#601,323 OF 2,701,012 IN TECHNOLOGY
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AI Visibility Scorecard
MoboMaps
mobomaps.com · Technology
Somewhat visible. AI bots can read MoboMaps, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Meta AI
#601,323 of 2,701,012 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.3/10
75
Muse Index Score
iAI agent readiness
Transactable · 75/100
0
AI Adoption
iNone detected · 0/100
About MoboMaps
from our crawl and measurement
MoboMaps describes itself simply: "Interactive motherboard PCIe lane topology visualization and comparison tool." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.3 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: crawler access and the files AI engines look for. It is passable on some structured data, a workable page structure, a partly stated business identity and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews.
Away from its own site, people discuss it in places AI engines read. There is some, but not much, sign that only a handful of sites link to it and the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Good
Forum and community discussion.
Social Mentions
Weak
No social discussion 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 5.3/10, MoboMaps has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MoboMaps
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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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mobomaps
Cite this score: Engagemii (2026). "AEO Score for MoboMaps." Retrieved from https://engagemii.com/aeo/brands/mobomaps
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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