⚡ This is your brand? Claim your page FREE and bring it to life on AI search.
OSSInsight — AI Agent Analytics & Open Source GitHub Intelligence
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can actually read your site and cite it in answers. Two-thirds of websites are invisible to them. OSSInsight — AI Agent Analytics & Open Source GitHub Intelligence just got measured.
7/10 means OSSInsight — AI Agent Analytics & Open Source GitHub Intelligence is somewhat visible. AI bots can read you, but you are missing the structured signals that would push citation rate above competitors.
About OSSInsight — AI Agent Analytics & Open Source GitHub Intelligence
OSSInsight analyzes billions of GitHub events and provides insights for open source software, AI agent ecosystems, and trending repositories.
Key Topics
Details
Industry: Technology
ossinsight.ioAI Visibility Breakdown
9
Structured Data
7
Content Structure
5
Entity Clarity
4
E-E-A-T Signals
6
Technical AEO
10
AI Discoverability
Frequently Asked Questions
What is OSSInsight?
OSSInsight is a free, open-source analytics platform that tracks over 10 billion GitHub events in real time. It provides deep insights into repositories, developers, and organizations — including stars, commits, pull requests, issues, and community health metrics. Powered by TiDB and built by PingCAP.
How does OSSInsight analyze repositories?
OSSInsight ingests public GitHub event data from GH Archive and stores it in TiDB, a distributed SQL database built to handle billions of rows. When you look up a repository, OSSInsight queries this data in real time to generate a full analytics dashboard.
Is OSSInsight free to use?
Yes. OSSInsight is completely free and open source. The source code is available on GitHub at github.com/pingcap/ossinsight under an Apache 2.0 license.
What data does OSSInsight use?
OSSInsight analyzes public GitHub event data archived by GH Archive, including stars, forks, issues, pull requests, commits, pushes, and comments — more than 10 billion events in total.
How often is the data updated?
Data is updated in near real-time, typically within a few seconds of the event occurring on GitHub.
Can I analyze my own GitHub profile?
Yes. Enter your GitHub username in the search box and OSSInsight will generate a full developer profile showing your contribution history, starred repositories, programming languages used, and activity trends over time.
Is this your brand?
Claim free. You'll see:
Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
Personal 50% off code at checkout
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for OSSInsight — AI Agent Analytics & Open Source GitHub Intelligence.
Source & Attribution
Scored by Engagemii on June 29, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ossinsight-io
Cite this score: Engagemii (2026). "AEO Score for OSSInsight — AI Agent Analytics & Open Source GitHub Intelligence." Retrieved from https://engagemii.com/aeo/brands/ossinsight-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - AI Brand Discovery and AEO Platform