Catalog AI
Solutions · Marketplace sellers

Stop getting your feeds rejected.

Marketplaces reject listings for missing attributes, bad identifiers, and unrecognised categories. Every rejection is a product not selling. Catalog AI fills the required fields and tells you which ones it is not sure about.

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Sound familiar

Three things we hear every time.

  1. 01Merchant Center reports thousands of items disapproved for missing attributes.
  2. 02Category mapping is done by hand and is wrong often enough to matter.
  3. 03Listings that do go live rank badly because the titles carry no attributes.
What handles it

The agents that matter most here

All six are available on every account. These are the ones this kind of catalog leans on.

Product Enrichment

What is this product?Fill every attribute from live sources.

Product Validation

Is any of this still true?Score the data you already have, 0–100.

Market Analysis

Who else sells it, and for how much?Competitor price, MSRP, and stock status.
Workflow

How it runs here

  1. STEP 1

    Define the fields the channel demands

    Set up an Attribute Set that mirrors the feed specification you keep failing.

  2. STEP 2

    Fill and classify

    Enrichment writes the missing attributes and assigns a Google Product Taxonomy category.

  3. STEP 3

    Check before you submit

    Validation scores every field, so you can hold back the low-confidence rows instead of letting the channel reject them for you.

  4. STEP 4

    Export the feed

    Bulk CSV export, or pull the finished records through the API into whatever builds your feed.

Marketplace sellers

Questions from this side

Does it assign Google Product Taxonomy categories?
Yes — classification against the Google Product Taxonomy is part of enrichment.
Can it find missing GTINs and MPNs?
It looks for identifiers in the sources it reads and reports them with a confidence score. Where the identifier does not exist publicly, you get a low score rather than an invented number.
How do I get the data back out in feed shape?
Export selected attributes as CSV, or read them through the products API and shape them however your feed builder expects.

Test it on the part of the catalog that hurts.

Free credits on signup, no card. If it does not hold up on your worst products, you have lost an afternoon.

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5 credits on signup · no card required