{"schema_version":"vendar.ai.decision.v1","object_type":"listing_decision_feed","vertical":"development","listing":{"service_slug":"web-development","service_name":"Web Development","geo_slug":"chicago","geo_name":"Chicago","focus_slug":"webflow-development","focus_name":"Webflow Development","canonical_url":"https://www.vendar.org/development/web-development/chicago/webflow-development","machine_url":"https://www.vendar.org/ai/listings/development/web-development/chicago/webflow-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":"orbit-media","name":"Orbit Media","profile_url":"https://www.vendar.org/vendors/orbit-media","machine_profile_url":"https://www.vendar.org/ai/vendors/orbit-media","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":"Orbit Media visibly offers SEO as a real service line.","best_for":["Content-led SEO","SEO for Conversion Growth","Traffic Growth SEO","SEO Agencies with Case Studies","SEO Agencies with In-house Team","Content-led link building"],"not_for":["Buyers whose needs sit fully outside organic search.","Teams that need a radically different budget band or operating model.","Buyers that only want aggressive low-cost link volume with minimal content strategy.","Commercial fit still benefits from direct qualification on exact scope.","Some proofs are lighter than a fully custom outbound diligence pass."],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":4500,"minimum_project_size_usd":4500,"typical_contract_value_usd":9800,"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":["Orbit Media's case-study hub includes SEO, CRO, UX, and website optimization outcomes, with examples such as Plum Diamonds, Experity, Exostar, and Press Ganey.","The page cites outcomes including 700% sales growth for Plum Diamonds, 91% demo-request growth for Experity, and 5,140% organic traffic value growth for Exostar.","Glassdoor footprint is positive and provides operating-context validation, though not buyer-review proof.","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.","Chicago 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":20,"named_clients_count":7,"external_review_count":13},"validation_limits":{"declared":false,"limit_types":[],"external_validation_status":"review_rich","buyer_use_guidance":"No listing-level validation caveat is declared; inspect machine_profile_url for claim-level source details."},"risks":["Depth varies by specialization and team shape.","Buyer-vendor fit should still be confirmed in discovery.","Content-led fit is stronger than bare-bones placement buying."],"quality":{"confidence_score":0.93,"source_reliability_score":0.94,"data_completeness_pct":95,"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":"Webflow Development"},{"category":"Development","subcategory":"Android 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Integrations"},{"category":"Development","subcategory":"Ecommerce Maintenance and Support"},{"category":"Development","subcategory":"Ecommerce Migration"},{"category":"Development","subcategory":"Enterprise Software Development"},{"category":"Development","subcategory":"Headless Commerce Development"},{"category":"Development","subcategory":"Internal Tools Development"},{"category":"Development","subcategory":"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":"Community Marketing"},{"category":"Marketing","subcategory":"Community Seeding"},{"category":"Marketing","subcategory":"Digital PR"},{"category":"Marketing","subcategory":"Discord Marketing"},{"category":"Marketing","subcategory":"Discussion Management"},{"category":"Marketing","subcategory":"Facebook Groups"},{"category":"Marketing","subcategory":"Forum Marketing"},{"category":"Marketing","subcategory":"HARO"},{"category":"Marketing","subcategory":"Link Building"},{"category":"Marketing","subcategory":"Local"},{"category":"Marketing","subcategory":"Organic Community Growth"},{"category":"Marketing","subcategory":"Outreach"},{"category":"Marketing","subcategory":"Reddit Marketing"},{"category":"Marketing","subcategory":"Reputation in Communities"},{"category":"Marketing","subcategory":"SEO"},{"category":"Marketing","subcategory":"Slack Communities"},{"category":"Marketing","subcategory":"Telegram Marketing"},{"category":"Marketing","subcategory":"Traffic-based"}],"industries":["Healthcare","B2B","Professional Services","Technology","SaaS"],"service_regions":["Chicago","Illinois","USA","Midwest"]},{"rank":2,"slug":"idea-marketing-group","name":"Idea Marketing Group","profile_url":"https://www.vendar.org/vendors/idea-marketing-group","machine_profile_url":"https://www.vendar.org/ai/vendors/idea-marketing-group","decision_score":0.83,"score_out_of_100":83,"verdict":{"label":"Strong Fit","summary":"Strong overall audit coverage with only a few areas that still need depth."