{"schema_version":"vendar.ai.decision.v1","object_type":"listing_decision_feed","vertical":"marketing","listing":{"service_slug":"community-marketing","service_name":"Community Marketing","geo_slug":"miami","geo_name":"Miami","focus_slug":"telegram-marketing","focus_name":"Telegram Marketing","canonical_url":"https://www.vendar.org/marketing/community-marketing/miami/telegram-marketing","machine_url":"https://www.vendar.org/ai/listings/marketing/community-marketing/miami/telegram-marketing"},"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":"optimum7","name":"Optimum7","profile_url":"https://www.vendar.org/vendors/optimum7","machine_profile_url":"https://www.vendar.org/ai/vendors/optimum7","decision_score":0.92,"score_out_of_100":92,"verdict":{"label":"Excellent Match","summary":"Exceptional buyer-facing and AI-ready coverage with very few visible gaps."},"fit_summary":"Direct fit for telegram marketing and telegram, industry proof leans into B2B.","best_for":["SERM","ORM","Community Marketing","Link Building","Performance Marketing","Ecommerce"],"not_for":["Buyers whose needs sit fully outside SEO or organic growth.","Teams that only need a one-hour consultant call with no retained execution.","Proposal-stage validation still matters for exact delivery model","depth","and reporting rhythm."],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":5000,"minimum_project_size_usd":5000,"typical_contract_value_usd":13000,"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":30,"named_clients_count":9,"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":["Specialization depth varies by vertical and budget band.","Commercial fit should still be confirmed directly before final shortlisting."],"quality":{"confidence_score":0.91,"source_reliability_score":0.93,"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":"Community Marketing"},{"category":"Marketing","subcategory":"$10k+"},{"category":"Marketing","subcategory":"Agencies with Proven Results"},{"category":"Marketing","subcategory":"Attribution / Analytics"},{"category":"Marketing","subcategory":"Authority Links"},{"category":"Marketing","subcategory":"Brand Mentions"},{"category":"Marketing","subcategory":"Brand Protection"},{"category":"Marketing","subcategory":"Conversion Rate Optimization"},{"category":"Marketing","subcategory":"Customer Acquisition"},{"category":"Marketing","subcategory":"Deindexing Services"},{"category":"Marketing","subcategory":"Digital PR"},{"category":"Marketing","subcategory":"Ecommerce"},{"category":"Marketing","subcategory":"Ecommerce Growth"},{"category":"Marketing","subcategory":"Entity Management"},{"category":"Marketing","subcategory":"Executive Reputation"},{"category":"Marketing","subcategory":"Forum Marketing"},{"category":"Marketing","subcategory":"Full-funnel Growth"},{"category":"Marketing","subcategory":"Glassdoor Reputation"},{"category":"Marketing","subcategory":"Google Ads"},{"category":"Marketing","subcategory":"Growth Marketing"},{"category":"Marketing","subcategory":"High DR"},{"category":"Marketing","subcategory":"Lead Generation PPC"},{"category":"Marketing","subcategory":"Lifecycle Retention"},{"category":"Marketing","subcategory":"Link Building"},{"category":"Marketing","subcategory":"Negative Content Removal"},{"category":"Marketing","subcategory":"Negative Search Cleanup"},{"category":"Marketing","subcategory":"Negative Suppression"},{"category":"Marketing","subcategory":"Organic Community Growth"},{"category":"Marketing","subcategory":"ORM"},{"category":"Marketing","subcategory":"ORM for Ecommerce"},{"category":"Marketing","subcategory":"ORM for Founders"},{"category":"Marketing","subcategory":"ORM for SaaS"},{"category":"Marketing","subcategory":"Paid Ads"},{"category":"Marketing","subcategory":"Performance Marketing"},{"category":"Marketing","subcategory":"Performance PPC"},{"category":"Marketing","subcategory":"Reddit Marketing"},{"category":"Marketing","subcategory":"Reputation Suppression"},{"category":"Marketing","subcategory":"Revenue Growth"},{"category":"Marketing","subcategory":"SEO"},{"category":"Marketing","subcategory":"SERM"},{"category":"Marketing","subcategory":"SERP Control"},{"category":"Marketing","subcategory":"Shopping Ads"},{"category":"Marketing","subcategory":"Slack Communities"},{"category":"Marketing","subcategory":"Telegram Marketing"},{"category":"Marketing","subcategory":"Traffic-based"},{"category":"Marketing","subcategory":"Trustpilot Management"},{"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":"Cross-platform App Development"},{"category":"Development","subcategory":"Custom Database Applications"},{"category":"Development","subcategory":"Custom Ecommerce Development"},{"category":"Development","subcategory":"Custom Software Development"},{"category":"Development","subcategory":"Dashboard and Admin Panel Development"},{"category":"Development","subcategory":"DevOps and Cloud"},{"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":"Flutter Development"},{"category":"Development","subcategory":"Headless Commerce Development"},{"category":"Development","subcategory":"Healthcare Cybersecurity"},{"category":"Development","subcategory":"HIPAA Compliance Engineering"},{"category":"Development","subcategory":"iOS App Development"},{"category":"Development","subcategory":"Magento Development"},{"category":"Development","subcategory":"Marketplace Commerce Development"},{"category":"Development","subcategory":"Marketplace Platform 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":"Multi-tenant Platform Development"},{"category":"Development","subcategory":"Portal Development"},{"category":"Development","subcategory":"React Native Development"},{"category":"Development","subcategory":"SaaS Development"},{"category":"Development","subcategory":"Security Hardening"},{"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":"WooCommerce Development"}],"industries":["Ecommerce","Retail","B2B","Education"],"service_regions":["Miami","Miami-Dade","South Florida","Florida","USA"]},{"rank":2,"slug":"on-the-map-marketing","name":"On The Map Marketing","profile_url":"https://www.vendar.org/vendors/on-the-map-marketing","machine_profile_url":"https://www.vendar.org/ai/vendors/on-the-map-marketing","decision_score":0.92,"score_out_of_100":92,"verdict":{"label":"Excellent Match","summary":"Exceptional buyer-facing and AI-ready coverage with very few visible gaps."},"fit_summary":"Direct fit for telegram marketing and telegram, community seeding show up in buyer-facing use cases.","best_for":["SERM","ORM","Community Marketing","Link Building","Performance Marketing","Local SEO"],"not_for":["Buyers whose needs sit fully outside SEO or organic growth.","Teams that only need a one-hour consultant call with no retained execution.","Proposal-stage validation still matters for exact delivery model","depth","and reporting rhythm."],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":3500,"minimum_project_size_usd":3500,"typical_contract_value_usd":9000,"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":6,"proof_highlights":[],"case_studies_count":18,"named_clients_count":7,"external_review_count":70},"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 depth varies by vertical and budget band.","Commercial fit should still be confirmed directly before final shortlisting."],"quality":{"confidence_score":0.88,"source_reliability_score":0.89,"data_completeness_pct":91,"profile_status":"decision_ready","verification_status":"unverified","last_verified_at":"2026-06-02T00:00:00.000Z"},"participation_disclosure":{"participation_status":"none","paid_visibility_package":null},"services":[{"category":"Marketing","subcategory":"Community Marketing"},{"category":"Marketing","subcategory":"Agencies with Proven Results"},{"category":"Marketing","subcategory":"Authority Links"},{"category":"Marketing","subcategory":"Brand Mentions"},{"category":"Marketing","subcategory":"Brand Protection"},{"category":"Marketing","subcategory":"CAC Optimization"},{"category":"Marketing","subcategory":"Community