← ClaudeAtlas

sl-geo-auditlisted

Audit and score a site for AI citation readiness across three dimensions: Foundations, Answer Engine and Generative Citation. Use when the user asks why AI assistants never mention their brand, wants an AI visibility audit, asks how to measure GEO, wants to know why competitors get cited instead, needs a share-of-citation baseline, or asks what to fix first to appear in AI Overviews, ChatGPT, Perplexity or Claude answers.
omarmfouad25/geo-lab · ★ 0 · AI & Automation · score 76
Install: claude install-skill omarmfouad25/geo-lab
# GEO citation audit ## TL;DR | | | |---|---| | **Produces** | Three sub-scores (0 to 100) plus a weighted composite, and a ranked action list | | **Default weights** | Foundations 0.30 · Answer Engine 0.20 · Generative Citation 0.50 | | **Hard gate** | Foundations below 50 stops the audit. Fix that first | | **Minimum viable run** | 10 queries, 4 assistants, 20 pages sampled. Roughly two hours, no paid tooling | | **Hands off to** | `sl-citation-content` for content gaps, `sl-entity-infrastructure` for identity gaps | ## Before starting 1. **Load [`CONTEXT.md`](../../CONTEXT.md)** and run `sl-search-surfaces` if it has not run. 2. **Collect the inputs below.** Do not start without the query list; it determines everything. | Input | Required | Notes | |---|---|---| | Canonical entity name and aliases | Yes | Exactly how the brand should be named | | Target query list | Yes | 10 to 30, informational and commercial-investigation intent | | Competitor list | Yes | 3 to 10 named | | Key page URLs | Yes | 20 for the content sample | | YMYL status | Yes | Health, finance or legal raises the authorship bar | | Measurement tooling | No | Manual fallback given at every step | 3. **Confirm the weight profile** before scoring. Changing it afterwards to flatter the result is the fastest way to make an audit worthless. ## Core framework: three dimensions ### A. Foundations (0 to 100) · default weight 0.30 Can the site be crawled, indexed and understood? | Sub | Item | Points