FeedSnapshot AI

FeedSnapshot AI helps you find and fix product data gaps before they affect your feeds, search results, and AI shopping tools. This read-only app scans your catalog and scores titles, descriptions, identifiers, categories, images, SEO fields, and product attributes on a 0-100 scale. You'll get a clear cleanup worklist that shows the weakest products first with exact fields to fix. Export your results as a Markdown report or CSV Fix Pack ready for spreadsheets. The app only reads your product data and never edits anything. No promises about rankings, traffic, approval, or revenue—just an honest audit of your catalog readiness.