{"schema_version":"vendar.ai.decision.v1","object_type":"listing_decision_feed","vertical":"development","listing":{"service_slug":"ecommerce-development","service_name":"Ecommerce Development","geo_slug":"chicago","geo_name":"Chicago","focus_slug":"shopify-plus-development","focus_name":"Shopify Plus Development","canonical_url":"https://www.vendar.org/development/ecommerce-development/chicago/shopify-plus-development","machine_url":"https://www.vendar.org/ai/listings/development/ecommerce-development/chicago/shopify-plus-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. 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fees and setup structure, giving unusually clear commercial proof for buyers.","Straight North's Celerant case study reports a 21% increase in organic leads, a 170% increase in paid leads, and a paid conversion-rate jump from 1.95% to 6.16%.","Straight North's Chicago PPC page describes the agency as a top Chicago PPC marketing company built to improve conversion rates and generate sales leads.","A Clutch review insight section notes some initial setup delays and expectation misalignment before projects stabilized, which adds useful downside context."],"case_studies_count":6,"named_clients_count":3,"external_review_count":135},"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 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Services","SaaS"],"service_regions":["Chicago","Illinois","USA","Midwest"]},{"rank":3,"slug":"seo-design-chicago","name":"SEO Design Chicago","profile_url":"https://www.vendar.org/vendors/seo-design-chicago","machine_profile_url":"https://www.vendar.org/ai/vendors/seo-design-chicago","decision_score":0.74,"score_out_of_100":74,"verdict":{"label":"Recommended","summary":"Solid profile quality, but some buyer or AI signals still need work."},"fit_summary":"SEO Design Chicago visibly offers SEO as a real service line.","best_for":["Local SEO","Small Business","SEO Retainer","SEO Agencies by Budget","SEO Agencies with Local Presence","Chicago local link building"],"not_for":["Buyers whose needs sit fully outside organic search.","Teams that need a radically different budget band or operating model.","Brands that require a deep enterprise digital PR and authority-links bench.","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":1800,"minimum_project_size_usd":1500,"typical_contract_value_usd":4200,"pricing_range_min_usd":null,"pricing_range_max_usd":null,"hourly_rate_range":"$50 - $99","setup_fee_usd":null,"contract_min_months":null,"contract_default_months":null,"pricing_known":true},"evidence_summary":{"source_count":5,"proof_highlights":["Official case study hub lists SEO proof areas including local search presence, keyword optimization, technical SEO fixes, content development, link outreach, and multiple industry case study pages.","DesignRush lists SEO Design as a Chicago agency with SEO, web design, ecommerce development, WordPress, PPC, digital marketing, content marketing, social media, and graphic design services.","DesignRush displays Google-sourced public review evidence for SEO Design, including a 4.9 rating from 44 Google reviews at verification time.","Clutch profile lists SEO Design Chicago in Chicago with $1,000+ minimum project size, $100-$149/hr hourly range, 2-9 employees, and founded year 2015.","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: DesignRush / Google:public_reviews_detected, Clutch:profile_detected_no_reviews."],"case_studies_count":1,"named_clients_count":7,"external_review_count":44},"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.","Lean profile means buyers should validate scale and reporting expectations."],"quality":{"confidence_score":0.82,"source_reliability_score":0.92,"data_completeness_pct":84,"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":"Shopify Plus 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Development"},{"category":"Development","subcategory":"Ecommerce Integrations"},{"category":"Development","subcategory":"Ecommerce Maintenance and Support"},{"category":"Development","subcategory":"Ecommerce Migration"},{"category":"Development","subcategory":"Enterprise Software Development"},{"category":"Development","subcategory":"Headless Commerce Development"},{"category":"Development","subcategory":"Internal Tools Development"},{"category":"Development","subcategory":"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 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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.","Integrated positioning can be broader than a narrow pure-play link specialist."],"quality":{"confidence_score":0.93,"source_reliability_score":0.96,"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":"Shopify Plus Development"},{"category":"Development","subcategory":"Android App Development"},{"category":"Development","subcategory":"API Development"},{"category":"Development","subcategory":"App Store Launch 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Education"],"service_regions":["Chicago","Illinois","USA","Midwest"]},{"rank":5,"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":"Shopify Plus 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 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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"]},{"rank":6,"slug":"rise-interactive","name":"Rise Interactive","profile_url":"https://www.vendar.org/vendors/rise-interactive","machine_profile_url":"https://www.vendar.org/ai/vendors/rise-interactive","decision_score":0.93,"score_out_of_100":93,"verdict":{"label":"Excellent Match","summary":"Exceptional buyer-facing and AI-ready coverage with very few visible gaps."