How Recommendations Work

Retail Raptor uses intent-first shopping guides to help shoppers choose where to start.

Amazon is the final check

Prices, ratings, delivery, availability, seller details, and return policies can change, so each guide sends shoppers to Amazon before checkout.

Start with shopper intent Compare final details on Amazon Disclose affiliate links clearly

Selection Standards

1. Match the shopping mission
Guides are organized around real buying situations: last-minute gifts, small budgets, dorm move-in, desk upgrades, travel, kitchen utility, and memberships.
2. Send shoppers to Amazon for changing details
Prices, ratings, availability, delivery windows, seller details, and return policies can change. Retail Raptor sends shoppers to Amazon to confirm those details before checkout.
3. Prefer useful, comparable categories
Guide cards focus on practical categories shoppers can compare quickly, such as cable control, desk lighting, coffee accessories, storage, charging gear, and safe gift ideas.
4. Watch for return-risk signals
Shoppers should check visible Amazon warnings, review patterns, compatibility details, size, seller, and return terms before buying.

AI-Assisted Copy

Retail Raptor may use AI-assisted drafting to organize guide copy and shopping categories. AI assistance is not a substitute for Amazon's current product details, prices, reviews, shipping, seller information, or return terms.