Reserved for Jonathan Cotton

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Jonathan Cotton

Jonathan Cotton

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AEO Score: 6/10

Monitoring for AI engine activity

In the Engagemii AEO index

#25,577 of 731,897 in Education for AI visibility

badinvestmentbuilds.com

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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. Jonathan Cotton just got measured.

6/10 means Jonathan Cotton is somewhat visible. AI bots can read you, but you are missing the structured signals that would push citation rate above competitors.

About Jonathan Cotton

Bad Investment Builds was founded in response to poor customer service and product quality in the aftermarket industry not meeting expectations. At BIBs our #1 goal is to supply OEM level of engineering to replacement (Bumper Brackets) and custom performance components (Custom Shift Cables) without adding bling to the price tag, so everyone can afford to keep their cars running while ensuring the customer enjoys the purchase, the product, the install, and the performance. No Good Enoughs here.

Key Topics

Home | Blog | Engineering Toolbox | Garage Sale | Store | About Us | Contact Us
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Details

Industry: Education

badinvestmentbuilds.com

AI Visibility Breakdown

5

Structured Data

6

Content Structure

7

Entity Clarity

4

E-E-A-T Signals

8

Technical AEO

5

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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Picked for Jonathan Cotton: How-To

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 15, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/badinvestmentbuilds

Cite this score: Engagemii (2026). "AEO Score for Jonathan Cotton." Retrieved from https://engagemii.com/aeo/brands/badinvestmentbuilds

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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