# Compliance And Failure Modes This reference is operational guidance, not legal advice. The operator is responsible for making sure a run complies with Amazon terms, robots directives, local law, and account obligations. ## Required Guardrails - Fetch and evaluate `https://www.amazon.com/robots.txt` before live scraping planned Amazon paths. - Stop if the effective rules disallow the planned search or detail paths. - Do not automate sign-in, checkout, cart, wishlist, review submission, customer-review pages, reviewer profiles, or any disallowed path. - Do not bypass CAPTCHA, bot checks, blocked pages, or access-denied pages. - Do not print cookies, profile state, session storage, or account/location-specific browser data. ## Allowed Scope Allowed behavior is bounded read-only product research over search result pages and normalized product detail pages: - `/s?k=` search results. - `/dp/` product details. - `/gp/product/` product details. Review data is limited to visible summary ratings/counts and visible histogram rows on search/detail pages. Do not navigate to `/product-reviews`, `/review`, `/gp/customer-reviews`, or review AJAX endpoints. ## Failure Modes Return a structured warning and do not claim success when any of these happen: - CAPTCHA or bot-check page. - Sign-in wall. - HTTP 429 or 503 that remains after the bounded retry budget. - Robots rules disallow a planned path. - Product markup changes enough that required fields cannot be found. - Amazon returns localized, personalized, or ZIP/session-dependent delivery text that cannot be verified. ## Output Rules - Unknown fields stay unknown. - Partial extraction is acceptable only when the response includes warnings and missing-field notes. - Sponsored products can be returned by default but must be labeled. - Counts above 30 require operator confirmation or batch splitting.