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Fabric Reviews

4.0· 1 verified review

Surface retail catalogs inside generative AI search by monitoring model visibility and formatting product metadata for conversational commerce engines.

Companies using Fabric
PetMedsOver the Moon
Screenshot of Fabric website

This platform does not try to replace standard web storefronts or traditional feed managers. Instead, it structures retail catalogs specifically so generative AI engines like ChatGPT can read, evaluate, and recommend inventory. Teams track visibility across custom category prompts and format SKU metadata for emerging agentic commerce protocols.

Large multi-category retailers managing rapid inventory shifts gain the most from this setup. It is poorly suited for small boutiques with static stock.

Fabric Key Features

  • Product AgentStreamlines product onboarding, monitors visibility, optimizes products, and activates rich data to demand channels.
  • Visibility MonitoringTracks agentic commerce visibility using custom and system prompt tracking, benchmarking, and content depth analysis.
  • Product Data ActivationAccelerates SKU onboarding and enriches product data with intent signals from category prompts to drive conversion.
  • Flexible IntegrationsSupports input and output options including CSV, Shopify, ChatGPT (ACP), Universal Commerce Protocol (UCP), and data feeds.
Integrations
ShopifyChatGPTUniversal Commerce Protocol
Company
Founded2017
Based inSeattle, USA
OwnershipPrivate
Total raised$293M
Latest roundSeries C · 2022
Notable investors
SoftBank Vision FundStripesForerunner VenturesRedpoint VenturesNorwest Venture Partners

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