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AI Visibility Scorecard

Real Device Testing Platform for Mobile, Web & OTT

Real Device Testing Platform for Mobile, Web & OTT

Unclaimed

headspin.com · computer software

Somewhat visible. AI bots can read Real Device Testing Platform for Mobile, Web & OTT, but it is missing the structured signals that push citation rate above competitors.

Monitoring for AI engine activity

In the Engagemii AEO index

#154,677 of 2,812,091 in Technology for AI visibility

6.3

/10

AEO Score

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About Real Device Testing Platform for Mobile, Web & OTT

from our crawl and measurement

"HeadSpin's platform enables dev-ops and testing teams to collaborate and conduct pre and post release testing on real devices around the world to get ML-based insights and recommendations." That is how Real Device Testing Platform for Mobile, Web & OTT of Ontario introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.3 out of 10, readable in places and missing in others.

On the page itself the strengths are clear: structured data describing the business, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a workable page structure 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 and there is little discussion of it. 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.

It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2015.

Industry · computer software
Last scored · Jul 31, 2026
Employees · 201-500
Founded · 2015

The 6 signals AI reads

Higher is better · 0-10

Structured Data

7

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

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

5

Experience, Expertise, Authority, Trust markers.

Technical AEO

10

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

AI Discoverability

8

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

8

Inbound links from other sites.

Domain Trust

1

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

4

Forum and community discussion.

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 6.3/10, Real Device Testing Platform for Mobile, Web & OTT has a working base to build on - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for Real Device Testing Platform for Mobile, Web & OTT

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Real Device Testing Platform for Mobile, Web & OTT: 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/headspin

Cite this score: Engagemii (2026). "AEO Score for Real Device Testing Platform for Mobile, Web & OTT." Retrieved from https://engagemii.com/aeo/brands/headspin

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

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