Seeding"},{"category":"Marketing","subcategory":"Content Removal (Legal / DMCA)"},{"category":"Marketing","subcategory":"Crisis Repair"},{"category":"Marketing","subcategory":"Crisis Response"},{"category":"Marketing","subcategory":"Customer Acquisition"},{"category":"Marketing","subcategory":"Deindexing Services"},{"category":"Marketing","subcategory":"Discord Marketing"},{"category":"Marketing","subcategory":"Full-funnel Growth"},{"category":"Marketing","subcategory":"Google Ads"},{"category":"Marketing","subcategory":"Google Reviews Management"},{"category":"Marketing","subcategory":"Growth Marketing"},{"category":"Marketing","subcategory":"Landing Page Optimization"},{"category":"Marketing","subcategory":"Lead Generation PPC"},{"category":"Marketing","subcategory":"Link Building"},{"category":"Marketing","subcategory":"Local"},{"category":"Marketing","subcategory":"Local Reputation"},{"category":"Marketing","subcategory":"Local Service Ads"},{"category":"Marketing","subcategory":"Negative Content Removal"},{"category":"Marketing","subcategory":"Negative Search Cleanup"},{"category":"Marketing","subcategory":"Negative SEO / Attack Handling"},{"category":"Marketing","subcategory":"ORM"},{"category":"Marketing","subcategory":"ORM for Local Business"},{"category":"Marketing","subcategory":"Outreach"},{"category":"Marketing","subcategory":"Paid Ads"},{"category":"Marketing","subcategory":"Performance Marketing"},{"category":"Marketing","subcategory":"Performance PPC"},{"category":"Marketing","subcategory":"Reddit Marketing"},{"category":"Marketing","subcategory":"Reddit Reputation Management"},{"category":"Marketing","subcategory":"Review Management"},{"category":"Marketing","subcategory":"Review Removal Services"},{"category":"Marketing","subcategory":"Review Repair"},{"category":"Marketing","subcategory":"SEO"},{"category":"Marketing","subcategory":"SEO for High-Ticket Services"},{"category":"Marketing","subcategory":"SERM"},{"category":"Marketing","subcategory":"Social Monitoring"},{"category":"Marketing","subcategory":"Telegram Marketing"},{"category":"Marketing","subcategory":"Traffic-based"},{"category":"Marketing","subcategory":"Yelp Reputation"},{"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":"Internal Tools Development"},{"category":"Development","subcategory":"iOS App Development"},{"category":"Development","subcategory":"Landing Page 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":"WordPress Development"},{"category":"Development","subcategory":"Workflow Automation Development"}],"industries":["Legal","Healthcare","Local Services","Professional Services"],"service_regions":["Miami","Miami-Dade","South Florida","Florida","USA"]},{"rank":3,"slug":"optfirst-internet-marketing","name":"OptFirst Internet Marketing","profile_url":"https://www.vendar.org/vendors/optfirst-internet-marketing","machine_profile_url":"https://www.vendar.org/ai/vendors/optfirst-internet-marketing","decision_score":0.87,"score_out_of_100":87,"verdict":{"label":"Strong Fit","summary":"Strong overall audit coverage with only a few areas that still need depth."},"fit_summary":"Direct fit for telegram marketing and telegram, discussion management show up in buyer-facing use cases.","best_for":["SERM","ORM","Community Marketing","Link Building","Performance Marketing","Local SEO"],"not_for":["Buyers whose needs sit fully outside SEO or organic growth.","Teams that only need a one-hour consultant call with no retained execution.","Proposal-stage validation still matters for exact delivery model","depth","and reporting rhythm."],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":2500,"minimum_project_size_usd":2500,"typical_contract_value_usd":6500,"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":4,"named_clients_count":3,"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 depth varies by vertical and budget band.","Commercial fit should still be confirmed directly before final shortlisting."],"quality":{"confidence_score":0.9,"source_reliability_score":0.92,"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":"Community Marketing"},{"category":"Marketing","subcategory":"Brand Mentions"},{"category":"Marketing","subcategory":"CAC Optimization"},{"category":"Marketing","subcategory":"Conversion Rate Optimization"},{"category":"Marketing","subcategory":"Customer Acquisition"},{"category":"Marketing","subcategory":"Discussion Management"},{"category":"Marketing","subcategory":"Google Ads"},{"category":"Marketing","subcategory":"Google Reviews Management"},{"category":"Marketing","subcategory":"Growth Marketing"},{"category":"Marketing","subcategory":"Landing Page Optimization"},{"category":"Marketing","subcategory":"Lead Generation PPC"},{"category":"Marketing","subcategory":"Link Building"},{"category":"Marketing","subcategory":"Local"},{"category":"Marketing","subcategory":"Local Reputation"},{"category":"Marketing","subcategory":"Local Service Ads"},{"category":"Marketing","subcategory":"Meta Ads"},{"category":"Marketing","subcategory":"Negative SEO / Attack Handling"},{"category":"Marketing","subcategory":"ORM"},{"category":"Marketing","subcategory":"ORM for Local Business"},{"category":"Marketing","subcategory":"ORM Under $5k/mo"},{"category":"Marketing","subcategory":"Outreach"},{"category":"Marketing","subcategory":"Paid Ads"},{"category":"Marketing","subcategory":"Paid Social"},{"category":"Marketing","subcategory":"Performance Marketing"},{"category":"Marketing","subcategory":"Performance PPC"},{"category":"Marketing","subcategory":"Reddit Marketing"},{"category":"Marketing","subcategory":"Reddit Reputation Management"},{"category":"Marketing","subcategory":"Reputation in Communities"},{"category":"Marketing","subcategory":"Review Generation"},{"category":"Marketing","subcategory":"Review Management"},{"category":"Marketing","subcategory":"Review Removal Services"},{"category":"Marketing","subcategory":"Review Repair"},{"category":"Marketing","subcategory":"SEO"},{"category":"Marketing","subcategory":"SEO Agencies by Budget"},{"category":"Marketing","subcategory":"SEO for Lead Generation"},{"category":"Marketing","subcategory":"SEO Retainer"},{"category":"Marketing","subcategory":"SERM"},{"category":"Marketing","subcategory":"Social Monitoring"},{"category":"Marketing","subcategory":"Telegram Marketing"},{"category":"Marketing","subcategory":"Traffic-based"},{"category":"Marketing","subcategory":"Yelp Reputation"},{"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":"Internal Tools Development"},{"category":"Development","subcategory":"iOS App Development"},{"category":"Development","subcategory":"Landing Page 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":"WordPress Development"},{"category":"Development","subcategory":"Workflow Automation Development"}],"industries":["Local Services","Small Business","Healthcare","Professional Services"],"service_regions":["Miami","Miami-Dade","South Florida","Florida","USA"]},{"rank":4,"slug":"loona-agency","name":"Loona Agency","profile_url":"https://www.vendar.org/vendors/loona-agency","machine_profile_url":"https://www.vendar.org/ai/vendors/loona-agency","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 community growth, discussion management and community seeding show up in buyer-facing use cases.","best_for":["SERM","ORM","Community Marketing","Link Building","Performance Marketing","Small Business"],"not_for":["Buyers whose needs sit fully outside SEO or organic growth.","Teams that only need a one-hour consultant call with no retained execution.","Proposal-stage validation still matters for exact delivery model","depth","and reporting rhythm."],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":2000,"minimum_project_size_usd":2000,"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":7,"proof_highlights":[],"case_studies_count":10,"named_clients_count":11,"external_review_count":15},"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 depth varies by vertical and budget band.","Commercial fit should