AI Visibility Scorecard
testery.com · Technology
Somewhat visible. AI bots can read Testery, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 14 times
Meta AI · Claude · Apple Intelligence · Perplexity
#102,300 of 2,707,444 in Technology for AI visibility
6
AEO Visibility
iVisible · 6.2/10
75
Muse Index Score
iAI agent readiness
Transactable · 75/100
30
AI Adoption
iBasic · 30/100
from our crawl and measurement
Testery describes itself simply: "Testery is a test orchestration and verification platform for AI-driven development. Run your tests fast and flake-free, gate every deploy, and independently verify AI-generated code." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.2 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. What holds it back is credibility markers like credentials or reviews.
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 once in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
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.
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.
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 6.2/10, Testery has a working base to build on - fixable, and the signals above are where to start.
AI writes code fast.Who checks that it works?
AI agents generate code in seconds. But "it compiles" is not "it works." Flaky tests, broken edge cases, and green-looking CI that lies are how AI-written code reaches production broken. You need a layer that actually runs the tests, every time, and refuses to let bad code through. How it works
Is this your brand?
The exact fixes for Testery
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Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/testery
Cite this score: Engagemii (2026). "AEO Score for Testery." Retrieved from https://engagemii.com/aeo/brands/testery
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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