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AI Visibility Scorecard

FE2

FE2

Unclaimed

fe2.tech · mechanical or industrial engineering

Borderline visible. AI bots can crawl FE2, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.

Monitoring for AI engine activity

In the Engagemii AEO index

#987,675 of 2,810,206 in Technology for AI visibility

5

/10

AEO Score

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About FE2

from our crawl and measurement

fe2.tech is a business whose own site puts it this way: "FE2 provides expert mechanical forensic engineering services, specializing in machinery failure analysis, vehicle accident reconstruction, and expert testimony." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places and missing in others.

On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity and crawler access and the files AI engines look for. It is passable on some structured data. What holds it back is credibility markers like credentials or reviews and sitemaps and entity links AI can follow.

Away from its own site, other sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.

The business dates to 2016.

Industry · mechanical or industrial engineering
Last scored · Aug 1, 2026
Employees · 1-10
Founded · 2016

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

Clear headings and answer-style content.

Entity Clarity

9

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

3

Experience, Expertise, Authority, Trust markers.

Technical AEO

9

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

4

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

5

Inbound links from other sites.

Domain Trust

0

Little domain authority yet.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions found yet.

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. Roughly two-thirds of sites are invisible to them. At 5/10, FE2 is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for FE2

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Weekly ChatGPT & Claude citation tracking

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Picked for FE2: Tech & Electronics

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Source & Attribution

Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/fe2-tech

Cite this score: Engagemii (2026). "AEO Score for FE2." Retrieved from https://engagemii.com/aeo/brands/fe2-tech

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

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