still be confirmed directly before final shortlisting."],"quality":{"confidence_score":0.88,"source_reliability_score":0.92,"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":"Community Marketing"},{"category":"Marketing","subcategory":"Brand Mentions"},{"category":"Marketing","subcategory":"CAC Optimization"},{"category":"Marketing","subcategory":"Community Seeding"},{"category":"Marketing","subcategory":"Customer Acquisition"},{"category":"Marketing","subcategory":"Discord Marketing"},{"category":"Marketing","subcategory":"Discussion Management"},{"category":"Marketing","subcategory":"Facebook Groups"},{"category":"Marketing","subcategory":"Full-funnel Growth"},{"category":"Marketing","subcategory":"Google Ads"},{"category":"Marketing","subcategory":"Google Reviews Management"},{"category":"Marketing","subcategory":"Growth Marketing"},{"category":"Marketing","subcategory":"Landing Page Optimization"},{"category":"Marketing","subcategory":"Lead Generation PPC"},{"category":"Marketing","subcategory":"Link Building"},{"category":"Marketing","subcategory":"Local"},{"category":"Marketing","subcategory":"Local Reputation"},{"category":"Marketing","subcategory":"Local Service Ads"},{"category":"Marketing","subcategory":"Meta Ads"},{"category":"Marketing","subcategory":"Organic Community Growth"},{"category":"Marketing","subcategory":"ORM"},{"category":"Marketing","subcategory":"ORM for Ecommerce"},{"category":"Marketing","subcategory":"ORM for Local Business"},{"category":"Marketing","subcategory":"ORM Under $5k/mo"},{"category":"Marketing","subcategory":"Outreach"},{"category":"Marketing","subcategory":"Paid Ads"},{"category":"Marketing","subcategory":"Paid Social"},{"category":"Marketing","subcategory":"Performance Marketing"},{"category":"Marketing","subcategory":"Performance PPC"},{"category":"Marketing","subcategory":"Review Generation"},{"category":"Marketing","subcategory":"Review Management"},{"category":"Marketing","subcategory":"Review Repair"},{"category":"Marketing","subcategory":"SEO"},{"category":"Marketing","subcategory":"SEO Agencies by Budget"},{"category":"Marketing","subcategory":"SEO for Founders"},{"category":"Marketing","subcategory":"SERM"},{"category":"Marketing","subcategory":"Social Monitoring"},{"category":"Marketing","subcategory":"Traffic-based"},{"category":"Marketing","subcategory":"Trustpilot Management"},{"category":"Marketing","subcategory":"Yelp Reputation"},{"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 Development"},{"category":"Development","subcategory":"Cross-platform App Development"},{"category":"Development","subcategory":"Custom Database Applications"},{"category":"Development","subcategory":"Custom Ecommerce Development"},{"category":"Development","subcategory":"Custom Software Development"},{"category":"Development","subcategory":"Dashboard and Admin Panel 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":"Flutter Development"},{"category":"Development","subcategory":"Headless Commerce Development"},{"category":"Development","subcategory":"Landing Page Development"},{"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":"Multi-tenant Platform Development"},{"category":"Development","subcategory":"Portal Development"},{"category":"Development","subcategory":"React Native Development"},{"category":"Development","subcategory":"SaaS 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":"Webflow Development"},{"category":"Development","subcategory":"Website Maintenance and Support"},{"category":"Development","subcategory":"Website Redesign and Rebuild"},{"category":"Development","subcategory":"WooCommerce Development"},{"category":"Development","subcategory":"Workflow Automation Development"}],"industries":["Construction","Home Services","Small Business","Startups"],"service_regions":["Miami","Miami-Dade","South Florida","Florida","USA"]},{"rank":5,"slug":"breakline","name":"Breakline","profile_url":"https://www.vendar.org/vendors/breakline","machine_profile_url":"https://www.vendar.org/ai/vendors/breakline","decision_score":0.87,"score_out_of_100":87,"verdict":{"label":"Strong Fit","summary":"Strong overall audit coverage with only a few areas that still need depth."},"fit_summary":"supporting profile language around telegram marketing and telegram, discussion management show up in buyer-facing use cases.","best_for":["SERM","ORM","Community Marketing","Link Building","Performance Marketing","B2B / SaaS"],"not_for":["Buyers who require a physically Miami-headquartered agency.","Projects needing broad paid media, creative, and CRO beyond SEO/GEO.","Proposal-stage validation still matters for exact delivery model","depth","and reporting rhythm."],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":799,"minimum_project_size_usd":4000,"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":10,"named_clients_count":3,"external_review_count":35},"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 depth varies by vertical and budget band.","Commercial fit should still be confirmed directly before final shortlisting."],"quality":{"confidence_score":0.95,"source_reliability_score":0.96,"data_completeness_pct":96,"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":"Community Marketing"},{"category":"Marketing","subcategory":"AI Search Visibility"},{"category":"Marketing","subcategory":"Answer Engine Optimization"},{"category":"Marketing","subcategory":"Authority Links"},{"category":"Marketing","subcategory":"B2B Demand Gen"},{"category":"Marketing","subcategory":"Brand Mentions"},{"category":"Marketing","subcategory":"Brand Protection"},{"category":"Marketing","subcategory":"Crisis Repair"},{"category":"Marketing","subcategory":"Crisis Response"},{"category":"Marketing","subcategory":"Customer Acquisition"},{"category":"Marketing","subcategory":"Deindexing Services"},{"category":"Marketing","subcategory":"Digital PR"},{"category":"Marketing","subcategory":"Discussion Management"},{"category":"Marketing","subcategory":"Entity Management"},{"category":"Marketing","subcategory":"Executive Reputation"},{"category":"Marketing","subcategory":"Forum Marketing"},{"category":"Marketing","subcategory":"Full-funnel Growth"},{"category":"Marketing","subcategory":"Generative Engine Optimization (GEO)"},{"category":"Marketing","subcategory":"Glassdoor Reputation"},{"category":"Marketing","subcategory":"Google Ads"},{"category":"Marketing","subcategory":"Growth Marketing"},{"category":"Marketing","subcategory":"Guest Posting"},{"category":"Marketing","subcategory":"HARO"},{"category":"Marketing","subcategory":"High DR"},{"category":"Marketing","subcategory":"Landing Page Optimization"},{"category":"Marketing","subcategory":"Lead Generation PPC"},{"category":"Marketing","subcategory":"Link Building"},{"category":"Marketing","subcategory":"LLM Visibility Audit"},{"category":"Marketing","subcategory":"Meta Ads"},{"category":"Marketing","subcategory":"Negative Content Removal"},{"category":"Marketing","subcategory":"Negative Search Cleanup"},{"category":"Marketing","subcategory":"Negative Suppression"},{"category":"Marketing","subcategory":"Organic Community Growth"},{"category":"Marketing","subcategory":"ORM"},{"category":"Marketing","subcategory":"ORM for Founders"},{"category":"Marketing","subcategory":"ORM for SaaS"},{"category":"Marketing","subcategory":"Outreach"},{"category":"Marketing","subcategory":"Paid Ads"},{"category":"Marketing","subcategory":"Paid Social"},{"category":"Marketing","subcategory":"Performance Marketing"},{"category":"Marketing","subcategory":"Performance PPC"},{"category":"Marketing","subcategory":"Reddit Marketing"},{"category":"Marketing","subcategory":"Reddit Reputation Management"},{"category":"Marketing","subcategory":"Reputation for Startups"},{"category":"Marketing","subcategory":"Reputation Suppression"},{"category":"Marketing","subcategory":"Revenue Growth"},{"category":"Marketing","subcategory":"SaaS"},{"category":"Marketing","subcategory":"SEO"},{"category":"Marketing","subcategory":"SEO Agencies by