{"schema_version":"vendar.ai.decision.v1","object_type":"listing_decision_feed","vertical":"marketing","listing":{"service_slug":"link-building","service_name":"Link Building","geo_slug":"los-angeles","geo_name":"Los Angeles","focus_slug":"authority-links","focus_name":"Authority Links","canonical_url":"https://www.vendar.org/marketing/link-building/los-angeles/authority-links","machine_url":"https://www.vendar.org/ai/listings/marketing/link-building/los-angeles/authority-links"},"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 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":"supporting profile language around authority links, industry proof leans into Ecommerce.","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 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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":"Link 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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 Development"},{"category":"Development","subcategory":"Shopify Development"},{"category":"Development","subcategory":"Shopify Plus Development"},{"category":"Development","subcategory":"Subscription Commerce Development"},{"category":"Development","subcategory":"Subscription UX Compliance"},{"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":["Ecommerce","Retail","B2B","Professional Services"],"service_regions":["Los Angeles","USA","Global"]},{"rank":2,"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":"supporting profile language around authority links, 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":"Link 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Grain","profile_url":"https://www.vendar.org/vendors/single-grain","machine_profile_url":"https://www.vendar.org/ai/vendors/single-grain","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 authority links, industry proof leans into B2B.","best_for":["B2B / SaaS","Content-led SEO","Growth SEO","B2B and SaaS teams that want SEO through content strategy, authority building, and broader acquisition programs.","Companies that need content-led SEO plus paid media, CRO, or AI-assisted customer acquisition.","Buyers comparing agencies where thought leadership and content operations matter as much as technical audits."],"not_for":["Small local businesses that mainly need Google Business Profile and citations work.","Buyers that require a pure technical SEO consultancy with minimal content involvement.","Less of a pure local SEO boutique than the local-service specialists.","Local pack and GBP-first proof are not the main public positioning."],"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":11},"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 growth positioning can be more than a local-only buyer needs.","Fit is strongest when content and demand generation matter alongside SEO."],"quality":{"confidence_score":0.84,"source_reliability_score":0.9,"data_completeness_pct":86,"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":"Link Building"},{"category":"Marketing","subcategory":"Authority Links"},{"category":"Marketing","subcategory":"B2B Demand Gen"},{"category":"Marketing","subcategory":"Brand Mentions"},{"category":"Marketing","subcategory":"Community Marketing"},{"category":"Marketing","subcategory":"Community Seeding"},{"category":"Marketing","subcategory":"Creative Testing"},{"category":"Marketing","subcategory":"Crowd Links"},{"category":"Marketing","subcategory":"Digital PR"},{"category":"Marketing","subcategory":"Discord Marketing"},{"category":"Marketing","subcategory":"Discussion Management"},{"category":"Marketing","subcategory":"Forum 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Angeles","California","USA"]},{"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":"supporting profile language around authority links, 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":"Link Building"},{"category":"Marketing","subcategory":"Authority Links"},{"category":"Marketing","subcategory":"High DR"},{"category":"Marketing","subcategory":"Local"},{"category":"Marketing","subcategory":"SEO"},{"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":5,"slug":"hennessey-digital","name":"Hennessey 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":"supporting profile language around authority links, commercial floor is closer to the larger-program range at $5K.","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":"Link Building"},{"category":"Marketing","subcategory":"Authority Links"},{"category":"Marketing","subcategory":"B2B Demand Gen"},{"category":"Marketing","subcategory":"Google Ads"},{"category":"Marketing","subcategory":"High DR"},{"category":"Marketing","subcategory":"Landing Page Optimization"},{"category":"Marketing","subcategory":"Local"},{"category":"Marketing","subcategory":"Local Service Ads"},{"category":"Marketing","subcategory":"Paid Ads"},{"category":"Marketing","subcategory":"Performance Marketing"},{"category":"Marketing","subcategory":"SEO"},{"category":"Development","subcategory":"CMS Development"},{"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":["Medical","Service Business","Legal"],"service_regions":["Los Angeles","USA","North Hollywood"]},{"rank":6,"slug":"wiideman","name":"Wiideman","profile_url":"https://www.vendar.org/vendors/wiideman","machine_profile_url":"https://www.vendar.org/ai/vendors/wiideman","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 authority links, industry proof leans into Ecommerce.","best_for":["Ecommerce SEO","Technical SEO","Enterprise SEO","Multi-location brands that need technical SEO, local page architecture, and 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":"Link Building"},{"category":"Marketing","subcategory":"Authority Links"},{"category":"Marketing","subcategory":"Digital PR"},{"category":"Marketing","subcategory":"Ecommerce"},{"category":"Marketing","subcategory":"SEO"},{"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 Development"},{"category":"Development","subcategory":"iOS App Development"},{"category":"Development","subcategory":"Landing Page 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":"Web Development"},{"category":"Development","subcategory":"Website Redesign and Rebuild"}],"industries":["Ecommerce","Retail","B2B"],"service_regions":["Los Angeles","California","USA","La Mirada"]},{"rank":7,"slug":"avidon-marketing-group","name":"Avidon Marketing Group","profile_url":"https://www.vendar.org/vendors/avidon-marketing-group","machine_profile_url":"https://www.vendar.org/ai/vendors/avidon-marketing-group","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":"Direct fit for authority links, digital pr show up in buyer-facing use cases.","best_for":["Digital PR","Authority links","Los Angeles link building","Los Angeles link building for brands that want local relevance plus stronger authority-building publisher outreach.","Editorial and outreach-led backlink growth where link quality matters more than bulk volume.","Mid-market SEO programs that need manual prospecting, digital PR, and commercial link support."],"not_for":["Buyers who only want large-volume commodity links with minimal strategic guidance.","Less obviously enterprise-scale than the largest national link-building specialists."],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":3000,"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":7,"proof_highlights":[],"case_studies_count":5,"named_clients_count":5,"external_review_count":23},"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":["Program fit should be confirmed if the brief is heavily SaaS-only or very large-scale enterprise 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":"Link Building"},{"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":"LLM Visibility 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