GTIN / barcode
35 ptsPresent and well-formed (GTIN-8/12/13/14 with a valid check digit). Placeholders and broken check digits score like a blank. We never generate a barcode.
Public catalog scan
Make your SKUs recommendable, not just listed.
AI shopping agents skip catalogs that lack GTIN, brand, and taxonomy. Paste a Shopify store. Feedworthy scores the public catalog ChatGPT Shopping, Google AI Mode, and Copilot can actually see.
How it works
The same public JSON shopping agents can fetch. Scored in under five minutes.
01
Read the public catalog
products.json pagination, then storefront product JSON when barcodes are omitted. Public metafields if the store exposes them.
02
Score structured fields
GTIN, brand, shopify.* taxonomy, and variant attributes. Copy is a footnote. Deterministic. No model in the loop.
03
See why you are invisible
Coverage, worst SKUs, and a short explanation of why agents cannot recommend them. Then join the app waitlist.
What agents actually need
Completeness of structured fields. Not more adjectives.
Brand
20 ptsThe public vendor field. Agents need a real brand identity, not “Default” or an empty string.
Shopify / Google taxonomy
20 ptsFull credit for a public `shopify.*` / TaxonomyCategory signal. A specific product type is only a weak proxy. Google product category, if exposed, scores in between.
Color, size, material, pattern
20 ptsRead from option names, `key:value` tags, and public metafields. These are the constraints shoppers ask agents about.
Title + description
5 ptsA minor completeness check — length and whether the title is more than a raw SKU. This is not a copywriter.
Where we sit
Audits, importers, and image SEO do not make a SKU recommendable.
| Feedworthy | CatalogScan | Importier | TinyIMG | Shopify Catalog | |
|---|---|---|---|---|---|
| Job to be done | Make SKUs recommendable | Audit the catalog | Import products | Images & SEO | Syndicate the catalog |
| GTIN + shopify.* taxonomy | Core score | Generic fields | Not the product | Not the product | Channels, not completeness |
| Weekly delta | Ships with the app | Point-in-time | Import events | Asset changes | Publish state |
| AI-order proof | Later | No | No | No | No |
App pricing
Pay for the catalog you actually need to fix.
Today’s scan and the catalog-score email are the free preview. The paid product is the Shopify app’s catalog write. A 7-day trial ships with Starter $49, Growth $79, and Scale $149 — not on this public scanner.
Starter
$49 / month
Up to 250 SKUs / month
Join the waitlistGrowth
$79 / month
Up to 1,000 SKUs / month
Join the waitlistScale
$149 / month
Up to 5,000 SKUs / month
Join the waitlistWaitlist
Fix this in one click when Feedworthy is live.
Leave your email and store URL. We will email a free catalog-score preview. The paid product is the Shopify app’s one-click catalog write — not this email. No Admin OAuth in this version. No Stripe checkout here.