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AI Visibility Scorecard
ROYCE MARS
roycemars.com · Technology
Borderline visible. AI bots can crawl ROYCE MARS, 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
#1,757,640 of 2,637,202 in Technology for AI visibility
4.2
/10
AEO Score
About ROYCE MARS
from our crawl and measurement
ROYCE MARS describes itself simply: "Get Started QUICK BIO Fractional CTO | Solutions Architect Fractional CTO, Solutions Architect helping startups and technology companies design, build, and scale high-impact mobile and." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
On its own pages the site does well on a clear heading structure. It is passable on partial sitemap and link coverage. What holds it back is a clearly stated business identity, credibility markers like credentials or reviews, structured data describing the business and the technical files AI engines look for, such as llms.txt or an open robots.txt.
Off the page, other sites link to it. There is some, but not much, sign that 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, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2023.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
0
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 4.2/10, ROYCE MARS is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for ROYCE MARS
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/roycemars
Cite this score: Engagemii (2026). "AEO Score for ROYCE MARS." Retrieved from https://engagemii.com/aeo/brands/roycemars
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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