# SEO Geo

> Score a page's Generative Engine Optimization (GEO) / AI-search readiness — how likely LLM answer engines (AI Overview, ChatGPT, Perplexity, Gemini) are to cite it. Use when the user asks about AI search, GEO, answer engine optimization, or why an LLM doesn't cite their content.

- Skill: `freeautomation-tech/seo-geo` (Agent Skill)
- Install (CLI): `npx skillmds@latest add freeautomation-tech/seo-geo`
- Raw SKILL.md: https://api.skillmd.com/api/skills/freeautomation-tech/seo-geo/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Marketing & Growth
- Author: FreeAutomation-Tech (https://skillmd.com/u/freeautomation-tech)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/freeautomation-tech/seo-geo

---


# GEO / AI-Search Readiness

Evaluate how likely a page is to be cited by LLM answer engines,
and give concrete fixes to improve LLM visibility.

## Procedure

1. **Fetch and parse the page**, then run the GEO check:

   ```bash
   python -m seo_kit.content.geo "<url>"
   ```

   or from Python:

   ```python
   from seo_kit.crawler.page_fetcher import fetch_page, parse_html
   from seo_kit.content.geo import run_geo_check

   _, html, _, _ = fetch_page("<url>")
   page = parse_html(html, "<url>")
   result = run_geo_check(page)
   print(result.to_dict())
   ```

2. **Report the score and findings**, then recommend improvements:

   - **Question framing** — add Q&A sections phrased as natural queries.
   - **Verifiable claims** — attribute statistics and cite sources.
   - **Data density** — use specific numbers, percentages, and dates.
   - **Entity signals** — author bylines, publish dates, schema markup.
   - **Depth** — expand past the LLM citation floor (~600+ words).

3. **Offer to draft the rewrite** (e.g., add an FAQ block, rewrite the intro
   as a direct answer, or insert sourced statistics).

## Notes

- Scores 0-100 with findings per signal.
- Inspired by [AgriciDaniel/claude-seo](https://github.com/AgriciDaniel/claude-seo)
  and [seranking/seo-skills](https://github.com/seranking/seo-skills) (both MIT).