Budget"},{"category":"Marketing","subcategory":"SEO Agencies for Startups"},{"category":"Marketing","subcategory":"SEO Consulting"},{"category":"Marketing","subcategory":"SEO for Founders"},{"category":"Marketing","subcategory":"SEO for Lead Generation"},{"category":"Marketing","subcategory":"SEO for Startups"},{"category":"Marketing","subcategory":"SEO Recovery"},{"category":"Marketing","subcategory":"SEO Retainer"},{"category":"Marketing","subcategory":"SERM"},{"category":"Marketing","subcategory":"SERP Control"},{"category":"Marketing","subcategory":"Social Monitoring"},{"category":"Marketing","subcategory":"Telegram Marketing"},{"category":"Marketing","subcategory":"Traffic Growth SEO"},{"category":"Marketing","subcategory":"Traffic-based"},{"category":"Marketing","subcategory":"Trustpilot Management"},{"category":"Development","subcategory":"API Development"},{"category":"Development","subcategory":"App Store Launch Support"},{"category":"Development","subcategory":"Backend 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":"Flutter Development"},{"category":"Development","subcategory":"Frontend Development"},{"category":"Development","subcategory":"Full-stack Web Development"},{"category":"Development","subcategory":"Headless Website 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":"Mobile MVP Development"},{"category":"Development","subcategory":"Multi-tenant Platform Development"},{"category":"Development","subcategory":"Next.js Development"},{"category":"Development","subcategory":"Portal Development"},{"category":"Development","subcategory":"React Development"},{"category":"Development","subcategory":"React Native Development"},{"category":"Development","subcategory":"SaaS Development"},{"category":"Development","subcategory":"System Integrations"},{"category":"Development","subcategory":"Web Development"},{"category":"Development","subcategory":"Website Redesign and Rebuild"},{"category":"Development","subcategory":"Workflow Automation Development"}],"industries":["B2B","SaaS","Startups","Technology"],"service_regions":["Miami","Miami-Dade","South Florida","Florida","USA"]},{"rank":6,"slug":"decographic","name":"Decographic","profile_url":"https://www.vendar.org/vendors/decographic","machine_profile_url":"https://www.vendar.org/ai/vendors/decographic","decision_score":0.85,"score_out_of_100":85,"verdict":{"label":"Strong Fit","summary":"Strong overall audit coverage with only a few areas that still need depth."},"fit_summary":"Direct fit for community growth, community seeding show up in buyer-facing use cases.","best_for":["SERM","ORM","Community Marketing","Link Building","Performance Marketing","Content-led SEO"],"not_for":["Buyers whose needs sit fully outside SEO or organic growth.","Teams that only need a one-hour consultant call with no retained execution.","Proposal-stage validation still matters for exact delivery model","depth","and reporting rhythm."],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":2500,"minimum_project_size_usd":2500,"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":6,"proof_highlights":[],"case_studies_count":8,"named_clients_count":6,"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":["Specialization depth varies by vertical and budget band.","Commercial fit should still be confirmed directly before final shortlisting."],"quality":{"confidence_score":0.88,"source_reliability_score":0.92,"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":"Community Marketing"},{"category":"Marketing","subcategory":"Brand Mentions"},{"category":"Marketing","subcategory":"Community Seeding"},{"category":"Marketing","subcategory":"Conversion Rate Optimization"},{"category":"Marketing","subcategory":"Customer Acquisition"},{"category":"Marketing","subcategory":"Facebook Groups"},{"category":"Marketing","subcategory":"Full-funnel Growth"},{"category":"Marketing","subcategory":"Google Ads"},{"category":"Marketing","subcategory":"Google Reviews Management"},{"category":"Marketing","subcategory":"Growth Marketing"},{"category":"Marketing","subcategory":"Guest Posting"},{"category":"Marketing","subcategory":"Landing Page Optimization"},{"category":"Marketing","subcategory":"Lead Generation PPC"},{"category":"Marketing","subcategory":"Link Building"},{"category":"Marketing","subcategory":"Local"},{"category":"Marketing","subcategory":"Local Reputation"},{"category":"Marketing","subcategory":"Local Service Ads"},{"category":"Marketing","subcategory":"Organic Community Growth"},{"category":"Marketing","subcategory":"ORM"},{"category":"Marketing","subcategory":"ORM for Ecommerce"},{"category":"Marketing","subcategory":"ORM for Local Business"},{"category":"Marketing","subcategory":"ORM Under $5k/mo"},{"category":"Marketing","subcategory":"Outreach"},{"category":"Marketing","subcategory":"Paid Ads"},{"category":"Marketing","subcategory":"Performance Marketing"},{"category":"Marketing","subcategory":"Performance PPC"},{"category":"Marketing","subcategory":"Reputation for Startups"},{"category":"Marketing","subcategory":"Review Generation"},{"category":"Marketing","subcategory":"Review Management"},{"category":"Marketing","subcategory":"Review Removal Services"},{"category":"Marketing","subcategory":"Review Repair"},{"category":"Marketing","subcategory":"SEO"},{"category":"Marketing","subcategory":"SERM"},{"category":"Marketing","subcategory":"Social Monitoring"},{"category":"Marketing","subcategory":"Traffic-based"},{"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 Development"},{"category":"Development","subcategory":"Cross-platform App Development"},{"category":"Development","subcategory":"Custom Database Applications"},{"category":"Development","subcategory":"Custom Ecommerce Development"},{"category":"Development","subcategory":"Custom Software Development"},{"category":"Development","subcategory":"Dashboard and Admin Panel 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":"Flutter 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":"Marketplace Platform 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":"Multi-tenant Platform Development"},{"category":"Development","subcategory":"Portal Development"},{"category":"Development","subcategory":"React Native Development"},{"category":"Development","subcategory":"SaaS 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":"Webflow 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":["Small Business","Healthcare","Professional Services","Consumer"],"service_regions":["Miami","Miami-Dade","South Florida","Florida","USA"]},{"rank":7,"slug":"pantelope","name":"Pantelope","profile_url":"https://www.vendar.org/vendors/pantelope","machine_profile_url":"https://www.vendar.org/ai/vendors/pantelope","decision_score":0.85,"score_out_of_100":85,"verdict":{"label":"Strong Fit","summary":"Strong overall audit coverage with only a few areas that still need depth."