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AI Visibility Scorecard
uxarmy.com · Technology
Somewhat visible. AI bots can read UX Army, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
ChatGPT · Claude
#100,138 of 2,808,083 in Technology for AI visibility
6.5
/10
AEO Score
from our crawl and measurement
UX Army is a business whose own site puts it this way: "UXArmy is a remote UX research platform that helps teams run unmoderated usability tests, conduct user interviews, and gather insights from real users across Southeast Asia, including." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.5 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: structured data describing the business, a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a partly stated business identity and a few credibility markers.
Away from its own site, 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. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited 4 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
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 6.5/10, UX Army has a working base to build on - fixable, and the signals above are where to start.
How to identify the right participants in research?
Invite your own users, or tap into our managed participant panel with flexible targeting. In both cases, you can use an in-test screener to only have participants who meet your selection criteria take the test.
Can I target participants from your user panel?
Absolutely. Before launching the test, you can select the demographic criteria and add in-test screeners to collect feedback from only the testers that meet your behavioral selection criteria. Those who don’t pass the screener will not see your test or assets.
How to determine the right number of participants for usability studies?
A general rule of thumb is that 5 to 7 participants are a commonly recommended sample size for usability testing. However, it is also important to understand that a larger number of participants may be required depending on the research method and the type of data you’re looking to gather.
How do you detect fraud?
We have an internal process by which we identify and remove blacklisted participants. Screen & audio recording is an additional layer of scrutiny which you yourself can use to see how sincere the tester was.
Can I use your panel for user interview?
We provide participants for unmoderated and moderated research, but participants for moderated research are via recruitment services as we apply additional validation for quality.
Can I use my own participants or participants from a third party user panel company on UXArmy?
Yes. UXArmy platform will generate a unique invite link that you can share with your self-sourced participants. You also can utilize ‘Redirect-url’ to send your participants to specific destinations at the end of the test, and add dynamic parameters to collect personal identifiers like user ID, email, country.
Is this your brand?
The exact fixes for UX Army
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech buyers are the most research-intensive shoppers on the internet.
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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/uxarmy
Cite this score: Engagemii (2026). "AEO Score for UX Army." Retrieved from https://engagemii.com/aeo/brands/uxarmy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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