Pairing with AI
Use Case: Pet Products
Do your products have missing or corrupt EANs? Do you need to compare prices or validate data quality? Our pairing service can automatically find identical products in any data feed. Our evaluated precision in this use case is 94%.
Pairing without EANs Introduces Multiple Challenges
Names and descriptions of identical products very often do not match. The reason is that vendors might provide altering names and descriptions.
Images of identical products very often do not match as well. These product images contain different poses, resolutions, superimposed text, etc.
Comparison with Open Source
Fit for Deployment
Pairing solutions suitable for deployment has to deliver higher than 90% precision. From the three tested solutions only ours delivered 94% precision. Both Open Source solutions from Idealo are below the demanded threshold.
Focus on Precision
In this use case, our custom AI solution automatically paired 36% of catalogue items with 94% precision. Our solution did not use EANs and relies only on product names and images. Distribution of found pairs is depicted on the right.