Retail and DTC
Make your products understandable before they are recommended.
For retail and direct-to-consumer brands, we connect category demand, product facts, reviews and merchant authority into pages search and answer engines can verify.
Visibility ledgerdated evidence
EngineChatGPT · Perplexity · Google
QuestionFixed commercial prompt
SourceActually cited URL
ObservationBaseline → current
StatusMeasured · absent · cited
Intended outcome
Improve eligibility for category, comparison, use-case and “best for” questions while protecting factual product claims.
Inspectable deliverables
- Category and shopping-prompt baseline
- Product and merchant entity audit
- Category, comparison, buying-guide and FAQ architecture
- Product, Offer, MerchantReturnPolicy and Organization schema where applicable
- Review, retailer, publication and creator evidence plan
- Search, citation and conversion-page reporting
What we do not sell
No fake reviews, creators or retailer logos
No guaranteed shopping placement or AI recommendation
No unsupported health, performance or comparative claims