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OpenSource-Mechanic
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. OpenSource-Mechanic just got measured.
4/10 means OpenSource-Mechanic is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.
About OpenSource-Mechanic
cat /dev/random | grep “For being ignorant to whom it goes I writ at random, very doubtfully” …about opensource software, hardware, science and the plumbers and mechanics who work behind the scenes of the technology magic we rely on every day.
Details
Industry: Technology
opensourcemechanic.comAI Visibility Breakdown
3
Structured Data
4
Content Structure
6
Entity Clarity
5
E-E-A-T Signals
3
Technical AEO
2
AI Discoverability
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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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.
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Source & Attribution
Scored by Engagemii on June 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/opensourcemechanic
Cite this score: Engagemii (2026). "AEO Score for OpenSource-Mechanic." Retrieved from https://engagemii.com/aeo/brands/opensourcemechanic
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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