{"schema_version":"vendar.ai.decision.v1","object_type":"listing_decision_feed","vertical":"development","listing":{"service_slug":"ecommerce-development","service_name":"Ecommerce Development","geo_slug":"miami","geo_name":"Miami","focus_slug":"ecommerce-integrations","focus_name":"Ecommerce Integrations","canonical_url":"https://www.vendar.org/development/ecommerce-development/miami/ecommerce-integrations","machine_url":"https://www.vendar.org/ai/listings/development/ecommerce-development/miami/ecommerce-integrations"},"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":"Optimum7 has clear Miami or South Florida relevance for SEO buyers.","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":["Marketing case-study library includes ecommerce SEO, migration, technical SEO, content, BigCommerce, Shopify, and custom functionality examples with named clients.","Clutch profile shows 29 reviews and broad service coverage across ecommerce development, web development, SEO, PPC, CRO, UX, and digital strategy.","Agency page reinforces Optimum7's ecommerce and BigCommerce implementation positioning, useful for buyers needing both marketing and development execution.","Miami Mobile Development fit: Vendar's development source-of-truth classifies this vendor for Mobile Development, iOS App Development, Android App Development, React Native Development, Flutter Development, Cross-platform App Development, Mobile MVP Development, Mobile Backend and API Integration, App Store Launch Support. Route-level specializations include Ios App Development, Android App Development, React Native Development, Flutter Development, Cross Platform App Development, Mobile Mvp Development. This is an internal route-fit signal, not a replacement for external case-study proof.","Miami Custom Software Development fit: Vendar's development source-of-truth classifies this vendor for Custom Software Development, Backend Development, SaaS Development, Internal Tools Development, Dashboard and Admin Panel Development, API Development, System Integrations, Workflow Automation Development, Marketplace Platform Development. Route-level specializations include Backend Development, Saas Development, Dashboard Admin Panel Development, Portal Development, Api Development, System Integrations. This is an internal route-fit signal, not a replacement for external case-study proof."],"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":"Development","subcategory":"Ecommerce Integrations"},{"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 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"},{"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":"Community Marketing"},{"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"}],"industries":["Ecommerce","Retail","B2B","Education"],"service_regions":["Miami","Miami-Dade","South Florida","Florida","USA"]},{"rank":2,"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":"White Shark Media has clear Miami or South Florida relevance for SEO buyers.","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":["PPC agency page describes 14+ years of experience, 35,000+ accounts managed, 400M+ in media spend, and Norwall Power Systems PPC case context.","White-label PPC case study reports a 3200% conversion increase, lower CPA, more clicks, and campaign segmentation improvements for a multi-location weight-loss client.","Trustpilot shows 44 reviews and a 4.8 TrustScore for White Shark Media, adding broader customer-review evidence than Clutch alone.","Clutch lists three verified reviews and a 4.8 rating with SEO, PPC, customer-service, and budget-management themes.","Verification normalized on 2026-04-27. The profile is not marked verified unless trusted review sources provide at least five verified buyer reviews. Current source statuses: Trustpilot:third_party_reviews_detected, Clutch:verified_buyer_reviews_detected."],"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":"Development","subcategory":"Ecommerce Integrations"},{"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 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"},{"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":"Community Marketing"},{"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"}],"industries":["Ecommerce","Retail","Healthcare","Professional Services"],"service_regions":["Miami","Miami-Dade","South Florida","Florida","USA"]},{"rank":3,"slug":"seo-miami","name":"SEO Miami","profile_url":"https://www.vendar.org/vendors/seo-miami","machine_profile_url":"https://www.vendar.org/ai/vendors/seo-miami","decision_score":0.84,"score_out_of_100":84,"verdict":{"label":"Strong Fit","summary":"Strong overall audit coverage with only a few areas that still need depth."},"fit_summary":"Recommended as a practical Miami SEO/PPC and WordPress support candidate when direct reference checks are acceptable.","best_for":["SERM","ORM","Community Marketing","Link Building","Performance Marketing","Local SEO"],"not_for":["Enterprise SEO programs needing extensive public case studies and independent review proof.","Buyers that only need technical SEO without WordPress/WooCommerce or PPC support.","Buyers requiring verified public reviews.","Complex enterprise SEO/PPC programs.","Proposal-stage validation still matters for exact delivery model"],"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":8,"proof_highlights":["Official materials position SEOMiami around SEO, PPC, WordPress support, WooCommerce support, link building, Google Ads management, website maintenance, security, reporting, and consultation.","The about/contact pages name leadership and delivery roles, including co-founders, client success, development/support, creative, SEO, and business development roles; the page also claims 20 straight years of profitability.","The SEO page covers local SEO, link building, on-page/off-page SEO, content writing, technical consistency, transparent reporting, and Google Business Profile context.","No independent verified buyer-review source was found, so SEOMiami should be treated as an unverified local SEO/PPC candidate despite stronger official operating detail.","Official copy covers SEO, PPC, Google Ads management, WordPress support, WooCommerce support, keyword research, transparent reports, backups, updates, and site support."],"case_studies_count":3,"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":0.84,"source_reliability_score":0.86,"data_completeness_pct":90,"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":"Development","subcategory":"Ecommerce