Developer Tools / API

guestlist

guestlist is a Python library and HTTP API that rates websites green/yellow/orange/red based on how likely AI and computer-use agents are to get through. It helps teams avoid failed crawls and browser automation retries by checking access before spending requests.

Clear28/30
Useful29/30
Specific17/20
Complete15/20
guestlist screenshot

Why it was accepted

The page clearly describes a real AI-adjacent developer tool with a specific use case: checking whether agentic browsers and crawlers can access websites. It shows concrete product behavior, a Python usage example, API access, install instructions, and named blockers it helps handle.

Weakness

The page does not show pricing, rate limits, documentation depth, or how the site-scoring model is calculated beyond a high-level description. It also does not show broader platform features or any benchmark data from the crawl snapshot.

Review status

44 days ago #83 → 0

Last evaluated 44 days ago. Current rank #83. Holding steady in the rankings.

Score history

89

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