{"schema_version":"vendar.ai.decision.v1","object_type":"listing_decision_feed","vertical":"development","listing":{"service_slug":"ecommerce-development","service_name":"Ecommerce Development","geo_slug":"new-york","geo_name":"New York","focus_slug":"custom-ecommerce-development","focus_name":"Custom Ecommerce Development","canonical_url":"https://www.vendar.org/development/ecommerce-development/new-york/custom-ecommerce-development","machine_url":"https://www.vendar.org/ai/listings/development/ecommerce-development/new-york/custom-ecommerce-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":"avex","name":"Avex","profile_url":"https://www.vendar.org/vendors/avex","machine_profile_url":"https://www.vendar.org/ai/vendors/avex","decision_score":0.7,"score_out_of_100":70,"verdict":{"label":"Developing","summary":"Usable profile, but ranking confidence is limited until more gaps are closed."},"fit_summary":"Official site lists New York location details and SEO among its discovery and optimization services.","best_for":["Ecommerce","DTC","Revenue-focused SEO","SEO for Conversion Growth","Ecommerce SEO for Shopify and DTC brands in New York","Organic growth where conversion rate and merchandising need to support SEO"],"not_for":["Small local service businesses focused mainly on map-pack rankings.","Teams whose main need is B2B SaaS technical SEO rather than ecommerce growth.","Less natural for local lead-gen or neighborhood service SEO.","Not a pure technical SEO consultancy for multi-market enterprise programs."],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":6000,"minimum_project_size_usd":6000,"typical_contract_value_usd":15000,"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":5,"proof_highlights":["Official site positions Avex as a Shopify and unified-commerce agency, listing client work for AriZona Beverages, KHAITE, TYR, quip, Bonafide Health, Homage, FILA, O'Neill, Wolf & Shepherd, and The J. Peterman Co.","Clutch lists 12 verified reviews for Avex Designs, including e-commerce, Shopify, web design, and development work for retail and consumer brands.","FeaturedCustomers lists 11 Avex Designs case studies/customer stories and a 4.7 reference rating, providing additional proof beyond first-party pages.","Glassdoor shows an employee-review footprint with generally positive average rating but some recent operating complaints; useful as delivery risk context only.","New York 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":11,"named_clients_count":13,"external_review_count":49},"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":["Ecommerce-first positioning narrows the strongest-fit scenarios.","Broader commerce focus can feel less specialist for buyers outside retail or DTC."],"quality":{"confidence_score":0.9,"source_reliability_score":0.93,"data_completeness_pct":91,"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":"Custom Ecommerce Development"},{"category":"Development","subcategory":"0-to-1 Product 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site performance and UX improvements"],"not_for":["Very small businesses that need only local SEO and Google Business Profile support.","Teams seeking a pure-play SaaS content and authority-building SEO partner.","Not as specialist as agencies built entirely around long-term organic search retainers.","May be a weaker fit for pure local SEO buyers."],"pricing":{"pricing_model":"project","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":null,"setup_fee_usd":null,"contract_min_months":null,"contract_default_months":null,"pricing_known":true},"evidence_summary":{"source_count":7,"proof_highlights":["Official about page lists enterprise and recognizable client logos including Northwell Health, Samsung Strategy and Innovation Center, Citi, Optimum by Altice, Warner Music Group, Popular, Assurant, and Activision.","Foodbytes case study reports SEO/SEM work with increases in views per visit, website visit duration, and conversion rate.","Clutch lists 36 reviews with a 4.6 overall rating and notes strengths in design quality, communication, and custom web work while flagging some project-delay and handoff concerns.","New York 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.","New York 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":12,"named_clients_count":15,"external_review_count":63},"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":["Web-design heritage can make the SEO narrative feel less specialist than search-led agencies.","Best fit is strongest when SEO is tied to site changes or ecommerce growth."],"quality":{"confidence_score":0.9,"source_reliability_score":0.93,"data_completeness_pct":91,"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":"Custom Ecommerce 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technical issues cleaned up alongside SEO execution"],"not_for":["Buyers seeking only a deeply specialist technical SEO consultancy.","Neighborhood service businesses that want low-cost local SEO only.","Less pure-play than specialist SEO agencies focused only on organic search.","Could feel broader than necessary for narrow local SEO needs."],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":6000,"minimum_project_size_usd":6000,"typical_contract_value_usd":15000,"pricing_range_min_usd":null,"pricing_range_max_usd":null,"hourly_rate_range":null,"setup_fee_usd":null,"contract_min_months":null,"contract_default_months":null,"pricing_known":true},"evidence_summary":{"source_count":7,"proof_highlights":["Digital Silk publishes a very large case-study library across brand strategy, web design, e-commerce, SEO, paid media, email, affiliate marketing, portals, and B2B lead generation.","Official site highlights HP, Xerox, doForms, Buddha Brands, National Golf Foundation, PromptCare, and other case examples with quantified business outcomes.","Clutch lists 49 reviews and a 4.9 overall rating, but also includes severe negative feedback