},"fit_summary":"Recommended when a buyer needs a web-first Chicago partner that can connect website quality, landing pages, SEO, Google Ads, and LinkedIn Ads.","best_for":["Growth Marketing","Landing Page Optimization","Customer Acquisition","Creative Testing","CAC Optimization","Google Ads"],"not_for":["Pure paid-media buyers that do not need website or landing-page support.","Procurement teams requiring direct public verified-review counts before outreach.","Exact staffing depth and day-to-day operating model still benefit from direct outreach confirmation.","Enterprise-scale omnichannel programs may still want a larger operating bench.","Best fit improves when the channel mix matches the agency's visible paid media specialty."],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":4500,"minimum_project_size_usd":4500,"typical_contract_value_usd":12000,"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":4,"proof_highlights":["Idea's official site says the agency is in the top 1% of 150,000+ agencies on Clutch, has multiple awards, and has 60+ Google reviews recognizing customer service and work.","The homepage includes case-study sections, including BPI Chicago/Impact for Equity with custom web design, SEO, website award, and social-action goals.","The Google Ads page says Idea is a Certified Google Partner managing millions annually, with keyword research, A/B ad testing, conversion tracking, monthly reports, and dedicated ad specialists.","The LinkedIn Ads page says Idea has certified LinkedIn Ads experts and manages over $1,000,000 in paid ad spending every year.","Despite strong official proof and review claims, no direct 5+ verified buyer-review source was captured in this pass, so the listing should be unverified under Vendar's threshold."],"case_studies_count":6,"named_clients_count":6,"external_review_count":60},"validation_limits":{"declared":false,"limit_types":[],"external_validation_status":"review_rich","buyer_use_guidance":"No listing-level validation caveat is declared; inspect machine_profile_url for claim-level source details."},"risks":["Commercial scope still benefits from direct outreach validation before shortlisting.","Final fit depends on how well the buyer's budget band and channel mix match the agency's strongest public positioning.","Commercial scope and exact staffing model still benefit from direct outreach confirmation.","Final fit depends on how closely the buyer's budget band and channel mix match the agency's strongest public positioning.","Depth varies by specialization and team shape."],"quality":{"confidence_score":0.84,"source_reliability_score":0.9,"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":"Webflow Development"},{"category":"Development","subcategory":"API Development"},{"category":"Development","subcategory":"App Store Launch Support"},{"category":"Development","subcategory":"Backend Development"},{"category":"Development","subcategory":"CMS Development"},{"category":"Development","subcategory":"Conversion-focused Web Development"},{"category":"Development","subcategory":"Cross-platform App Development"},{"category":"Development","subcategory":"Custom Database Applications"},{"category":"Development","subcategory":"Custom Software Development"},{"category":"Development","subcategory":"Dashboard and Admin Panel Development"},{"category":"Development","subcategory":"Enterprise Software Development"},{"category":"Development","subcategory":"Flutter Development"},{"category":"Development","subcategory":"Internal Tools Development"},{"category":"Development","subcategory":"Landing Page Development"},{"category":"Development","subcategory":"Mobile App Maintenance and Support"},{"category":"Development","subcategory":"Mobile App