Supplier Distribution

Your catalog has two problems.
We fix both.

The data you distribute is messy. And even after your merchants list it, AI agents can't read it. cleanerGPT fixes the source data. catalogGPT makes it discoverable by every AI shopping agent on the internet.

2
Products purpose-built for supplier catalog workflows
50M+
Shopping queries per day on ChatGPT — from catalogs like yours
1,200%
YoY growth in AI-driven shopping traffic
The problem

Suppliers ship the same bad data to hundreds of merchants.

Supplier catalog exports carry the habits of a different era — titles written for keyword density, descriptions pulled from manufacturer PDFs, attributes inconsistent across product lines. That data propagates to every merchant in your network. And when AI shopping agents try to parse it, they can't.

The merchants selling your products are missing AI discovery traffic not because of their stores — but because of your data.

Keyword-stuffed titles from legacy SEO
HTML tags embedded in descriptions
Attributes inconsistent across SKUs
Merchants list your products — AI agents never see them

Clean. Enrich. Distribute. Monitor.

The full supplier workflow — from raw catalog export to a live AI-ready feed network your merchants can use immediately.

01

Clean your source data

cleanerGPT

Raw supplier exports have years of bad habits baked in — manufacturer-speak titles, HTML in description fields, inconsistent attribute naming across product lines. cleanerGPT runs every product through AI rewriting: titles normalized to human-readable format, descriptions stripped and rewritten, attributes standardized across your catalog.

02

Enrich and structure for AI

catalogGPT

Once clean, catalogGPT processes every product through the full enrichment pipeline — extracting attributes from images, inferring missing fields, building semantic relationships across your catalog. The result is transformed into complete schema.org Product JSON-LD markup: name, description, brand, GTIN, offers, availability. Everything AI shopping agents need to parse and recommend your products.

03

Distribute to your merchant network

catalogGPT

AI-ready feeds are generated in every format your merchants need — schema.org JSON-LD, ACP (OpenAI), UCP (Shopify/Google), and Google Merchant Center. Each merchant gets a live feed URL they can plug directly into their store. Updates flow automatically as your catalog changes.

04

Monitor and maintain

catalogGPT

New product detection, catalog change monitoring, feed health alerts, and AI compatibility checks run continuously. You distribute once. visualAI keeps everything current.

Why suppliers use visualAI.

Fix the data at the source. Distribute something your merchants actually want.

Fix the data problem upstream

Bad product data compounds through your merchant network. Every retailer who lists your products inherits the same keyword-stuffed titles and missing attributes. cleanerGPT fixes it at the source — before it propagates.

Become the supplier who gets AI traffic

AI shopping agents can only recommend products they can read. Suppliers who deliver AI-ready catalog data give their merchant network a structural advantage in ChatGPT, Gemini, and Perplexity traffic. Merchants notice. Loyalty follows.

One pipeline, two products

cleanerGPT and catalogGPT are designed to run in sequence. Clean data goes in. AI-ready enriched feeds come out. No engineering overhead, no manual review loops at scale.

Be the supplier with the best data.

cleanerGPT and catalogGPT are both coming soon. Join either waitlist for early supplier access.