fabric

Merchandising Studio

Measure and improve your brand's visibility inside AI channels — ChatGPT, Perplexity, Gemini — by enriching your product catalog.

Be the answer when shoppers ask

Shoppers now discover products by asking AI assistants, not by browsing. Merchandising Studio makes sure those recommendations point to your brand and products — so you increase discovery, conversion, and win rate across every AI channel.

How it works

From catalog to the top of the answer

Bring your whole catalog

Drop in your products in any format, or connect Shopify or SFCC directly. fabric ingests everything — no cleanup required.

products.csv
images.zip
Shopify
SFCC
Unified catalog128,540products ingested

See what's holding you back

fabric scores your catalog the way AI engines read it, pinpointing the gaps, thin descriptions, and missing attributes costing you visibility.

Catalog data score62/100
Missing materials4,210
Thin descriptions8,730
No use-case tags12,400

Make every product the best answer

A multi-modal AI enriches each product from your own data and trusted supplier sources — filling every gap engines look for.

Enriched Product Details98% confidence
Studio Flex 7/8 Legging
Color
Black
Fit
Regular
Material
70% Poly
Best for
Hot yoga
+75% content depth
+ supplier data

Publish everywhere, in one click

When you're confident, push the optimized catalog straight to your storefronts and the channels shoppers ask — Shopify, SFCC, and the AI engines.

Published products
Studio Flex 7/8 LeggingPublished
SuperFit LeggingPublished
Modeling Active LeggingPublished

Track how you show up

Watch your AI Visibility in real analytics: how each product performs, where you rank across engines, and every improvement as it lands.

Visibility by AI Channel
ChatGPTGeminiPerplexityYour Brand
Alo Yoga
Lululemon
Nike

Get better on autopilot

fabric learns from the results and suggests the next round of improvements — a self-learning loop that keeps you listed at the top.

AI VisibilityTop-tier
+38% this month
Suggested next improvements
Add fabric weight to 2,100 leggings
Clarify sizing on 940 dresses
Tag 3,300 products for gifting

See how your brand shows up
in AI channels.

fabric

Merchandising and analytics for AI shopping.

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