sirefs documentation

How sirefs collects answers from AI engines, how to read the numbers, what the GEO audit checks, and what each plan includes.

Getting started

Getting started with sirefs
Create a workspace, add your brand, choose prompts and competitors, and read your first results across every AI engine in your plan.

Methodology

How sirefs collects answers from AI engines
Every engine and the method behind it (ui, serp or api), why answers are collected logged out on our servers, and why API answers differ from the apps.
Reading the numbers: visibility, share of voice and confidence intervals
What each sirefs metric means, why every rate comes with a sample size and a 95% Wilson interval, and when a change counts as real.

GEO audit

The GEO audit: every check explained
How the sirefs GEO audit reads a site like an AI crawler, the 26 checks in five groups, how the 0 to 100 score is calculated, and which checks each plan shows.

Account and plans