An AI Agent that Fixes Messy Grocery Data

With our June 2 update (v38), we added 31,000+ new products across food and non-food categories, including retailer-exclusive and private label SKUs.

Our catalog now includes over 740,000 products. An increase of 4% since the last release and 17% year to date.

‍

Beyond Packaged Food

We’re now growing our catalog beyond packaged foods to include categories from other aisles of the store, starting with Household and Personal Care. Here are a few examples from our latest catalog.

In coming releases, additional products will be added in these categories and other aisles.

‍

All Wakefern Banners Added

Foodgraph’s catalog has grown to include data from 25 sources, now including all banners from Wakefern.

To complement our retailer coverage, we’ve also integrated SmartLabel, a brand-syndicated data source with freshly-updated attributes from Conagra, Topco, and more.

‍‍‍Our Size Enricher AI Agent

The table below illustrates how three retailers describe the same product, each displaying an incorrect, non-standard or missing size value in the title.

Our newest AI agent analyzes each source, normalizes values, and adjudicates conflicting values,  returning a standardized and accurate value via the Foodgraph API for our measures field. Pretty nifty!

This new approach has resulted in:

     +85% improved outcomes over incorrect entries from different data sources.
     +6% more data fields enriched, even where values were entirely missing.

Size Enricher is just one example of how we’re using AI to improve data quality across our catalog.

‍

Next Catalog Update

We refresh our catalog continually. Our next major catalog is targeted for release in August, in advance of Back to School.

Thank you for following our progress! If you need more information, feel free to reach out. I’d love to hear how we can support your work.

David Goodtree

Founder and CEO, Foodgraph