Product Knowledge Gap Analysis

Workflow

Select representative products and variant families. Inspect attributes, specs, ingredients/materials, sizing, compatibility, use cases, and contraindications.
Capture product facts from raw HTML, rendered product content when available, JSON-LD, and an operator-supplied public feed. Label each observation with its surface, provenance, and timestamp.
Compare product and variant identifiers, price, currency, availability, sale timing, fulfillment-relevant state, and observable freshness indicators across those surfaces.
When checkout evidence is safely available, compare it separately using only a supervised non-purchasing check or verified operator-provided evidence. Never place an order to complete the audit.
Check whether product pages answer buyer questions without support escalation and identify missing schema or feed fields.
Group gaps by template-level fixes vs product-specific enrichment. Recommend the smallest product knowledge load needed for a custom agent.

Run the checks in references/checks.md and cite the observed output for each finding.

Report every cross-surface mismatch with: