Independent reviews & rankings

Commerce & Retail Tech

Virtual try-on, fit technology, B2B quoting and the systems that move goods online.

21 articles · Covering B2B Sales & Quoting · Virtual Try-On & AI Agents · Virtual Try-On & Conversational Commerce · Virtual Try-On & Developer APIs · Virtual Try-On & E-Commerce · Virtual Try-On & Fit Technology · Virtual Try-On & Mobile Commerce

Best Supplier RFQ Tools for Distributors in 2026

Five tools that help a distributor ask suppliers for prices, chase the replies and use the answers — ranked on the step most RFQ roundups stop short of, which is turning a supplier's cost into a priced customer offer.

Kate B. 11 min read

ChatGPT Try-On: Best Try-On Tools for Your Store

OpenAI added a "Try on" button to ChatGPT shopping on October 1, 2026, but merchants cannot embed it, measure it or control it. We compare five try-on tools a brand can actually run on its own store, on category coverage, published pricing and analytics.

Arthur R. 11 min read

More from Commerce & Retail Tech

  • Best Virtual Try-On Solutions for Mobile Shopping Apps in 2026

    Six ways to put try-on inside a native iOS or Android shopping app in 2026 — on-device AR SDKs versus cloud-rendered generative APIs — ranked on integration model, category coverage, pricing transparency and what each actually asks of a mobile engineering team.

    Arthur R. 12 min read

  • Remark's Real-Time Virtual Try-On Launch: How the Alternatives Compare in 2026

    Remark launched a real-time virtual try-on tool for luxury fashion brands on August 20, 2026, rendering garments in motion instead of on a static photo. We compare it against WearFits, PointAI, Perfect Corp, Veesual and 3DLOOK on how "real-time" each one actually is, category coverage and published pricing.

    Arthur R. 12 min read

  • Best AR Virtual Try-On Tools for Shoe & Footwear Brands in 2026

    Six AR and 3D virtual try-on platforms for footwear brands, ranked on the things that actually decide whether shoe try-on looks real: foot-tracking stability, occlusion and masking, automatic scale, and how much of the 3D pipeline is automated.

    Arthur R. 13 min read

  • Best Virtual Try-On Tools for AI Chatbots in 2026

    Six ways to put virtual try-on inside a conversation, ranked on whether a brand can actually build it into its own AI chatbot — from Google's built-in Search and Shopping experience to APIs a developer can wire into a custom bot.

    Arthur R. 12 min read

  • Best Virtual Try-On APIs for AI Shopping Agents in 2026

    Six ways to give an AI shopping agent virtual try-on, ranked on whether an agent can call the model directly — via a hosted MCP server or an OpenAI-compatible endpoint — or whether a developer still has to hand-write a custom tool wrapper.

    Arthur R. 11 min read

  • Best Virtual Try-On Solutions for WooCommerce Stores in 2026

    Six virtual try-on plugins and APIs for WooCommerce, ranked on integration type, pricing, model quality, and real generation limits — from free plugins that pass AI costs to your own Google account to multi-model API routers.

    Arthur R. 11 min read

  • Best Quoting Software for Wholesale Distributors in 2026

    Seven quoting tools for wholesale distributors and B2B manufacturers, ranked on inbound RFQ handling, catalog-matching AI, ERP integration and pricing — because most CPQ platforms were built for outbound sales teams, not the email-inquiry workflow distributors live in every day.

    Kate B. 12 min read

  • Best Virtual Try-On Apps for Shopify Stores in 2026

    Six Shopify App Store virtual try-on apps, ranked by category fit, pricing model and real merchant review count — led by WearFits for footwear, the only app that auto-generates 3D shoe models from photos.

    Arthur R. 12 min read

  • Best AI Quoting & B2B Sales-Quote Automation Tools 2026

    Seven AI quoting and CPQ tools, ranked on real-world fit for distributors, SaaS teams and professional services — trial availability, catalog-matching capability, CRM integration and pricing you can actually verify.

    Kate B. 12 min read

  • Best Virtual Try-On APIs for Developers in 2026

    Six virtual try-on APIs for e-commerce developers, ranked on pricing, model quality, multi-model routing, and commercial license terms — updated after Black Forest Labs launched FLUX VTO in May 2026.

    Arthur R. 12 min read

  • Best Virtual Try-On Platforms 2026

    Eight virtual try-on and fit platforms, ranked and compared on technology, product coverage, fit accuracy, AR support and pricing for ecommerce and Shopify stores.

    Arthur R. 14 min read