Install with read-only access
Approve product-read access only. The app does not request order, customer, payment, theme, or product-write access.
Find the product-data gaps blocking Shopify feed and AI shopping readiness.
AI Commerce Feed Snapshot gives merchants a catalog score, top feed problems, and an exportable fix pack before they waste time guessing why products are hard for search, shopping feeds, and AI assistants to understand.
Score
0-100
Scan limit
20 products
Scope
Read-only
Read-only product access
No automatic edits
Shopify billing path
Production installs use read-only Shopify product data after OAuth. The app never edits products in v1.
First run workflow
See the problem before you pay.
The first scan is designed to prove whether the catalog has repeated product-data gaps. Merchants can inspect the mini snapshot, then approve a paid audit or Fix Pack through Shopify billing only if the worklist looks useful.
Run the free mini snapshot
Get a limited catalog score, top repeated issues, and a preview of product rows before choosing a paid plan.
Unlock only if the gaps are worth fixing
Paid plans open through Shopify billing and unlock the report, score drivers, export, and product Fix Pack automatically.
Export work your team can use
Download a Markdown report or CSV Fix Pack with priority, owner, effort, missing fields, FAQ ideas, feed notes, and image tasks.
Paid deliverable
A 7-day cleanup sprint, not just another score.
The paid dashboard turns scan results into a week-one action plan. Merchants can assign work, fix the highest-risk product records first, rescan, and document the improvement.
Day 1
Assign the weakest product rows and fix the first-hour issues before touching already-healthy products.
Days 2-3
Clean P1 products first: identifiers, product type, vendor, descriptions, and image context.
Days 4-5
Work through P2 rows: FAQ answers, attributes, SEO fields, feed notes, and alt text.
Day 7
Rescan, compare score drivers, and export the updated report to confirm what improved.
Where it wins
A product-data worklist before heavier SEO or feed fixes.
Feed apps move product data. SEO apps help optimize storefront pages. AI Commerce Feed Snapshot focuses on the step merchants often skip: finding which product records are too thin, incomplete, or hard to understand before that weak data reaches feeds, rich results, and AI shopping surfaces.
Before feed tools
Find missing product type, vendor, SKU, GTIN, SEO fields, descriptions, image alt text, and attributes before syncing weak data downstream.
Before AI claims
Score product-data readiness signals the merchant can actually inspect instead of promising rankings, AI mentions, traffic, or revenue.
Before cleanup work starts
Turn repeated catalog gaps into a weakest-first CSV worklist with priority, recommended owner, estimated effort, and first fix.
Before write access
Keep v1 read-only. Merchants can review the score and Fix Pack before trusting any future app with product-edit permissions.
Read-only Shopify product scan
Feed, schema, and AI shopping readiness score
Product-by-product fix pack
Shopify-hosted and verified billing path
Mandatory privacy webhooks included
No automatic store edits in v1