Modernization"},{"category":"Development","subcategory":"Mobile Backend and API Integration"},{"category":"Development","subcategory":"Mobile Development"},{"category":"Development","subcategory":"Mobile MVP Development"},{"category":"Development","subcategory":"React Native Development"},{"category":"Development","subcategory":"System Integrations"},{"category":"Development","subcategory":"Web Development"},{"category":"Development","subcategory":"Website Maintenance and Support"},{"category":"Development","subcategory":"Website Redesign and Rebuild"},{"category":"Development","subcategory":"Workflow Automation Development"},{"category":"Marketing","subcategory":"B2B Demand Gen"},{"category":"Marketing","subcategory":"Brand Mentions"},{"category":"Marketing","subcategory":"CAC Optimization"},{"category":"Marketing","subcategory":"Community Marketing"},{"category":"Marketing","subcategory":"Community Seeding"},{"category":"Marketing","subcategory":"Creative Testing"},{"category":"Marketing","subcategory":"Customer Acquisition"},{"category":"Marketing","subcategory":"Discord Marketing"},{"category":"Marketing","subcategory":"Discussion Management"},{"category":"Marketing","subcategory":"Facebook Groups"},{"category":"Marketing","subcategory":"Forum Marketing"},{"category":"Marketing","subcategory":"Full-funnel Growth"},{"category":"Marketing","subcategory":"Google Ads"},{"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":"LinkedIn Ads"},{"category":"Marketing","subcategory":"Local"},{"category":"Marketing","subcategory":"Local Service Ads"},{"category":"Marketing","subcategory":"Niche Edits"},{"category":"Marketing","subcategory":"Organic Community Growth"},{"category":"Marketing","subcategory":"Outreach"},{"category":"Marketing","subcategory":"Paid Ads"},{"category":"Marketing","subcategory":"Paid Social"},{"category":"Marketing","subcategory":"Performance Marketing"},{"category":"Marketing","subcategory":"Reddit Marketing"},{"category":"Marketing","subcategory":"Reputation in Communities"},{"category":"Marketing","subcategory":"Revenue Growth"},{"category":"Marketing","subcategory":"SEO"},{"category":"Marketing","subcategory":"Slack Communities"},{"category":"Marketing","subcategory":"Telegram Marketing"},{"category":"Marketing","subcategory":"Traffic-based"}],"industries":["Local Business","Consumer Goods","Manufacturing","Healthcare","Professional Services","Hospitality","B2B","Small Business","Consumer"],"service_regions":["Chicago","Illinois","USA","Midwest"]},{"rank":3,"slug":"visualfizz","name":"VisualFizz","profile_url":"https://www.vendar.org/vendors/visualfizz","machine_profile_url":"https://www.vendar.org/ai/vendors/visualfizz","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":"Recommended as a high-confidence Chicago growth marketing and integrated digital agency when buyers want verified reviews and measurable case proof.","best_for":["Growth Marketing","Full-funnel Growth","Creative Testing","Customer Acquisition","Revenue Growth","Paid Social"],"not_for":["Very small local businesses seeking low-cost GBP-only SEO.","Crisis reputation management or content-removal-only work.","Exact staffing depth and day-to-day operating model still benefit from direct outreach confirmation.","Enterprise-scale omnichannel programs may still want a larger operating bench.","Best fit improves when the channel mix matches the agency's visible paid media specialty."],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":5000,"minimum_project_size_usd":6000,"typical_contract_value_usd":16000,"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":5,"proof_highlights":["Clutch lists VisualFizz with 26 total reviews, 25 verified client reviews, a 5.0 overall rating, and business-entity verification for VisualFizz LLC.","VisualFizz services cover PPC, paid search, social, SEO, content, growth marketing, B2B lead generation, creative, web, ecommerce, and integrated marketing strategy.","The Chicago local marketing page includes case examples such as 1,500+ higher-education paid social leads, nonprofit fundraising gains, festival follower growth, and wholesale distributor SEO/email results.","VisualFizz publishes a case-study library spanning branding, SEO, ecommerce, paid search, paid