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Random Bits
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. Random Bits just got measured.
5/10 means Random Bits 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 Random Bits
Random Bits Miscellany by Miria Grunick Expand Menu CategoriesToggle Child Menu projects microcontrollers software tools knitting education computers amateur radio inspirations miscellaneous About How To Defend Yourself Against the Undead Posted on October 31, 2022 by Miria letters 0 Note: I wrote this as a Halloween edition letter for a mailing list and I am republishing it here with permission.
Key Topics
Details
Industry: Media & Entertainment
grunick.comAI Visibility Breakdown
1
Structured Data
6
Content Structure
5
Entity Clarity
6
E-E-A-T Signals
5
Technical AEO
4
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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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on July 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/grunick
Cite this score: Engagemii (2026). "AEO Score for Random Bits." Retrieved from https://engagemii.com/aeo/brands/grunick
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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