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limelit-co/open

Score: 83.2 → 0% Rank #1264 Database
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Self-hosted AI visibility tracking (AEO / GEO / LLMO). Track how ChatGPT, Claude, Perplexity, Gemini and Google AI Overviews mention and cite your brand. One Go binary, SQLite, MCP-first, bring your own keys.

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Overview

limelit-co/open is a Go tool licensed under Apache-2.0. Self-hosted AI visibility tracking (AEO / GEO / LLMO). Track how ChatGPT, Claude, Perplexity, Gemini and Google AI Overviews mention and cite your brand. One Go binary, SQLite, MCP-first, bring your own keys. Topics: aeo, ai-search-optimization, ai-seo, ai-visibility, ai-visibility-tracker, answer-engine-optimization, brand-monitoring, chatgpt, generative-engine-optimization, geo, golang, llmo, mcp, perplexity, self-hosted.

Ranked #1264 out of 24846 indexed tools.

In the top 6% of all indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Go Apache-2.0
aeoai-search-optimizationai-seoai-visibilityai-visibility-trackeranswer-engine-optimizationbrand-monitoringchatgptgenerative-engine-optimizationgeogolangllmomcpperplexityself-hosted

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 190

190 stars → growing community

Freshness 25% 7d ago

Last commit 7d ago → actively maintained

Issue Health 25% 83%

29/35 issues closed → responsive maintainer

Contributors 10% 2

2 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 147
Description Detailed
License Apache-2.0

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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AgentRank score for limelit-co/open
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Matched Queries

topic:mcp

From the README

<h1 align="center">Limelit Open</h1>

<p align="center">
  <strong>Self-hosted AI visibility tracking. One binary, your keys, your data.</strong>
</p>

<p align="center">
  Track how ChatGPT, Claude, Perplexity, Gemini, Google AI Overview and Google AI Mode
  <br />
  mention and cite your brand against your competitors.
</p>

<p align="center">
  <a href="LICENSE"></a>
  <a href="go.mod"></a>
  <a href="#status"></a>
  <a href="https://limelit.co"></a>
  <a href="https://discord.gg/g2Ef3WSTTC"></a>
</p>

<p align="center">
  <a href="https://demo.limelit.co"></a>
</p>

<p align="center">
  <a href="https://demo.limelit.co"></a>
  <a href="https://demo.limelit.co"></a>
</p>

<p align="center">
  <strong>Live: <a href="https://demo.limelit.co">demo.limelit.co</a></strong> runs this repository unmodified. Read-only; the banner names the commit.
  <br />
  <sub>More screens below: the prompt by engine grid, the ranking, citations by source type, top cited sites, and visibility by question
Read full README on GitHub →

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