Is your product data ready for AI-agent discovery?
Find product-data gaps that make it harder for AI shopping agents to understand your products and match them to shopper searches.
This assessment evaluates only the uploaded sample. It does not test actual agent access, search visibility, ranking, or guarantee discovery.
Assess Product Data for AI-Agent DiscoveryFree assessment · XLSX or CSV · Your data stays private
Maximum file size 25MB
Readiness starts with product data agents can understand.
The evaluation reuses secure ingestion and verified field mapping, then applies a dedicated deterministic product-data rubric. It looks for observable signals that can help AI shopping agents understand products and match them to shopper searches, while reporting tested, applicable, and unknown evidence separately. It does not crawl storefronts or connect to shopping agents.
Identification
Can products be identified consistently across the sample?
Classification
Are categories and taxonomy signals present and usable?
Descriptive attributes
Do important specifications and attributes have coverage?
Factual content
Are observable names and descriptions present? We do not verify truth from field presence alone.
Consistency
Do repeated values and formats create avoidable ambiguity?
Image references
Are primary or additional image references available? We do not inspect image quality or licensing.
Turn an AI-agent product-data gap into a governed next step.
Results connect the product-data gaps found in your uploaded sample to eligible mission selections. Choosing an opportunity prepares a consented request using the existing assessment handoff—it does not execute work immediately or provide agent access.
Uploaded sample, aggregate results
Your CSV or XLSX is handled through the existing isolated upload flow. Results show aggregate product-data findings from that sample only. They do not measure actual agent access, search visibility, ranking, or guaranteed discovery.
Assess Product Data for AI-Agent Discovery
Find product-data gaps that can make it harder for AI shopping agents to understand your products and match them to shopper searches, then connect the findings to a practical, consented next step. This does not guarantee discovery.
Assess Product Data for AI-Agent Discovery