around QA, timeline, handoff, and project management on at least one engagement.","A 2026 PRNewswire release reports a legal-services website relaunch case study with active-user gains after Digital Silk's structural, content, and navigation updates.","New York 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":70,"named_clients_count":11,"external_review_count":55},"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":["Broader agency scope may dilute pure-play SEO perception.","Best fit is strongest when SEO sits inside a wider digital growth program."],"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":"Custom Ecommerce Development"},{"category":"Development","subcategory":"Android App 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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":"Flutter Development"},{"category":"Development","subcategory":"Fractional CTO Support"},{"category":"Development","subcategory":"Headless Commerce Development"},{"category":"Development","subcategory":"Healthcare Cybersecurity"},{"category":"Development","subcategory":"HIPAA Compliance Engineering"},{"category":"Development","subcategory":"Hosting and Cloud Migration"},{"category":"Development","subcategory":"Infrastructure as Code"},{"category":"Development","subcategory":"Internal Tools Development"},{"category":"Development","subcategory":"iOS App Development"},{"category":"Development","subcategory":"Kubernetes and Containerization"},{"category":"Development","subcategory":"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":"Monitoring and Observability"},{"category":"Development","subcategory":"Multi-tenant Platform Development"},{"category":"Development","subcategory":"MVP and Product Development"},{"category":"Development","subcategory":"Performance Optimization"},{"category":"Development","subcategory":"Pilot and Beta Launch Development"},{"category":"Development","subcategory":"Portal Development"},{"category":"Development","subcategory":"Product Discovery and Technical Scoping"},{"category":"Development","subcategory":"Product Iteration and Growth Engineering"},{"category":"Development","subcategory":"React Native Development"},{"category":"Development","subcategory":"SaaS Development"},{"category":"Development","subcategory":"Security Hardening"},{"category":"Development","subcategory":"Shopify Development"},{"category":"Development","subcategory":"Shopify Plus Development"},{"category":"Development","subcategory":"Subscription Commerce Development"},{"category":"Development","subcategory":"Subscription UX Compliance"},{"category":"Development","subcategory":"System Integrations"},{"category":"Development","subcategory":"WooCommerce Development"},{"category":"Development","subcategory":"Workflow Automation 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Lizard","profile_url":"https://www.vendar.org/vendors/lounge-lizard","machine_profile_url":"https://www.vendar.org/ai/vendors/lounge-lizard","decision_score":0.7,"score_out_of_100":70,"verdict":{"label":"Developing","summary":"Usable profile, but ranking confidence is limited until more gaps are closed."},"fit_summary":"Lounge Lizard is a real long-standing NYC digital agency with SEO service coverage.","best_for":["SEO Retainer","Ecommerce","Conversion Growth","In-house Team","SEO programs that also need web experience and conversion thinking","Ecommerce SEO for brands with broader design and platform needs"],"not_for":["Teams seeking a pure-play technical SEO boutique.","Very small local businesses that only want lean GBP and city-page execution.","Less of a narrow specialist if the buyer wants only technical SEO depth.","Can be broader than necessary for tiny local-only campaigns."],"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":null,"setup_fee_usd":null,"contract_min_months":null,"contract_default_months":null,"pricing_known":true},"evidence_summary":{"source_count":5,"proof_highlights":["Official work hub lists case studies across web design, development, app development, brand strategy, SEO, e-commerce, digital marketing, content, and maintenance.","Clients page lists organizations such as 6 Degrees Health, NorthSouth, Spectrum Retirement Communities, Underlined, Summit Professional Education, and The Fragrance Group testimonials.","Clutch lists 43 reviews and a 4.8 rating, with frequent mentions around timeliness, communication, creativity, and professionalism.","New York 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.","New York 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":20,"named_clients_count":9,"external_review_count":71},"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":["Broad service mix can feel less specialist than a dedicated SEO-only operator.","Commercial fit is stronger for mid-market than entry-level buyers."],"quality":{"confidence_score":0.91,"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":"Custom Ecommerce 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":"CI/CD Implementation"},{"category":"Development","subcategory":"Click-to-cancel Compliance Development"},{"category":"Development","subcategory":"Cloud Architecture"},{"category":"Development","subcategory":"CMS Development"},{"category":"Development","subcategory":"Conversion-focused Web Development"},{"category":"Development","subcategory":"Cross-platform App Development"},{"category":"Development","subcategory":"Custom Database Applications"},{"category":"Development","subcategory":"Custom Software Development"},{"category":"Development","subcategory":"Dashboard and Admin Panel Development"},{"category":"Development","subcategory":"DevOps and Cloud"},{"category":"Development","subcategory":"DevOps Setup"},{"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":"Full-stack Web Development"},{"category":"Development","subcategory":"Headless Commerce Development"},{"category":"Development","subcategory":"Hosting and Cloud