AEO-specific view: using Catalog Data Quality as a gate for agent-grounded answers and citations.
Gate coverage
88%
Agent SKUs
Hallucination rate
-61%
Sampled evals
Rollback time
<15m
Median
Owners
42
Mapped SKUs→teams
LLMs amplify catalog defects into confident-sounding false claims. Teams need explicit gates before agentic surfaces go live on a category.
Fidelity gates combine automated checks, retrieval grounding constraints, and human spot checks for high-liability attributes. CDQ thresholds vary by use case severity.
Fewer customer-impacting hallucinations and clearer ownership when scores regress. Complements the lab’s deeper CDQ scoring research with go-to-market playbooks.
Gates
Data
RAG
Ops