{"schema_version":"vendar.ai.decision.v1","object_type":"listing_decision_feed","vertical":"development","listing":{"service_slug":"web-development","service_name":"Web Development","geo_slug":"miami","geo_name":"Miami","focus_slug":"wordpress-development","focus_name":"WordPress Development","canonical_url":"https://www.vendar.org/development/web-development/miami/wordpress-development","machine_url":"https://www.vendar.org/ai/listings/development/web-development/miami/wordpress-development"},"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":"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":"WordPress Development"},{"category":"Development","subcategory":"Android App Development"},{"category":"Development","subcategory":"API Development"},{"category":"Development","subcategory":"App Store Launch Support"},{"category":"Development","subcategory":"Backend Development"},{"category":"Development","subcategory":"Checkout Optimization Development"},{"category":"Development","subcategory":"Click-to-cancel Compliance Development"},{"category":"Development","subcategory":"CMS Development"},{"category":"Development","subcategory":"Conversion-focused Web 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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":"WordPress Development"},{"category":"Development","subcategory":"Android App 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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":3,"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":"On The Map Marketing has clear Miami or South Florida relevance for SEO buyers.","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":["Official case-study library includes legal, dental, home services, PPC, PR, and SEO examples with named outcomes such as ROI, media placements, and retained cases.","Law-firm SEO page highlights legal specialization and links to lawyer marketing case studies, including Wagner Reese and other firm examples.","Recent employee-review context is mixed and includes operational complaints, so buyers should validate delivery continuity and account ownership.","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: Glassdoor:employee_reviews_only, Savvy Law Firm Marketing:third_party_editorial_review.","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."],"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":"Development","subcategory":"WordPress Development"},{"category":"Development","subcategory":"Android App 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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":"Workflow Automation Development"},{"category":"Marketing","subcategory":"Agencies with Proven Results"},{"category":"Marketing","subcategory":"Authority Links"},{"category":"Marketing","subcategory":"Brand 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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 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still need depth."},"fit_summary":"OptFirst Internet Marketing has clear Miami or South Florida relevance for SEO buyers.","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":["Official site positions OptFirst as a Google Certified Partner focused on SEO, PPC, web development, paid social, tracking, and lead generation from North Miami.","Clutch shows 16 verified reviews with a 4.9 overall rating and recurring client mentions around customer service, analytics, reporting, and lead generation.","SEO service article describes revenue-tied SEO, analytics, call tracking, reporting, and a one-client-per-industry-per-market positioning.","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":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":"Development","subcategory":"WordPress Development"},{"category":"Development","subcategory":"Android App 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$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 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