Platform / Features /
AI Categorize
Feature · Optimize & enrich
correctly categorized.
Channel categories are tedious to assign and easy to get wrong. GoDataFeed's AI reads your product type, titles and descriptions, matches them to each channel's taxonomy, and assigns the most accurate category - which you can review and override before it ships.
The difference
Without GoDataFeed
With GoDataFeed
How it works
Auto-assign accurate, channel-specific categories from your titles, descriptions and product type - reviewable before they ship.
Benefits
Products land in the correct channel category without manual mapping.
You preview and override assignments - the AI proposes, you approve.
Correctly categorized products surface where shoppers look.
Each channel gets its own taxonomy, not a one-size mapping.
New products get categorized as they come in.
Accurate categories keep products from being rejected on a category mismatch.
Capabilities
The engine analyzes your product type, titles and descriptions to understand what each product actually is before assigning a category.
Assignments are cross-referenced against each channel's own category tree, so the category is channel-specific, not generic.
AI category mappings and category rules work side by side - use the AI's assignment, or set a rule where you want a fixed answer.
Feature · Optimize & enrich
GoDataFeed's AI assigns accurate, channel-specific product categories from your titles, descriptions and product type - reviewable and overridable before they ship.
AI Categorize
of six.
Assign channel categories automatically.
1
Ingest the catalog whole, variants intact.
2
Fix attributes once, at catalog scale.
3
Maintained mappings for 200+ integrations, current when specs drift.
4
Catch errors before they ship, while they're free.
5
Push validated feeds on schedule, price and stock current.
6
Read every channel' feed's verdict back on one screen.
Questions
Yes. Every AI assignment can be reviewed and changed, and you can set category rules where you want a fixed value.
Your imported product type when available, plus product titles and descriptions, cross-referenced against each channel's category taxonomy.
Yes. Categories are assigned per channel, mapped to each one's specific taxonomy.
Start a 14-day trial or book a demo — we'll audit your feed free and show you your diagnostics baseline.
Also in the box
needs.
Eligibility drops and sync failures to email or Slack, thresholds yours.
Every published version diffable — what changed, when, by which rule.
The same rulebook checks, run before publishing instead of after.
Each channel error mapped to its fix, linked from the row.
Weekly eligibility digest per store, for the people who don't log in.
Diagnostics data in your own BI, if that's where your team lives.