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Mumford Micro
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. Mumford Micro just got measured.
3/10 means Mumford Micro 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 Mumford Micro
Home MicroSet Timer Horology Time Machine Woodwork Crackpot Inventions Select Page Mumford Micro Systems Bryan Mumford, Crackpot Inventor Mumford Micro Systems specializes in the the creation of original electronic devices, tools for clockmaking and repair, CNC controllers, photographic timing equipment, and a variety of other unusual products and crackpot ideas.
Key Topics
Details
Industry: Other
bmumford.comAI Visibility Breakdown
1
Structured Data
5
Content Structure
5
Entity Clarity
2
E-E-A-T Signals
5
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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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 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bmumford
Cite this score: Engagemii (2026). "AEO Score for Mumford Micro." Retrieved from https://engagemii.com/aeo/brands/bmumford
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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