AI Visibility Scorecard
Automation in Testing
automationintesting.com · Technology
Somewhat visible. AI bots can read Automation in Testing, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Claude
#181,408 of 2,705,581 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Automation in Testing
from our crawl and measurement
Automation in Testing is a business whose own site puts it this way: "Training Upskill by taking one of our fantastic training courses." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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
Weak
No community discussion yet.
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 5.9/10, Automation in Testing has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What is Automation in Testing?
Automation in Testing (AiT) is a mindset and namespace that promotes human-centric automation within the context of testing. AiT focuses on the strategy, creation, usage and education of valuable automation that truly supports our testing activities.
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Is this your brand?
The exact fixes for Automation in Testing
Which AI engines already crawl you
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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 6, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/automationintesting
Cite this score: Engagemii (2026). "AEO Score for Automation in Testing." Retrieved from https://engagemii.com/aeo/brands/automationintesting
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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