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AI Visibility Scorecard

mercuryengineering

mercuryengineering

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mercuryengineering.com · civil engineering

At 2.5/10, mercuryengineering is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

AI engines read this profile 2 times

Apple Intelligence

#2,658,517 of 2,808,083 in Technology for AI visibility

2.5

/10

AEO Score

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About mercuryengineering

from our crawl and measurement

mercuryengineering describes itself simply: "On suitable projects we can provide fully detailed fabrication shop drawings in addition to typical structural drawings." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.5 out of 10.

On the page it is passable on a workable page structure and basic crawler access. What holds it back is a clearly stated business identity, structured data describing the business, credibility markers like credentials or reviews and sitemaps and entity links AI can follow.

Off the page there is only faint evidence that only a handful of 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.

AI crawlers have visited 2 times in our tracking, including Applebot (Siri). The site links to no social profiles, so there is nothing tying the brand to a wider presence. The business dates to 1999.

Industry · civil engineering
Last scored · Jul 31, 2026
Employees · 1-10
Founded · 1999

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

Clear headings and answer-style content.

Entity Clarity

4

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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

AI Discoverability

2

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

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 2.5/10, mercuryengineering is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for mercuryengineering

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for mercuryengineering: Tech & Electronics

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Source & Attribution

Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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