{"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":"wordpress-development","focus_name":"WordPress Development","canonical_url":"https://www.vendar.org/development/web-development/chicago/wordpress-development","machine_url":"https://www.vendar.org/ai/listings/development/web-development/chicago/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":"straight-north","name":"Straight North","profile_url":"https://www.vendar.org/vendors/straight-north","machine_profile_url":"https://www.vendar.org/ai/vendors/straight-north","decision_score":0.97,"score_out_of_100":97,"verdict":{"label":"Excellent Match","summary":"Exceptional buyer-facing and AI-ready coverage with very few visible gaps."},"fit_summary":"Straight North has clear official-site proof for performance marketing work relevant to Chicago buyers.","best_for":["B2B Demand Gen","Customer Acquisition","CAC Optimization","Revenue 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.","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":15000,"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":7,"proof_highlights":["Straight North has public Chicago SEO service evidence.","The pricing page discloses PPC management 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 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 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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":"WordPress 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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":"WordPress 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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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profile describes a 100+ person team supporting 130+ home service companies with SEO, PPC, web design, and content.","Verified reviews reference significant organic traffic increases, higher ROI, lead generation, web builds, PPC, and SEO recoveries.","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.","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, 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":61},"validation_limits":{"declared":true,"limit_types":["service_area_caveat","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":0.95,"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":"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":"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 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