Getting found · Independent · 26 Oct 2026

mverab/eGEOagents

Open-source Generative Engine Optimization (GEO) & Answer Engine Optimization (AEO) toolkit — optimize content to rank in ChatGPT, Perplexity, Gemini & Claude. AI SEO / LLM SEO. CLI, Claude Code, MCP.

← Getting found
E-GEO: Generative Engine Optimization. Get your pages cited by AI search engines.
Verified26 Oct 2026

Radar check

What we found when we opened it. Every bar is one fact, with its date.

Alive100

Last code pushed 26 Oct 2026, the same day before this check.

Releases100

Latest release v2.3.0 on 19 Oct 2026.

Maturity25

Public since January 2026, 9 months.

Adoption46

207 stars and 58 forks.

Activity65

67 commits and 2 new issues in the last 90 days.

Community40

7 contributors. 58 pull requests merged in 90 days. A small team carries it.

Security40

No security policy file says how to report a problem. No published security advisories.

Licence MIT: permissive: use it for anything, keep the noticeSetup effort 2 of 5Payoff 4 of 5
How the bars are scored
  • Alive. Days since the last code push: a week or less 100, a month 90, three months 70, six months 50, a year 30, eighteen months 15, older 0.
  • Releases. Age of the latest GitHub release, on a similar scale; no bar when the project publishes no releases.
  • Maturity. Age of the project: eight years 100, five 90, three 70, two 55, one 40, six months 25, younger 10.
  • Adoption. Stars on a log scale: 100,000 stars is 100, 10,000 is 80, 1,000 is 60, 100 is 40.
  • Activity. Commits in the last 90 days: 300 or more 100, 100 85, 30 65, 10 45, any 25.
  • Community. People who have contributed: 100 or more 100, 30 80, 10 60, 5 40, 2 25, one 10.
  • Security. A published security policy 80, none 40; published advisories are listed, not scored.

Checked by Repo Radar on 26 Oct 2026 from the repository on GitHub.

In simple English

AI search engines like ChatGPT and Perplexity now answer questions directly instead of showing a list of blue links. If your website is not cited in those answers, customers will never find you. This open-source toolkit rewrites your web pages so AI models can read, understand, and cite them easily. You can run it from your command line or use it with an AI coding assistant. It costs nothing to download and use under the MIT licence, though you need an AI model key to run live updates.

What it is

E-GEO is an open-source command-line tool and set of AI agent skills that analyses web pages and rewrites them for generative search engines. It applies ten research-backed optimisation rules, such as competitive framing and structured data generation, to improve your visibility in AI answers.

What it is good for

Solo founders and content creators who want their landing pages and articles to appear in recommendations made by ChatGPT, Claude, and Gemini.

Stars207
LicenceMIT
Latestv2.3.0 (2026-10-19)checked 26 Oct 2026
Last code change2026-10-26
Written inPython
Setup effort
2 / 5
Payoff
4 / 5
Good
  • Automates the entire process of rewriting content and generating schema markup.
  • Includes a mock mode that runs without an API key or paid subscriptions.
  • Based on published academic research on generative engine optimization.
Watch for
  • Requires comfort with the command line and basic Python environments.
  • Quality depends on the external AI model you connect for live runs.
  • AI search rankings change constantly, so outputs need regular review.
Replaces

manual keyword stuffing and guesswork for AI search visibility

Works well with

Claude Code

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Install
pip install egeo
GEO_EVAL_MOCK=1 egeo optimize your-page.md

Independent: reviewed for Repo Radar outside the daily editions. Every independent repository

On Stack Radar: Marketing & Growth › SEO & Organic Search › AI Search Visibility.

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