Gather approved evidence
Use product records, specification sheets, and authorized image metadata as the factual boundary.
Grounded product enrichment
Create better product content from facts you can verify.
Prepare titles, bullets, descriptions, attributes, and image metadata from approved sources—without inventing specifications.
01
Approved facts
702
Generated fields
403
Unverified claims
0THE OPERATIONAL PROBLEM
Generic generation creates polished copy, but catalog teams still need to prove every technical claim.
A focused workflow
Move from scattered inputs to approved output.
Generate within rules
Apply brand voice, channel limits, taxonomy, terminology, and claim restrictions to each output.
Review every factual change
Inspect the value, confidence, evidence, and approval history before delivery.
What the workflow surfaces
Give catalog teams specific work, not another opaque score.
Each engagement defines the source model, expected attributes, validation rules, and output before processing begins.
- Product titles
- Benefit bullets
- Descriptions
- Alt text
- Structured attributes
- Source-linked claims
APPROVED FACTS
24 W · 2,200 lm · 3000 K · matte black · wall mounted
CHANNEL TITLEAster LumaLine 24 W LED Wall Fixture, 3000 K, Matte Black
4 factual claims · 3 source references
A practical first step
See the issue in your own product sample.
Start with a representative category and a qualified, secure intake process—no system migration required.
Enrich a sample