Migration"},{"category":"Development","subcategory":"Infrastructure as Code"},{"category":"Development","subcategory":"Internal Tools Development"},{"category":"Development","subcategory":"iOS App Development"},{"category":"Development","subcategory":"Kubernetes and Containerization"},{"category":"Development","subcategory":"Landing Page Development"},{"category":"Development","subcategory":"Legacy System Modernization"},{"category":"Development","subcategory":"Magento Development"},{"category":"Development","subcategory":"Marketplace Commerce Development"},{"category":"Development","subcategory":"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":"Monitoring and Observability"},{"category":"Development","subcategory":"Performance Optimization"},{"category":"Development","subcategory":"Portal Development"},{"category":"Development","subcategory":"React Native Development"},{"category":"Development","subcategory":"Shopify Development"},{"category":"Development","subcategory":"Shopify Plus Development"},{"category":"Development","subcategory":"Subscription Commerce Development"},{"category":"Development","subcategory":"Subscription UX Compliance"},{"category":"Development","subcategory":"System Integrations"},{"category":"Development","subcategory":"Web Development"},{"category":"Development","subcategory":"Webflow Development"},{"category":"Development","subcategory":"Website Maintenance and Support"},{"category":"Development","subcategory":"Website Redesign and Rebuild"},{"category":"Development","subcategory":"WooCommerce Development"},{"category":"Development","subcategory":"WordPress Development"},{"category":"Development","subcategory":"Workflow Automation Development"},{"category":"Marketing","subcategory":"SEO"},{"category":"Marketing","subcategory":"SEO Agencies with Case Studies"},{"category":"Marketing","subcategory":"SEO Agencies with In-house Team"},{"category":"Marketing","subcategory":"SEO Audit"},{"category":"Marketing","subcategory":"SEO Consulting"},{"category":"Marketing","subcategory":"SEO for Marketplaces"},{"category":"Marketing","subcategory":"SEO Migration"},{"category":"Marketing","subcategory":"SEO Strategy"},{"category":"Marketing","subcategory":"Technical SEO"}],"industries":["Ecommerce","Professional Services","B2B"],"service_regions":["New York","USA","Manhattan"]},{"rank":5,"slug":"top-notch-dezigns","name":"Top Notch Dezigns","profile_url":"https://www.vendar.org/vendors/top-notch-dezigns","machine_profile_url":"https://www.vendar.org/ai/vendors/top-notch-dezigns","decision_score":0.7,"score_out_of_100":70,"verdict":{"label":"Developing","summary":"Usable profile, but ranking confidence is limited until more gaps are closed."},"fit_summary":"Official site presents Top Notch Dezigns as an NYC agency and supports SEO service relevance.","best_for":["Small Business","Local SEO","Ecommerce","By Budget","SEO plus redesign support for local New York companies","Ecommerce SEO for SMB brands that need site and search improvements together"],"not_for":["Large enterprise buyers needing heavy stakeholder management and technical governance.","Teams whose main need is a deep, specialist SaaS SEO playbook.","Less ideal for highly technical enterprise SEO programs.","Not the sharpest fit for complex B2B SaaS content engines."],"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":5,"proof_highlights":["Official case-study page includes web design and development examples such as Grand Stage and Rios Interiors, with WordPress and contractor/restaurant vertical examples.","Clutch lists 16 reviews and highlights positive buyer feedback around efficiency, professionalism, communication, and high-quality web work.","FeaturedCustomers lists 13 Top Notch Dezigns case-study/customer-story entries, adding a second non-owned source for public proof.","New York 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.","New York 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. 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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.","New York 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. 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listings execution.","Buyers who want a very narrow low-cost SEO freelancer-style engagement.","Buyers who need a very narrow SaaS-only authority-link specialist.","Can be broader than a pure-play SEO specialist.","Not the strongest value fit for entry-level local retainers."],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":6000,"minimum_project_size_usd":6000,"typical_contract_value_usd":15000,"pricing_range_min_usd":null,"pricing_range_max_usd":null,"hourly_rate_range":null,"setup_fee_usd":null,"contract_min_months":null,"contract_default_months":null,"pricing_known":true},"evidence_summary":{"source_count":7,"proof_highlights":["Aumcore publishes a broad case-study library spanning SEO, SEM, paid media, UX/UI, web development, e-commerce, voice search, and brand strategy.","Cleer Audio case study reports strong multi-year SEO and paid media outcomes, including higher organic traffic, transactions, revenue, and paid campaign conversion rate.","Pivotal180 case study reports improved lead generation, reduced CPA, lower CPC, and organic traffic gains from SEO and SEM work.","Clutch provides company-level validation and lists key clients, but the profile is not yet reviewed, so buyer-review confidence is lower than agencies with verified Clutch reviews.","FeaturedCustomers lists 35 Aumcore case studies/customer stories and a 4.7 reference rating, adding external corroboration to the official case library."],"case_studies_count":35,"named_clients_count":15,"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":["Enterprise-friendly posture can push the commercial floor upward.","Broader service mix means buyers should validate specialist SEO ownership during procurement.","Program shape should be validated if SaaS or 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