},"fit_summary":"Recommended as a cautious enterprise performance option when analytics and cross-channel media depth matter.","best_for":["Full-funnel Growth","Customer Acquisition","Attribution / Analytics","Revenue Growth","Agencies with Proven Results","Enterprise"],"not_for":["Small businesses seeking low-budget local SEO/PPC.","Buyers who require 5+ verified reviews for trust gating.","Exact staffing depth and day-to-day operating model still benefit from direct outreach confirmation.","Commercial fit leans mid-market and growth-stage rather than ultra-lean campaign management.","Commercial fit still benefits from direct qualification on exact scope."],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":15000,"minimum_project_size_usd":15000,"typical_contract_value_usd":35000,"pricing_range_min_usd":null,"pricing_range_max_usd":null,"hourly_rate_range":"$200 - $299","setup_fee_usd":null,"contract_min_months":null,"contract_default_months":null,"pricing_known":true},"evidence_summary":{"source_count":3,"proof_highlights":["Clutch lists Rise Interactive with 3 reviews and a 4.5 rating; this is useful proof but below the Vendar 5-review verified threshold.","Clutch describes Rise as a full-service performance marketing agency powered by Connex for cross-channel media optimization.","Clutch references ULTA Beauty, Navistar, and Stanley Steemer as brands tied to Rise's performance marketing positioning.","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 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.","Chicago 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":4,"named_clients_count":3,"external_review_count":3},"validation_limits":{"declared":false,"limit_types":[],"external_validation_status":"review_limited","buyer_use_guidance":"No listing-level validation caveat is declared; inspect machine_profile_url for claim-level source details."},"risks":["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.","Depth varies by specialization and team shape.","Buyer-vendor fit should still be confirmed in discovery.","Can be broader and more enterprise-oriented than a compact pure-play link vendor."],"quality":{"confidence_score":0.89,"source_reliability_score":0.9,"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":"Shopify Plus 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":"Ecommerce Development"},{"category":"Development","subcategory":"Ecommerce Integrations"},{"category":"Development","subcategory":"Ecommerce Maintenance and Support"},{"category":"Development","subcategory":"Ecommerce Migration"},{"category":"Development","subcategory":"Enterprise Software Development"},{"category":"Development","subcategory":"Flutter Development"},{"category":"Development","subcategory":"Headless Commerce Development"},{"category":"Development","subcategory":"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":"Subscription Commerce Development"},{"category":"Development","subcategory":"Subscription UX Compliance"},{"category":"Development","subcategory":"System Integrations"},{"category":"Development","subcategory":"WooCommerce Development"},{"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":"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":"Digital PR"},{"category":"Marketing","subcategory":"Discord Marketing"},{"category":"Marketing","subcategory":"Discussion Management"},{"category":"Marketing","subcategory":"Ecommerce"},{"category":"Marketing","subcategory":"Ecommerce Growth"},{"category":"Marketing","subcategory":"Facebook Groups"},{"category":"Marketing","subcategory":"Forum Marketing"},{"category":"Marketing","subcategory":"Full-funnel Growth"},{"category":"Marketing","subcategory":"Growth Marketing"},{"category":"Marketing","subcategory":"HARO"},{"category":"Marketing","subcategory":"High DR"},{"category":"Marketing","subcategory":"Lifecycle Retention"},{"category":"Marketing","subcategory":"Link Building"},{"category":"Marketing","subcategory":"Organic Community Growth"},{"category":"Marketing","subcategory":"Outreach"},{"category":"Marketing","subcategory":"Performance Marketing"},{"category":"Marketing","subcategory":"Reddit Marketing"},{"category":"Marketing","subcategory":"Reputation in Communities"},{"category":"Marketing","subcategory":"Revenue Growth"},{"category":"Marketing","subcategory":"SaaS"},{"category":"Marketing","subcategory":"SEO"},{"category":"Marketing","subcategory":"Slack Communities"},{"category":"Marketing","subcategory":"Telegram Marketing"},{"category":"Marketing","subcategory":"Traffic-based"}],"industries":["Retail","Consumer Brands","Healthcare","B2B","Ecommerce","Enterprise","Consumer"],"service_regions":["Chicago","Illinois","USA","Midwest"]},{"rank":7,"slug":"perfect-search-media","name":"Perfect Search Media","profile_url":"https://www.vendar.org/vendors/perfect-search-media","machine_profile_url":"https://www.vendar.org/ai/vendors/perfect-search-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":"Perfect Search Media has clear official-site proof for performance marketing work relevant to Chicago buyers.","best_for":["Ecommerce