social, nonprofit, B2B, manufacturing, SaaS, hospitality, and other categories.","Chicago 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."],"case_studies_count":8,"named_clients_count":3,"external_review_count":25},"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":["Commercial scope still benefits from direct outreach validation before shortlisting.","Final fit depends on how well the buyer's budget band and channel mix match the agency's strongest public positioning.","Commercial scope and exact staffing model still benefit from direct outreach confirmation.","Final fit depends on how closely the buyer's budget band and channel mix match the agency's strongest public positioning.","Depth varies by specialization and team shape."],"quality":{"confidence_score":0.94,"source_reliability_score":0.96,"data_completeness_pct":95,"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":"Webflow 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":"Conversion-focused Web Development"},{"category":"Development","subcategory":"Cross-platform App Development"},{"category":"Development","subcategory":"Custom Database Applications"},{"category":"Development","subcategory":"Custom Ecommerce Development"},{"category":"Development","subcategory":"Custom Software Development"},{"category":"Development","subcategory":"Dashboard and Admin Panel Development"},{"category":"Development","subcategory":"Ecommerce Development"},{"category":"Development","subcategory":"Ecommerce Integrations"},{"category":"Development","subcategory":"Ecommerce Maintenance and Support"},{"category":"Development","subcategory":"Ecommerce Migration"},{"category":"Development","subcategory":"Enterprise Software Development"},{"category":"Development","subcategory":"Flutter Development"},{"category":"Development","subcategory":"Frontend 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":"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":"B2B Demand Gen"},{"category":"Marketing","subcategory":"Brand Mentions"},{"category":"Marketing","subcategory":"CAC Optimization"},{"category":"Marketing","subcategory":"Community Marketing"},{"category":"Marketing","subcategory":"Community Seeding"},{"category":"Marketing","subcategory":"Creative Testing"},{"category":"Marketing","subcategory":"Crowd Links"},{"category":"Marketing","subcategory":"Customer Acquisition"},{"category":"Marketing","subcategory":"Digital PR"},{"category":"Marketing","subcategory":"Discord Marketing"},{"category":"Marketing","subcategory":"Discussion Management"},{"category":"Marketing","subcategory":"Ecommerce"},{"category":"Marketing","subcategory":"Facebook Groups"},{"category":"Marketing","subcategory":"Forum Marketing"},{"category":"Marketing","subcategory":"Full-funnel Growth"},{"category":"Marketing","subcategory":"Google Ads"},{"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":"LinkedIn Ads"},{"category":"Marketing","subcategory":"Local"},{"category":"Marketing","subcategory":"Meta Ads"},{"category":"Marketing","subcategory":"Organic Community Growth"},{"category":"Marketing","subcategory":"Outreach"},{"category":"Marketing","subcategory":"Paid Ads"},{"category":"Marketing","subcategory":"Paid Social"},{"category":"Marketing","subcategory":"Performance Marketing"},{"category":"Marketing","subcategory":"Reddit Marketing"},{"category":"Marketing","subcategory":"Reputation in Communities"},{"category":"Marketing","subcategory":"Revenue Growth"},{"category":"Marketing","subcategory":"SEO"},{"category":"Marketing","subcategory":"SEO Agencies with Case Studies"},{"category":"Marketing","subcategory":"SEO Agencies with In-house Team"},{"category":"Marketing","subcategory":"SEO Agencies with Proven Results"},{"category":"Marketing","subcategory":"SEO Audit"},{"category":"Marketing","subcategory":"SEO Consulting"},{"category":"Marketing","subcategory":"SEO Retainer"},{"category":"Marketing","subcategory":"Slack Communities"},{"category":"Marketing","subcategory":"Telegram Marketing"},{"category":"Marketing","subcategory":"TikTok Ads"},{"category":"Marketing","subcategory":"Traffic-based"}],"industries":["Ecommerce","B2B","Manufacturing","SaaS","Education","Higher Education","Hospitality","Consumer Brands","Technology","Startups"],"service_regions":["Chicago","Illinois","USA","Midwest"]}]}