},"fit_summary":"Direct fit for community growth, industry proof leans into Consumer.","best_for":["SERM","ORM","Community Marketing","Link Building","Performance Marketing","Revenue-focused SEO"],"not_for":["Very small businesses seeking low-cost local SEO retainers.","Buyers whose main problem is reputation repair rather than growth marketing.","Proposal-stage validation still matters for exact delivery model","depth","and reporting rhythm."],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":25000,"minimum_project_size_usd":6000,"typical_contract_value_usd":14000,"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":["180% increase in qualified leads and 20% CPL reduction."],"case_studies_count":5,"named_clients_count":1,"external_review_count":5},"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 depth varies by vertical and budget band.","Commercial fit should still be confirmed directly before final shortlisting."],"quality":{"confidence_score":0.91,"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":"Community Marketing"},{"category":"Marketing","subcategory":"$10k+"},{"category":"Marketing","subcategory":"Agencies with Proven Results"},{"category":"Marketing","subcategory":"Attribution / Analytics"},{"category":"Marketing","subcategory":"Authority Links"},{"category":"Marketing","subcategory":"B2B Demand Gen"},{"category":"Marketing","subcategory":"Brand Mentions"},{"category":"Marketing","subcategory":"Brand Protection"},{"category":"Marketing","subcategory":"Conversion Rate Optimization"},{"category":"Marketing","subcategory":"Creative Testing"},{"category":"Marketing","subcategory":"Crisis Repair"},{"category":"Marketing","subcategory":"Crisis Response"},{"category":"Marketing","subcategory":"Customer Acquisition"},{"category":"Marketing","subcategory":"Deindexing Services"},{"category":"Marketing","subcategory":"Digital PR"},{"category":"Marketing","subcategory":"Discussion Management"},{"category":"Marketing","subcategory":"Ecommerce"},{"category":"Marketing","subcategory":"Ecommerce Growth"},{"category":"Marketing","subcategory":"Entity Management"},{"category":"Marketing","subcategory":"Executive Reputation"},{"category":"Marketing","subcategory":"Full-funnel Growth"},{"category":"Marketing","subcategory":"Glassdoor Reputation"},{"category":"Marketing","subcategory":"Google Ads"},{"category":"Marketing","subcategory":"Growth Marketing"},{"category":"Marketing","subcategory":"HARO"},{"category":"Marketing","subcategory":"High DR"},{"category":"Marketing","subcategory":"Landing Page Optimization"},{"category":"Marketing","subcategory":"Lifecycle Retention"},{"category":"Marketing","subcategory":"Link Building"},{"category":"Marketing","subcategory":"Negative Content Removal"},{"category":"Marketing","subcategory":"Negative Search Cleanup"},{"category":"Marketing","subcategory":"Negative Suppression"},{"category":"Marketing","subcategory":"Organic Community Growth"},{"category":"Marketing","subcategory":"ORM"},{"category":"Marketing","subcategory":"ORM for Ecommerce"},{"category":"Marketing","subcategory":"ORM for Founders"},{"category":"Marketing","subcategory":"ORM for SaaS"},{"category":"Marketing","subcategory":"Paid Ads"},{"category":"Marketing","subcategory":"Paid Social"},{"category":"Marketing","subcategory":"Performance Marketing"},{"category":"Marketing","subcategory":"Performance PPC"},{"category":"Marketing","subcategory":"Reputation for Startups"},{"category":"Marketing","subcategory":"Reputation in Communities"},{"category":"Marketing","subcategory":"Reputation Suppression"},{"category":"Marketing","subcategory":"Revenue Growth"},{"category":"Marketing","subcategory":"SaaS"},{"category":"Marketing","subcategory":"SEO"},{"category":"Marketing","subcategory":"SEO for Conversion Growth"},{"category":"Marketing","subcategory":"SERM"},{"category":"Marketing","subcategory":"SERP Control"},{"category":"Marketing","subcategory":"Shopping Ads"},{"category":"Marketing","subcategory":"Social Monitoring"},{"category":"Marketing","subcategory":"Traffic-based"},{"category":"Development","subcategory":"AI Development"},{"category":"Development","subcategory":"AI Workflow Automation"},{"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":"Cloud Architecture"},{"category":"Development","subcategory":"Conversion-focused Web Development"},{"category":"Development","subcategory":"Cross-platform App Development"},{"category":"Development","subcategory":"Custom Database Applications"},{"category":"Development","subcategory":"Custom Ecommerce Development"},{"category":"Development","subcategory":"Custom Software Development"},{"category":"Development","subcategory":"Dashboard and Admin Panel Development"},{"category":"Development","subcategory":"DevOps and Cloud"},{"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":"Flutter Development"},{"category":"Development","subcategory":"Frontend Development"},{"category":"Development","subcategory":"Full-stack Web Development"},{"category":"Development","subcategory":"Headless Commerce Development"},{"category":"Development","subcategory":"Headless Website Development"},{"category":"Development","subcategory":"Healthcare Cybersecurity"},{"category":"Development","subcategory":"HIPAA Compliance Engineering"},{"category":"Development","subcategory":"Hosting and Cloud Migration"},{"category":"Development","subcategory":"Infrastructure as Code"},{"category":"Development","subcategory":"Internal Tools Development"},{"category":"Development","subcategory":"iOS App Development"},{"category":"Development","subcategory":"Kubernetes and Containerization"},{"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":"Marketplace Platform 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":"Multi-tenant Platform Development"},{"category":"Development","subcategory":"MVP and Product Development"},{"category":"Development","subcategory":"Next.js Development"},{"category":"Development","subcategory":"Pilot and Beta Launch Development"},{"category":"Development","subcategory":"Portal Development"},{"category":"Development","subcategory":"Product Iteration and Growth Engineering"},{"category":"Development","subcategory":"React Development"},{"category":"Development","subcategory":"React Native Development"},{"category":"Development","subcategory":"SaaS Development"},{"category":"Development","subcategory":"Security Hardening"},{"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 Redesign and Rebuild"},{"category":"Development","subcategory":"WooCommerce Development"},{"category":"Development","subcategory":"Workflow Automation Development"}],"industries":["Ecommerce","Education","Consumer","Enterprise"],"service_regions":["Miami","Miami-Dade","South Florida","Florida","USA"]},{"rank":8,"slug":"hey-day-marketing","name":"Hey Day Marketing","profile_url":"https://www.vendar.org/vendors/hey-day-marketing","machine_profile_url":"https://www.vendar.org/ai/vendors/hey-day-marketing","decision_score":0.86,"score_out_of_100":86,"verdict":{"label":"Strong Fit","summary":"Strong overall audit coverage with only a few areas that still need depth."},"fit_summary":"supporting profile language around community growth, discussion management show up in buyer-facing use cases.","best_for":["SERM","ORM","Community Marketing","Link Building","Performance Marketing","Content-led SEO"],"not_for":["Buyers whose needs sit fully outside SEO or organic growth.","Teams that only need a one-hour consultant call with no retained execution.","Proposal-stage validation still matters for exact delivery model","depth","and reporting rhythm."],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":3500,"minimum_project_size_usd":3500,"typical_contract_value_usd":8500,"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":6,"proof_highlights":[],"case_studies_count":6,"named_clients_count":8,"external_review_count":3},"validation_limits":{"declared":false,"limit_types":[],"external_validation_status":"review_limited","buyer_use_guidance":"No listing-level validation caveat is declared; inspect machine_profile_url for claim-level source details."