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Instrumentation Score Specification
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. Instrumentation Score Specification just got measured.
3/10 means Instrumentation Score Specification is currently invisible to AI search. Most AI assistants will not cite your brand when asked about your category. Claiming and applying the fixes below is the fastest way to change that.
About Instrumentation Score Specification
A standardized metric for assessing OpenTelemetry instrumentation quality. Numerical score from 0-100 providing objective feedback on telemetry best practices.
Details
Industry: Other
instrumentation-score.comAI Visibility Breakdown
1
Structured Data
4
Content Structure
5
Entity Clarity
2
E-E-A-T Signals
6
Technical AEO
2
AI Discoverability
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
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on June 28, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/instrumentation-score
Cite this score: Engagemii (2026). "AEO Score for Instrumentation Score Specification." Retrieved from https://engagemii.com/aeo/brands/instrumentation-score
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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