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Submit: E-GEO — open-source GEO/AEO toolkit with reproducible evaluation - #237

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Submit: E-GEO — open-source GEO/AEO toolkit with reproducible evaluation#237
mverab wants to merge 2 commits into
MarsX-dev:mainfrom
mverab:submit/e-geo

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@mverab

@mverab mverab commented Aug 11, 2026

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E-GEO

E-GEO is an open-source Generative Engine Optimization (GEO) and Answer Engine Optimization (AEO) toolkit — Python CLI + Claude Code skills.

What it does

Analyze → rank-simulate → rewrite → JSON-LD schema for content that AI answer engines (ChatGPT, Perplexity, Gemini, Claude) can understand and cite. Ships a reproducible offline evaluation harness (deterministic, no API key needed) and a continuous geo-loop mode over a persistent workspace.

Honest positioning

Evaluation scores are documented as an LLM-ranker proxy, not a guarantee of real engine rankings. Dated, honest comparison pages credit competitor strengths.

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Pricing

Open Source (MIT)

Categories

Open Source, AI, Marketing

@vercel

vercel Bot commented Aug 11, 2026

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@mverab is attempting to deploy a commit to the isora Team on Vercel.

A member of the Team first needs to authorize it.

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