},"risks":["Specialization depth varies by vertical and budget band.","Commercial fit should still be confirmed directly before final shortlisting."],"quality":{"confidence_score":0.84,"source_reliability_score":0.86,"data_completeness_pct":89,"profile_status":"decision_ready","verification_status":"unverified","last_verified_at":"2026-06-02T00:00:00.000Z"},"participation_disclosure":{"participation_status":"none","paid_visibility_package":null},"services":[{"category":"Marketing","subcategory":"Community Marketing"},{"category":"Marketing","subcategory":"Brand Mentions"},{"category":"Marketing","subcategory":"Brand Protection"},{"category":"Marketing","subcategory":"Conversion Rate Optimization"},{"category":"Marketing","subcategory":"Creative Testing"},{"category":"Marketing","subcategory":"Customer Acquisition"},{"category":"Marketing","subcategory":"Digital PR"},{"category":"Marketing","subcategory":"Discussion Management"},{"category":"Marketing","subcategory":"Ecommerce"},{"category":"Marketing","subcategory":"Ecommerce Growth"},{"category":"Marketing","subcategory":"Executive Reputation"},{"category":"Marketing","subcategory":"Facebook Groups"},{"category":"Marketing","subcategory":"Full-funnel Growth"},{"category":"Marketing","subcategory":"Glassdoor Reputation"},{"category":"Marketing","subcategory":"Google Ads"},{"category":"Marketing","subcategory":"Google Reviews Management"},{"category":"Marketing","subcategory":"Growth Marketing"},{"category":"Marketing","subcategory":"HARO"},{"category":"Marketing","subcategory":"Lead Generation PPC"},{"category":"Marketing","subcategory":"Lifecycle Retention"},{"category":"Marketing","subcategory":"Link Building"},{"category":"Marketing","subcategory":"Local"},{"category":"Marketing","subcategory":"Local Reputation"},{"category":"Marketing","subcategory":"Organic Community Growth"},{"category":"Marketing","subcategory":"ORM"},{"category":"Marketing","subcategory":"ORM for Ecommerce"},{"category":"Marketing","subcategory":"Paid Ads"},{"category":"Marketing","subcategory":"Paid Social"},{"category":"Marketing","subcategory":"Performance Marketing"},{"category":"Marketing","subcategory":"Performance PPC"},{"category":"Marketing","subcategory":"Reputation in Communities"},{"category":"Marketing","subcategory":"Revenue Growth"},{"category":"Marketing","subcategory":"Review Generation"},{"category":"Marketing","subcategory":"Review Management"},{"category":"Marketing","subcategory":"Review Repair"},{"category":"Marketing","subcategory":"SEO"},{"category":"Marketing","subcategory":"SERM"},{"category":"Marketing","subcategory":"Social Monitoring"},{"category":"Marketing","subcategory":"Traffic-based"},{"category":"Marketing","subcategory":"Trustpilot Management"},{"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":"Cross-platform App Development"},{"category":"Development","subcategory":"Custom Database Applications"},{"category":"Development","subcategory":"Custom Ecommerce Development"},{"category":"Development","subcategory":"Custom Software Development"},{"category":"Development","subcategory":"Dashboard and Admin Panel 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":"Headless Commerce Development"},{"category":"Development","subcategory":"Internal Tools Development"},{"category":"Development","subcategory":"Magento Development"},{"category":"Development","subcategory":"Marketplace Commerce 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":"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":"WooCommerce Development"},{"category":"Development","subcategory":"Workflow Automation Development"}],"industries":["Hospitality","Real Estate","Consumer","Professional Services"],"service_regions":["Miami","Miami-Dade","South Florida","Florida","USA"]},{"rank":9,"slug":"the-miami-seo-company","name":"The Miami SEO Company","profile_url":"https://www.vendar.org/vendors/the-miami-seo-company","machine_profile_url":"https://www.vendar.org/ai/vendors/the-miami-seo-company","decision_score":0.78,"score_out_of_100":78,"verdict":{"label":"Recommended","summary":"Solid profile quality, but some buyer or AI signals still need work."},"fit_summary":"supporting profile language around community growth, discussion management show up in buyer-facing use cases.","best_for":["SERM","ORM","Community Marketing","Link Building","Performance Marketing","Local SEO"],"not_for":["Buyers requiring public verified reviews.","Enterprise paid media programs with multi-market complexity.","Proposal-stage validation still matters for exact delivery model","depth","and reporting rhythm."],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":3000,"minimum_project_size_usd":5000,"typical_contract_value_usd":5000,"pricing_range_min_usd":null,"pricing_range_max_usd":null,"hourly_rate_range":"$100 - $149 / hr","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":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":["Specialization depth varies by vertical and budget band.","Commercial fit should still be confirmed directly before final shortlisting."],"quality":{"confidence_score":0.87,"source_reliability_score":0.9,"data_completeness_pct":93,"profile_status":"decision_ready","verification_status":"unverified","last_verified_at":"2026-06-02T00:00:00.000Z"},"participation_disclosure":{"participation_status":"none","paid_visibility_package":null},"services":[{"category":"Marketing","subcategory":"Community Marketing"},{"category":"Marketing","subcategory":"Authority Links"},{"category":"Marketing","subcategory":"Brand Mentions"},{"category":"Marketing","subcategory":"Customer Acquisition"},{"category":"Marketing","subcategory":"Discussion Management"},{"category":"Marketing","subcategory":"Google Ads"},{"category":"Marketing","subcategory":"Google Reviews Management"},{"category":"Marketing","subcategory":"Growth Marketing"},{"category":"Marketing","subcategory":"Guest Posting"},{"category":"Marketing","subcategory":"Landing Page Optimization"},{"category":"Marketing","subcategory":"Lead Generation PPC"},{"category":"Marketing","subcategory":"Link Building"},{"category":"Marketing","subcategory":"Local"},{"category":"Marketing","subcategory":"Local Reputation"},{"category":"Marketing","subcategory":"Local Service Ads"},{"category":"Marketing","subcategory":"Negative Search Cleanup"},{"category":"Marketing","subcategory":"Niche Edits"},{"category":"Marketing","subcategory":"Organic Community Growth"},{"category":"Marketing","subcategory":"ORM"},{"category":"Marketing","subcategory":"ORM for Local Business"},{"category":"Marketing","subcategory":"ORM Under $5k/mo"},{"category":"Marketing","subcategory":"Outreach"},{"category":"Marketing","subcategory":"Paid Ads"},{"category":"Marketing","subcategory":"Performance Marketing"},{"category":"Marketing","subcategory":"Performance PPC"},{"category":"Marketing","subcategory":"Reputation in Communities"},{"category":"Marketing","subcategory":"Review Generation"},{"category":"Marketing","subcategory":"Review Management"},{"category":"Marketing","subcategory":"Review Removal Services"},{"category":"Marketing","subcategory":"Review Repair"},{"category":"Marketing","subcategory":"SEO"},{"category":"Marketing","subcategory":"SERM"},{"category":"Marketing","subcategory":"SERP Control"},{"category":"Marketing","subcategory":"Social Monitoring"},{"category":"Marketing","subcategory":"Traffic-based"},{"category":"Marketing","subcategory":"Yelp Reputation"},{"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":"Flutter Development"},{"category":"Development","subcategory":"Internal Tools Development"},{"category":"Development","subcategory":"Landing Page 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":"React Native 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":"Workflow Automation Development"}],"industries":["Small Business","Local Services","Professional Services","Consumer"],"service_regions":["Miami","Miami-Dade","South Florida","Florida","USA"]},{"rank":10,"slug":"netrocket","name":"Netrocket","profile_url":"https://www.vendar.org/vendors/netrocket","machine_profile_url":"https://www.vendar.org/ai/vendors/netrocket","decision_score":0.88,"score_out_of_100":88,"verdict":{"label":"Strong Fit","summary":"Strong overall audit coverage with only a few areas that still need depth."