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SEO GEO Skill by @seranking

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github stars★ 189updatedMay 2026repo@seranking

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$git clone https://github.com/seranking/seo-skills

The skill is the skills/seo-geo folder inside that repository. Copy it into the folder your agent loads skills from; check your agent's documentation for where that is.

about SEO GEO Skill by @seranking

URL-level Generative Engine Optimization (GEO) analysis.

our take

URL-level generative engine optimisation. For a specific page it pulls AI Overview citation data for its main keywords and shows which queries cite the page and which do not.

when to use it

You want to know if AI answers cite a particular page
You are improving a page for AI search visibility
You track citation gaps against competitors

before you install

AI answer behaviour changes quickly, so treat results as a snapshot
Needs an SE Ranking connection

what's inside

The original SKILL.md is organised into these sections:

Prerequisites
Process
Output format
Citation footprint
Where the candidate IS cited
Where the candidate is NOT cited (and AIO is present)
Page passage-level audit
Schema check
AI-protocol files
Recommendations (top 5 to improve citability)
Recommended next step
Tips

source and license

Written and maintained by @seranking. It is published under the MIT license, which allows reuse with attribution. SkillDirectory does not claim authorship: this page adds our own review and links back to the original, and the skill's text belongs to its author.

View the full SKILL.md on GitHub ↗

Read the opening of the original SKILL.md

> Example output: [examples/seo-geo-notion-share-pages-20260514/GEO.md](../../examples/seo-geo-notion-share-pages-20260514/GEO.md)

# Page-Level GEO (Generative Engine Optimization)

For one URL, surface its AI-search citation footprint and recommend the page-level changes that would improve citability across AI Overview, Perplexity, ChatGPT, and other LLM-powered search engines. Different from the domain-level brand-vs-brand share-of-voice — this is page-level diagnosis.

## Prerequisites

- SE Ranking MCP server connected.
- Claude's `WebFetch` tool available.
- User provides: a target URL. Optional: target country (default `us`), specific keywords to focus on (defaults: the URL's top-5 traffic-weighted keywords from SE Ranking).

## Process

1. **Validate target & preflight.** See `skills/seo-firecrawl/references/preflight.md` for the canonical 3-stage preflight (credit balance, Firecrawl availability, Google APIs). Skill-specific notes:
…

Excerpt only, quoted from the author's repository. Open the repository for the complete file.

↓ download .zip