Rebuild"}],"industries":["B2B","SaaS","Ecommerce","Professional Services"],"service_regions":["Los Angeles","California","USA"]},{"rank":6,"slug":"kobe-digital","name":"Kobe Digital","profile_url":"https://www.vendar.org/vendors/kobe-digital","machine_profile_url":"https://www.vendar.org/ai/vendors/kobe-digital","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 Healthcare.","best_for":["Los Angeles SEO","On-page SEO","Ecommerce 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: iOS App Development, Android App Development, Cross-platform App Development, Mobile MVP Development, Mobile App Modernization.","Los Angeles buyers comparing custom software development teams across backend development, SaaS development, internal tools, dashboard and admin panel development, API development, system integrations, workflow automation, marketplace platform development, and modernization."],"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":3500,"minimum_project_size_usd":1000,"typical_contract_value_usd":6000,"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 shows work for named brands including Leica Camera AG, Penske Media Corporation, and LF Stores.","Official Precisionary Instruments case study highlights search term analysis, content development, and lead generation work."],"case_studies_count":3,"named_clients_count":4,"external_review_count":39},"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":0.89,"source_reliability_score":0.94,"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":"Authority Links"},{"category":"Marketing","subcategory":"Digital PR"},{"category":"Marketing","subcategory":"Ecommerce"},{"category":"Marketing","subcategory":"Ecommerce Growth"},{"category":"Marketing","subcategory":"Full-funnel Growth"},{"category":"Marketing","subcategory":"Google Ads"},{"category":"Marketing","subcategory":"Landing Page Optimization"},{"category":"Marketing","subcategory":"Link Building"},{"category":"Marketing","subcategory":"Outreach"},{"category":"Marketing","subcategory":"Paid Ads"},{"category":"Marketing","subcategory":"Paid Social"},{"category":"Marketing","subcategory":"Performance Marketing"},{"category":"Marketing","subcategory":"Retargeting"},{"category":"Development","subcategory":"Android App Development"},{"category":"Development","subcategory":"API Development"},{"category":"Development","subcategory":"App Store Launch Support"},{"category":"Development","subcategory":"Backend Development"},{"category":"Development","subcategory":"CMS Development"},{"category":"Development","subcategory":"Conversion-focused Web Development"},{"category":"Development","subcategory":"Cross-platform App Development"},{"category":"Development","subcategory":"Custom Database Applications"},{"category":"Development","subcategory":"Custom Software Development"},{"category":"Development","subcategory":"Dashboard and Admin Panel Development"},{"category":"Development","subcategory":"Enterprise Software Development"},{"category":"Development","subcategory":"Headless Website 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Angeles","USA","Hollywood"]},{"rank":7,"slug":"coalition-technologies","name":"Coalition Technologies","profile_url":"https://www.vendar.org/vendors/coalition-technologies","machine_profile_url":"https://www.vendar.org/ai/vendors/coalition-technologies","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 migration, supporting profile language around technical seo.","best_for":["Los Angeles SEO","Ecommerce SEO","Lead generation SEO","Los Angeles ecommerce development","Shopify and WooCommerce implementation","Ecommerce migration and checkout optimization"],"not_for":["Buyers who require fixed public pricing before outreach","Teams looking for a narrow enterprise SEO strategy consultancy without broader execution support","Public package pricing is only partially visible","so scope and monthly investment still need outreach confirmation","Buyers seeking a narrow strategy-only SEO consultancy may prefer a more specialist boutique"],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":1800,"minimum_project_size_usd":1000,"typical_contract_value_usd":10000,"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":5,"proof_highlights":["SEO offering and Los Angeles-area presence confirmed on the company website.","Official Los Angeles SEO page says Coalition drives 25M+ monthly organic visitors, 500+ SEO case studies, 20M+ ecommerce transactions, and 6M+ qualified leads.","Official homepage states Coalition offers month-to-month contracts and maintains 800+ case studies across SEO and related services.","Official Los Angeles SEO page highlights Trumpet & Horn and reports a 56% increase in organic revenue in a year, plus 75% organic traffic growth and 82% organic transaction growth over two years.","Official CoreCBD case study reports 240% more organic sessions, 376% higher organic revenue, and 320% overall revenue growth in nine months."],"case_studies_count":4,"named_clients_count":3,"external_review_count":161},"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":["The broad service mix may feel less specialized than a pure-play SEO consultancy","Pricing still requires manual confirmation beyond published entry points"],"quality":{"confidence_score":0.92,"source_reliability_score":0.95,"data_completeness_pct":92,"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":"Conversion Rate Optimization"},{"category":"Marketing","subcategory":"Digital PR"},{"category":"Marketing","subcategory":"Ecommerce Growth"},{"category":"Marketing","subcategory":"Full-funnel Growth"},{"category":"Marketing","subcategory":"Google Ads"},{"category":"Marketing","subcategory":"Guest Posting"},{"category":"Marketing","subcategory":"High DR"},{"category":"Marketing","subcategory":"Landing Page Optimization"},{"category":"Marketing","subcategory":"Link Building"},{"category":"Marketing","subcategory":"Local Service Ads"},{"category":"Marketing","subcategory":"Niche Edits"},{"category":"Marketing","subcategory":"Outreach"},{"category":"Marketing","subcategory":"Paid Ads"},{"category":"Marketing","subcategory":"Paid Social"},{"category":"Marketing","subcategory":"Performance Marketing"},{"category":"Marketing","subcategory":"PPC"},{"category":"Marketing","subcategory":"Retargeting"},{"category":"Marketing","subcategory":"Revenue-focused SEO"},{"category":"Marketing","subcategory":"SEO Agencies with Case Studies"},{"category":"Marketing","subcategory":"SEO Agencies with In-house Team"},{"category":"Marketing","subcategory":"SEO Agencies with Proven Results"},{"category":"Marketing","subcategory":"SEO Audit"},{"category":"Marketing","subcategory":"SEO for Conversion Growth"},{"category":"Marketing","subcategory":"SEO for DTC Brands"},{"category":"Marketing","subcategory":"SEO for High-Ticket Services"},{"category":"Marketing","subcategory":"SEO for Marketplaces"},{"category":"Marketing","subcategory":"SEO Migration"},{"category":"Marketing","subcategory":"SEO Recovery"},{"category":"Marketing","subcategory":"SEO Retainer"},{"category":"Marketing","subcategory":"Shopping Ads"},{"category":"Marketing","subcategory":"Technical SEO"},{"category":"Marketing","subcategory":"Traffic Growth SEO"},{"category":"Design","subcategory":"UI Design"},{"category":"Development","subcategory":"Android App Development"},{"category":"Development","subcategory":"API Development"},{"category":"Development","subcategory":"App Store Launch Support"},{"category":"Development","subcategory":"Backend Development"},{"category":"Development","subcategory":"Checkout Optimization Development"},{"category":"Development","subcategory":"Click-to-cancel Compliance Development"},{"category":"Development","subcategory":"CMS Development"},{"category":"Development","subcategory":"Conversion-focused Web 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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 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":"Next.js Development"},{"category":"Development","subcategory":"Portal Development"},{"category":"Development","subcategory":"React 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