},"fit_summary":"supporting profile language around community growth, discussion management show up in buyer-facing use cases.","best_for":["SERM","ORM","Community Marketing","Link Building","Performance Marketing","Local SEO"],"not_for":["PR or reputation-only mandates.","Buyers requiring a US-only delivery team.","Proposal-stage validation still matters for exact delivery model","depth","and reporting rhythm."],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":3000,"minimum_project_size_usd":3000,"typical_contract_value_usd":8000,"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":8,"named_clients_count":4,"external_review_count":43},"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 depth varies by vertical and budget band.","Commercial fit should still be confirmed directly before final shortlisting."],"quality":{"confidence_score":0.95,"source_reliability_score":0.95,"data_completeness_pct":96,"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":"Community Marketing"},{"category":"Marketing","subcategory":"Authority Links"},{"category":"Marketing","subcategory":"Brand Mentions"},{"category":"Marketing","subcategory":"Brand Protection"},{"category":"Marketing","subcategory":"CAC Optimization"},{"category":"Marketing","subcategory":"Conversion Rate Optimization"},{"category":"Marketing","subcategory":"Customer Acquisition"},{"category":"Marketing","subcategory":"Discussion Management"},{"category":"Marketing","subcategory":"Full-funnel Growth"},{"category":"Marketing","subcategory":"Google Ads"},{"category":"Marketing","subcategory":"Google Reviews Management"},{"category":"Marketing","subcategory":"Growth Marketing"},{"category":"Marketing","subcategory":"Guest Posting"},{"category":"Marketing","subcategory":"Landing Page Optimization"},{"category":"Marketing","subcategory":"Lead Generation PPC"},{"category":"Marketing","subcategory":"Link Building"},{"category":"Marketing","subcategory":"Local"},{"category":"Marketing","subcategory":"Local Reputation"},{"category":"Marketing","subcategory":"Local Service Ads"},{"category":"Marketing","subcategory":"Meta Ads"},{"category":"Marketing","subcategory":"Negative Search Cleanup"},{"category":"Marketing","subcategory":"Negative SEO / Attack Handling"},{"category":"Marketing","subcategory":"Negative Suppression"},{"category":"Marketing","subcategory":"Niche Edits"},{"category":"Marketing","subcategory":"Organic Community Growth"},{"category":"Marketing","subcategory":"ORM"},{"category":"Marketing","subcategory":"ORM for Ecommerce"},{"category":"Marketing","subcategory":"ORM for Local Business"},{"category":"Marketing","subcategory":"ORM Under $5k/mo"},{"category":"Marketing","subcategory":"Outreach"},{"category":"Marketing","subcategory":"Paid Ads"},{"category":"Marketing","subcategory":"Paid Social"},{"category":"Marketing","subcategory":"Performance Marketing"},{"category":"Marketing","subcategory":"Performance PPC"},{"category":"Marketing","subcategory":"Reputation in Communities"},{"category":"Marketing","subcategory":"Retargeting"},{"category":"Marketing","subcategory":"Revenue-focused SEO"},{"category":"Marketing","subcategory":"Review Generation"},{"category":"Marketing","subcategory":"Review Management"},{"category":"Marketing","subcategory":"Review Removal Services"},{"category":"Marketing","subcategory":"Review Repair"},{"category":"Marketing","subcategory":"SEO"},{"category":"Marketing","subcategory":"SEO for High-Ticket Services"},{"category":"Marketing","subcategory":"SEO for Lead Generation"},{"category":"Marketing","subcategory":"SEO Recovery"},{"category":"Marketing","subcategory":"SEO Retainer"},{"category":"Marketing","subcategory":"SEO Strategy"},{"category":"Marketing","subcategory":"SERM"},{"category":"Marketing","subcategory":"Social Monitoring"},{"category":"Marketing","subcategory":"Technical SEO"},{"category":"Marketing","subcategory":"Traffic Growth SEO"},{"category":"Marketing","subcategory":"Traffic-based"},{"category":"Marketing","subcategory":"Yelp Reputation"},{"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 Development"},{"category":"Development","subcategory":"Cross-platform App Development"},{"category":"Development","subcategory":"Custom Database Applications"},{"category":"Development","subcategory":"Custom Ecommerce Development"},{"category":"Development","subcategory":"Custom Software Development"},{"category":"Development","subcategory":"Dashboard and Admin Panel 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":"Frontend Development"},{"category":"Development","subcategory":"Full-stack Web Development"},{"category":"Development","subcategory":"Headless Commerce Development"},{"category":"Development","subcategory":"Headless Website 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":"Portal 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 Redesign and Rebuild"},{"category":"Development","subcategory":"WooCommerce Development"},{"category":"Development","subcategory":"Workflow Automation Development"}],"industries":["Home Services","Real Estate","Local Services","Professional Services"],"service_regions":["Miami","Miami-Dade","South Florida","Florida","USA"]},{"rank":11,"slug":"white-shark-media","name":"White Shark Media","profile_url":"https://www.vendar.org/vendors/white-shark-media","machine_profile_url":"https://www.vendar.org/ai/vendors/white-shark-media","decision_score":0.87,"score_out_of_100":87,"verdict":{"label":"Strong Fit","summary":"Strong overall audit coverage with only a few areas that still need depth."},"fit_summary":"Direct fit for community growth, clear Miami market signal is present.","best_for":["SERM","ORM","Community Marketing","Link Building","Performance Marketing","Multilingual"],"not_for":["Buyers whose needs sit fully outside SEO or organic growth.","Teams that only need a one-hour consultant call with no retained execution.","Proposal-stage validation still matters for exact delivery model","depth","and reporting rhythm."],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":3500,"minimum_project_size_usd":3500,"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":6,"proof_highlights":[],"case_studies_count":4,"named_clients_count":6,"external_review_count":47},"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 depth varies by vertical and budget band.","Commercial fit should still be confirmed directly before final shortlisting."],"quality":{"confidence_score":0.9,"source_reliability_score":0.93,"data_completeness_pct":92,"profile_status":"decision_ready","verification_status":"unverified","last_verified_at":"2026-06-02T00:00:00.000Z"},"participation_disclosure":{"participation_status":"none","paid_visibility_package":null},"services":[{"category":"Marketing","subcategory":"Community Marketing"},{"category":"Marketing","subcategory":"$10k+"},{"category":"Marketing","subcategory":"Agencies with Proven Results"},{"category":"Marketing","subcategory":"Attribution / Analytics"},{"category":"Marketing","subcategory":"Authority Links"},{"category":"Marketing","subcategory":"B2B Demand Gen"},{"category":"Marketing","subcategory":"Brand Mentions"},{"category":"Marketing","subcategory":"Brand Protection"},{"category":"Marketing","subcategory":"CAC Optimization"},{"category":"Marketing","subcategory":"Creative Testing"},{"category":"Marketing","subcategory":"Crisis Repair"},{"category":"Marketing","subcategory":"Customer Acquisition"},{"category":"Marketing","subcategory":"Digital PR"},{"category":"Marketing","subcategory":"Ecommerce"},{"category":"Marketing","subcategory":"Ecommerce Growth"},{"category":"Marketing","subcategory":"Executive Reputation"},{"category":"Marketing","subcategory":"Facebook Groups"},{"category":"Marketing","subcategory":"Full-funnel Growth"},{"category":"Marketing","subcategory":"Glassdoor Reputation"},{"category":"Marketing","subcategory":"Google Ads"},{"category":"Marketing","subcategory":"Growth Marketing"},{"category":"Marketing","subcategory":"High DR"},{"category":"Marketing","subcategory":"Lead Generation PPC"},{"category":"Marketing","subcategory":"Lifecycle Retention"},{"category":"Marketing","subcategory":"Link Building"},{"category":"Marketing","subcategory":"Local"},{"category":"Marketing","subcategory":"Local Reputation"},{"category":"Marketing","subcategory":"Meta Ads"},{"category":"Marketing","subcategory":"Negative Search Cleanup"},{"category":"Marketing","subcategory":"Organic Community Growth"},{"category":"Marketing","subcategory":"ORM"},{"category":"Marketing","subcategory":"ORM for Ecommerce"},{"category":"Marketing","subcategory":"ORM for SaaS"},{"category":"Marketing","subcategory":"Paid Ads"},{"category":"Marketing","subcategory":"Paid Social"},{"category":"Marketing","subcategory":"Performance Marketing"},{"category":"Marketing","subcategory":"Performance PPC"},{"category":"Marketing","subcategory":"Reputation