Growth","Customer Acquisition","Creative Testing","Full-funnel Growth","Agencies with Proven Results","PPC Agency"],"not_for":["Buyers looking for the cheapest possible single-channel PPC setup without broader growth or conversion work.","Teams whose main need is a narrow specialty outside the agency's visible performance-marketing strengths.","Buyers looking for the cheapest possible Google Ads setup with minimal strategy or reporting.","Complex enterprise programs that require broader international media buying or heavier creative-production depth.","Exact staffing depth and day-to-day operating model still benefit from direct outreach confirmation."],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":5000,"minimum_project_size_usd":5000,"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":3,"proof_highlights":["Perfect Search's homepage says the team builds high-converting paid search, display, and social media campaigns from its Chicago office.","The paid search page highlights remarketing, display, YouTube, shopping, and social ads alongside conversion growth and measurable performance.","Perfect Search's paid search page covers Google and Microsoft search ads plus remarketing, display, YouTube, shopping, and social media ads.","The homepage highlights paid search and social work, published conversion lifts, and a Chicago office address.","Clutch lists Perfect Search Media with 16 reviews, a 4.8 rating, and verified review summaries for SEO, PPC, content, social, and display work."],"case_studies_count":4,"named_clients_count":0,"external_review_count":16},"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."],"quality":{"confidence_score":0.92,"source_reliability_score":0.95,"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":"Shopify Plus 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 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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":"SaaS Development"},{"category":"Development","subcategory":"Shopify 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":"$10k+"},{"category":"Marketing","subcategory":"$50k+"},{"category":"Marketing","subcategory":"Agencies with Proven Results"},{"category":"Marketing","subcategory":"Brand Mentions"},{"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":"Ecommerce Growth"},{"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":"Lead Generation PPC"},{"category":"Marketing","subcategory":"Lifecycle Retention"},{"category":"Marketing","subcategory":"LinkedIn Ads"},{"category":"Marketing","subcategory":"Meta Ads"},{"category":"Marketing","subcategory":"Organic Community Growth"},{"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":"Reputation in Communities"},{"category":"Marketing","subcategory":"Retargeting"},{"category":"Marketing","subcategory":"Revenue Growth"},{"category":"Marketing","subcategory":"SEO"},{"category":"Marketing","subcategory":"Shopping Ads"},{"category":"Marketing","subcategory":"Slack Communities"},{"category":"Marketing","subcategory":"Telegram Marketing"},{"category":"Marketing","subcategory":"YouTube Ads"}],"industries":["Retail","Technology","Education","Ecommerce","B2B","Healthcare"],"service_regions":["Chicago","Illinois","USA","Midwest"]},{"rank":8,"slug":"oneims","name":"OneIMS","profile_url":"https://www.vendar.org/vendors/oneims","machine_profile_url":"https://www.vendar.org/ai/vendors/oneims","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":"OneIMS has clear official-site proof for performance marketing work relevant to Chicago buyers.","best_for":["B2B Demand Gen","Growth Marketing","Customer Acquisition","Revenue Growth","Attribution / Analytics","B2B PPC"],"not_for":["Buyers looking for the cheapest possible single-channel PPC setup without broader growth or conversion work.","Teams whose main need is a narrow specialty outside the agency's visible performance-marketing strengths.","Buyers looking for the cheapest possible Google Ads setup with minimal strategy or reporting.","Complex enterprise programs that require broader international media buying or heavier creative-production depth.","Buyers whose needs sit fully outside organic search."],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":5000,"minimum_project_size_usd":5000,"typical_contract_value_usd":14000,"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":["OneIMS' homepage frames the agency around improving sales performance through inbound and digital marketing execution including Google Ads.","OneIMS' areas-served and Chicago location pages confirm the agency is located in downtown Chicago and provides Chicago internet marketing services.","OneIMS' Chicago location page positions the firm as a Chicago internet marketing partner for stronger online results.","OneIMS publishes a Chicago PPC agency page focused on paid media strategy and management for Chicago buyers.","The areas-served page confirms the firm is located in downtown Chicago while serving major city markets."],"case_studies_count":6,"named_clients_count":0,"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":["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":0.9,"source_reliability_score":0.94,"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":"Shopify Plus 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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