Integrations"},{"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 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":"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 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"},{"category":"Marketing","subcategory":"Authority Links"},{"category":"Marketing","subcategory":"Brand Mentions"},{"category":"Marketing","subcategory":"Brand Protection"},{"category":"Marketing","subcategory":"CAC Optimization"},{"category":"Marketing","subcategory":"Community Marketing"},{"category":"Marketing","subcategory":"Customer Acquisition"},{"category":"Marketing","subcategory":"Discussion Management"},{"category":"Marketing","subcategory":"Ecommerce"},{"category":"Marketing","subcategory":"Ecommerce 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":"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 Local Business"},{"category":"Marketing","subcategory":"ORM Under $5k/mo"},{"category":"Marketing","subcategory":"Paid Ads"},{"category":"Marketing","subcategory":"Performance Marketing"},{"category":"Marketing","subcategory":"Performance PPC"},{"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":"SERM"},{"category":"Marketing","subcategory":"Yelp Reputation"}],"industries":["Small Business","Local Services","Ecommerce","Professional Services"],"service_regions":["Miami","Miami-Dade","South Florida","Florida","USA"]},{"rank":4,"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":"Decographic has clear Miami or South Florida relevance for SEO buyers.","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":["Clutch lists 12 verified reviews and a 4.9 rating, including SEO, digital marketing, branding, video production, and web work for business-services and real-estate clients.","Southeast Computer Solutions case study reports lead-conversion growth, organic search traffic gains, and improved social engagement after inbound marketing and SEO work.","The Manifest profile adds entity validation for Decographic as a Doral, Florida marketing agency with public service and cost-positioning context.","Miami Mobile Development fit: Vendar's development source-of-truth classifies this vendor for Mobile Development, iOS App Development, Android App Development, React Native Development, Flutter Development, Cross-platform App Development, Mobile MVP Development, Mobile Backend and API Integration, App Store Launch Support. Route-level specializations include Ios App Development, Android App Development, React Native Development, Flutter Development, Cross Platform App Development, Mobile Mvp Development. This is an internal route-fit signal, not a replacement for external case-study proof.","Miami Custom Software Development fit: Vendar's development source-of-truth classifies this vendor for Custom Software Development, Backend Development, SaaS Development, Internal Tools Development, Dashboard and Admin Panel Development, API Development, System Integrations, Workflow Automation Development, Marketplace Platform Development. Route-level specializations include Backend Development, Saas Development, Internal Tools Development, Dashboard Admin Panel Development, Portal Development, Api Development. This is an internal route-fit signal, not a replacement for external case-study proof."],"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":"Development","subcategory":"Ecommerce Integrations"},{"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 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"},{"category":"Marketing","subcategory":"Brand Mentions"},{"category":"Marketing","subcategory":"Community Marketing"},{"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"}],"industries":["Small Business","Healthcare","Professional Services","Consumer"],"service_regions":["Miami","Miami-Dade","South Florida","Florida","USA"]},{"rank":5,"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":"Recommended for performance marketing buyers with enough budget to benefit from paid media, analytics, and creative testing.","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":["Clutch lists Pantelope with 5 reviews, a 4.4 overall rating, and verified-review summaries across social media marketing, PPC, digital strategy, and SEO.","Pantelope's Lear Capital case study reports a 180% increase in qualified leads from Meta Ads and a 20% CPL reduction.","Pantelope's ecommerce case study describes a warehouse-flood recovery plan across Google, Meta, Bing, Klaviyo, and real-time inventory-driven budget allocation.","Miami Mobile Development fit: Vendar's development source-of-truth classifies this vendor for Mobile Development, iOS App Development, Android App Development, React Native Development, Flutter Development, Cross-platform App Development, Mobile MVP Development, Mobile Backend and API Integration, App Store Launch Support. Route-level specializations include Ios App Development, Android App Development, React Native Development, Flutter Development, Cross Platform App Development, Mobile Mvp Development. This is an internal route-fit signal, not a replacement for external case-study proof.","Miami Custom Software Development fit: Vendar's development source-of-truth classifies this vendor for Custom Software Development, Backend Development, SaaS Development, Internal Tools Development, Dashboard and Admin Panel Development, API Development, System Integrations, Workflow Automation Development, Marketplace Platform Development. Route-level specializations include Backend Development, Saas Development, Internal Tools Development, Dashboard Admin Panel Development, Portal Development, Api Development. This is an internal route-fit signal, not a replacement for external case-study proof."],"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":"Development","subcategory":"Ecommerce Integrations"},{"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 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"},{"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":"Community Marketing"},{"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"}],"industries":["Ecommerce","Education","Consumer","Enterprise"],"service_regions":["Miami","Miami-Dade","South Florida","Florida","USA"]},{"rank":6,"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":"Hey Day Marketing has clear Miami or South Florida relevance for SEO buyers.","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":["Dental America case study describes seven coordinated digital-marketing solutions across PPC, lookalike audiences, retargeting, email, influencer marketing, call tracking, and reputation management.","World Jai-Alai League case study reports 85% year-over-year attendance growth, 25 million social impressions, and strong match-capacity outcomes from paid media, influencer, PR, and local activation.","FeaturedCustomers lists three Heyday Marketing case studies, adding limited third-party directory corroboration to the official case library.","Hey Day Marketing has Clutch award and case-study-directory context, but no qualifying 5+ verified buyer-review source.","Miami Mobile Development fit: Vendar's development source-of-truth classifies this vendor for Mobile Development, iOS App Development, Android App Development, React Native Development, Flutter Development, Cross-platform App Development, Mobile MVP Development, Mobile Backend and API Integration, App Store Launch Support. Route-level specializations include Cross Platform App Development, Mobile Mvp Development, Mobile App Maintenance Support, Mobile Backend Api Integration, App Store Launch Support. This is an internal route-fit signal, not a replacement for external case-study proof."],"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":"Development","subcategory":"Ecommerce Integrations"},{"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 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"},{"category":"Marketing","subcategory":"Brand Mentions"},{"category":"Marketing","subcategory":"Brand Protection"},{"category":"Marketing","subcategory":"Community Marketing"},{"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"}],"industries":["Hospitality","Real Estate","Consumer","Professional Services"],"service_regions":["Miami","Miami-Dade","South Florida","Florida","USA"]},{"rank":7,"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":"Loona Agency has clear Miami or South Florida relevance for SEO buyers.","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":["Loona publishes SEO, paid ads, local ads, and website design case studies for Avva Experience, KHODOROVSKY, Intobi, Zind Academy, Tinkogroup, SANDBAGGY, Ringblaze, Plum Proexteriors, LOOPO, and Da Vinci Unified.","Avva Experience case study reports SEO leads, organic traffic, impressions, CTR, and keyword-position improvements from audit, SEO optimization, link building, and content marketing.","Clutch lists 10 reviews with a 5.0 rating and highlights SEO, content writing, web design, and performance improvements.","Trustpilot shows a small five-review footprint, useful as supporting evidence but not enough alone for broad confidence.","Miami Mobile Development fit: Vendar's development source-of-truth classifies this vendor for Mobile Development, iOS App Development, Android App Development, React Native Development, Flutter Development, Cross-platform App Development, Mobile MVP Development, Mobile Backend and API Integration, App Store Launch Support. Route-level specializations include React Native Development, Flutter Development, Cross Platform App Development, Mobile Mvp Development, Mobile App Modernization, Mobile App Maintenance Support. This is an internal route-fit signal, not a replacement for external case-study proof."],"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":"Development","subcategory":"Ecommerce Integrations"},{"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 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"},{"category":"Marketing","subcategory":"Brand Mentions"},{"category":"Marketing","subcategory":"CAC Optimization"},{"category":"Marketing","subcategory":"Community Marketing"},{"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"}],"industries":["Construction","Home Services","Small Business","Startups"],"service_regions":["Miami","Miami-Dade","South Florida","Florida","USA"]},{"rank":8,"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":"Recommended as a high-confidence Miami SEO/PPC candidate with strong verified review depth.","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":["Clutch lists Netrocket with 72 total reviews, 43 verified client reviews, a 5.0 rating, and locations in Miami, Kyiv, and Berlin.","Clutch and official materials position Netrocket around SEO audits, SEO strategy, PPC, local SEO, social media marketing, and detailed SEO reporting.","The City of Miami Buy Miami profile gives additional local-market context for Netrocket's Miami presence.","Miami Mobile Development fit: Vendar's development source-of-truth classifies this vendor for Mobile Development, iOS App Development, Android App Development, React Native Development, Flutter Development, Cross-platform App Development, Mobile MVP Development, Mobile Backend and API Integration, App Store Launch Support. Route-level specializations include Ios App Development, Android App Development, Cross Platform App Development, Mobile Mvp Development, Mobile App Modernization, Mobile App Maintenance Support. This is an internal route-fit signal, not a replacement for external case-study proof.","Miami Custom Software Development fit: Vendar's development source-of-truth classifies this vendor for Custom Software Development, Backend Development, SaaS Development, Internal Tools Development, Dashboard and Admin Panel Development, API Development, System Integrations, Workflow Automation Development, Marketplace Platform Development. Route-level specializations include Backend Development, Internal Tools Development, Dashboard Admin Panel Development, Portal Development, Api Development, System Integrations. This is an internal route-fit signal, not a replacement for external case-study proof."],"case_studies_count":8,"named_clients_count":4,"external_review_count":43},"validation_limits":{"declared":true,"limit_types":["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 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":"Development","subcategory":"Ecommerce Integrations"},{"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 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"},{"category":"Marketing","subcategory":"Authority Links"},{"category":"Marketing","subcategory":"Brand Mentions"},{"category":"Marketing","subcategory":"Brand Protection"},{"category":"Marketing","subcategory":"CAC Optimization"},{"category":"Marketing","subcategory":"Community Marketing"},{"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"}],"industries":["Home Services","Real Estate","Local Services","Professional Services"],"service_regions":["Miami","Miami-Dade","South Florida","Florida","USA"]}]}