Suppression"},{"category":"Marketing","subcategory":"Revenue Growth"},{"category":"Marketing","subcategory":"Review Generation"},{"category":"Marketing","subcategory":"Review Repair"},{"category":"Marketing","subcategory":"SEO"},{"category":"Marketing","subcategory":"SERM"},{"category":"Marketing","subcategory":"SERP Control"},{"category":"Marketing","subcategory":"Shopping Ads"},{"category":"Marketing","subcategory":"Social Monitoring"},{"category":"Marketing","subcategory":"Traffic-based"},{"category":"Marketing","subcategory":"Trustpilot Management"},{"category":"Marketing","subcategory":"YouTube Ads"},{"category":"Development","subcategory":"AI Development"},{"category":"Development","subcategory":"AI Evaluation and Guardrails"},{"category":"Development","subcategory":"AI Governance Consulting"},{"category":"Development","subcategory":"AI Risk and Compliance Readiness"},{"category":"Development","subcategory":"AI Workflow Automation"},{"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":"Cloud Architecture"},{"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 Ecommerce Development"},{"category":"Development","subcategory":"Custom Software Development"},{"category":"Development","subcategory":"Dashboard and Admin Panel Development"},{"category":"Development","subcategory":"DevOps and Cloud"},{"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":"Flutter Development"},{"category":"Development","subcategory":"Frontend Development"},{"category":"Development","subcategory":"Full-stack Web Development"},{"category":"Development","subcategory":"Headless Commerce Development"},{"category":"Development","subcategory":"Headless Website Development"},{"category":"Development","subcategory":"Healthcare Cybersecurity"},{"category":"Development","subcategory":"HIPAA Compliance Engineering"},{"category":"Development","subcategory":"Hosting and Cloud Migration"},{"category":"Development","subcategory":"Infrastructure as Code"},{"category":"Development","subcategory":"Internal Tools Development"},{"category":"Development","subcategory":"iOS App Development"},{"category":"Development","subcategory":"Kubernetes and Containerization"},{"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":"Marketplace Platform 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":"Multi-tenant Platform Development"},{"category":"Development","subcategory":"MVP and Product Development"},{"category":"Development","subcategory":"Next.js Development"},{"category":"Development","subcategory":"Pilot and Beta Launch Development"},{"category":"Development","subcategory":"Portal Development"},{"category":"Development","subcategory":"Product Iteration and Growth Engineering"},{"category":"Development","subcategory":"React Development"},{"category":"Development","subcategory":"React Native Development"},{"category":"Development","subcategory":"SaaS Development"},{"category":"Development","subcategory":"Security Hardening"},{"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":"Webflow Development"},{"category":"Development","subcategory":"Website Maintenance and Support"},{"category":"Development","subcategory":"Website Redesign and Rebuild"},{"category":"Development","subcategory":"WooCommerce Development"},{"category":"Development","subcategory":"Workflow Automation Development"}],"industries":["Ecommerce","Retail","Healthcare","Professional Services"],"service_regions":["Miami","Miami-Dade","South Florida","Florida","USA"]},{"rank":12,"slug":"miami-sem","name":"Miami SEM","profile_url":"https://www.vendar.org/vendors/miami-sem","machine_profile_url":"https://www.vendar.org/ai/vendors/miami-sem","decision_score":0.87,"score_out_of_100":87,"verdict":{"label":"Strong Fit","summary":"Strong overall audit coverage with only a few areas that still need depth."},"fit_summary":"supporting profile language around community growth, community seeding show up in buyer-facing use cases.","best_for":["SERM","ORM","Community Marketing","Link Building","Performance Marketing","Local SEO"],"not_for":["Buyers requiring large-scale verified review volume.","Enterprise brands that need sophisticated SEO governance and compliance-heavy link acquisition.","Proposal-stage validation still matters for exact delivery model","depth","and reporting rhythm."],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":950,"minimum_project_size_usd":950,"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":4,"proof_highlights":[],"case_studies_count":4,"named_clients_count":3,"external_review_count":3},"validation_limits":{"declared":false,"limit_types":[],"external_validation_status":"review_limited","buyer_use_guidance":"No listing-level validation caveat is declared; inspect machine_profile_url for claim-level source details."},"risks":["Specialization depth varies by vertical and budget band.","Commercial fit should still be confirmed directly before final shortlisting."],"quality":{"confidence_score":0.84,"source_reliability_score":0.87,"data_completeness_pct":89,"profile_status":"decision_ready","verification_status":"unverified","last_verified_at":"2026-06-02T00:00:00.000Z"},"participation_disclosure":{"participation_status":"none","paid_visibility_package":null},"services":[{"category":"Marketing","subcategory":"Community Marketing"},{"category":"Marketing","subcategory":"Agencies with Proven Results"},{"category":"Marketing","subcategory":"Attribution / Analytics"},{"category":"Marketing","subcategory":"Authority Links"},{"category":"Marketing","subcategory":"Brand Mentions"},{"category":"Marketing","subcategory":"Brand Protection"},{"category":"Marketing","subcategory":"CAC Optimization"},{"category":"Marketing","subcategory":"Community Seeding"},{"category":"Marketing","subcategory":"Customer Acquisition"},{"category":"Marketing","subcategory":"Ecommerce Growth"},{"category":"Marketing","subcategory":"Forum Marketing"},{"category":"Marketing","subcategory":"Google Ads"},{"category":"Marketing","subcategory":"Google Reviews Management"},{"category":"Marketing","subcategory":"Growth Marketing"},{"category":"Marketing","subcategory":"Guest Posting"},{"category":"Marketing","subcategory":"Lead Generation PPC"},{"category":"Marketing","subcategory":"Link Building"},{"category":"Marketing","subcategory":"Local"},{"category":"Marketing","subcategory":"Local Reputation"},{"category":"Marketing","subcategory":"Local Service Ads"},{"category":"Marketing","subcategory":"Niche Edits"},{"category":"Marketing","subcategory":"Organic Community Growth"},{"category":"Marketing","subcategory":"ORM"},{"category":"Marketing","subcategory":"ORM for Local Business"},{"category":"Marketing","subcategory":"ORM Under $5k/mo"},{"category":"Marketing","subcategory":"Outreach"},{"category":"Marketing","subcategory":"Paid Ads"},{"category":"Marketing","subcategory":"Performance Marketing"},{"category":"Marketing","subcategory":"Performance PPC"},{"category":"Marketing","subcategory":"Reddit Marketing"},{"category":"Marketing","subcategory":"Review Generation"},{"category":"Marketing","subcategory":"Review Management"},{"category":"Marketing","subcategory":"Review Removal Services"},{"category":"Marketing","subcategory":"Review Repair"},{"category":"Marketing","subcategory":"SEO"},{"category":"Marketing","subcategory":"SERM"},{"category":"Marketing","subcategory":"Shopping Ads"},{"category":"Marketing","subcategory":"Slack Communities"},{"category":"Marketing","subcategory":"Traffic-based"},{"category":"Marketing","subcategory":"Yelp Reputation"},{"category":"Development","subcategory":"API Development"},{"category":"Development","subcategory":"App Store Launch Support"},{"category":"Development","subcategory":"Backend 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":"Internal Tools 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":"System Integrations"},{"category":"Development","subcategory":"Workflow Automation Development"}],"industries":["Small Business","Local Services","Consumer","Professional Services"],"service_regions":["Miami","Miami-Dade","South Florida","Florida","USA"]}]}