Transparency & Methodology

How it works

An honest explanation of how guides are generated, what was tested, what the AI does, and where the limits are.

How guides are made

An AI agent (Gemini with Google Search) drafts each guide in a fixed format. Source links come from the search results, and links that do not load are removed.

Confidence labels

From official docs, Community reported, Unverified estimate. The AI assigns these labels. I checked a sample by hand, and those checks are in the Verification Log.

What I tested myself

I created a Google OAuth app in testing mode and set up basic scopes. Everything else comes from documentation.

When search is unavailable

If the search quota runs out, the agent runs without web search and the guide is marked as unverified.

Limits

The AI can read and summarise documentation. It cannot register apps, accept terms or pass reviews for a developer.

Disclosure

This site was built for a Composio assignment, and Composio sells managed OAuth.

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