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AI Visibility Scorecard
ceslab.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl Clark Testing, 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.
AI engines read this profile 1 times
Apple Intelligence
#146,528 of 223,745 in Manufacturing & Industrial for AI visibility
4.2
/10
AEO Score
from our crawl and measurement
Clark Testing is a business whose own site puts it this way: "We are a quality driven company, functioning as an extension of our customers’ engineering, product development and R&D staff to meet the technical challenges and schedule demands of the." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
On the page itself the strengths are clear: a clearly stated business identity and sitemaps and entity links AI can follow. It is passable on some structured data, a workable page structure, a few credibility markers and basic crawler access.
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 once in our tracking, including Applebot (Siri). It does link out to several social profiles, which helps engines tie the brand together.
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
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.
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 4.2/10, Clark Testing is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Clark Testing
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ceslab
Cite this score: Engagemii (2026). "AEO Score for Clark Testing." Retrieved from https://engagemii.com/aeo/brands/ceslab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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