AI Visibility Scorecard
TestQuality
testquality.com · Technology
Borderline visible. AI bots can crawl TestQuality, 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 7 times
Meta AI · Claude · ShapBot
#859,779 of 2,705,697 in Technology for AI visibility
2
AI Naming Predictability
iRarely named · 2/100
More likely to be named than 81% of Technology companies
4
AEO Visibility
iBorderline · 4.2/10
55
Muse Index Score
iAI agent readiness
Agent-ready · 55/100
12
AI Adoption
iBasic · 12/100
About TestQuality
from our crawl and measurement
"TestQuality is a test management platform with native GitHub and Jira integration, built by Bitmodern Inc. for QA teams running AI-assisted and continuous testing workflows." That is how TestQuality of Jonestown, Texas introduces itself. When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found structured data on the page (Place, Corporation, Organization), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 7 times in our tracking, including ClaudeBot (Anthropic), Meta AI and ShapBot (Parallel).
The 6 signals AI reads
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
Strong
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
Strong
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 4.2/10, TestQuality is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Are you validating the quality of your AI-generated code?
01Test plan driven test managementThe only test management solution that helps you build a robust, results-driven test plan and then powers your test management directly from it.02100% history log of every actionEvery user and database action is logged and retained for reporting and auditing, for full traceability and accountability.03Blended manual to automation journeyTesting usually starts manual and moves toward.
How do you want to build quality?Test management that speaks GherkinBring your Playwright runs home?
Classic TestQuality test management, or Levr, our newest platform built for teams working with AI coding agents.Keep your scenarios, run them, and link every one to the story it proves. Or stay with classic TestQuality.Results, flaky tests and failures next to the issues they belong to.
Is this your brand?
The exact fixes for TestQuality
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for TestQuality.
Source & Attribution
Scored by Engagemii on October 25, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/testquality
Cite this score: Engagemii (2026). "AEO Score for TestQuality." Retrieved from https://engagemii.com/aeo/brands/testquality
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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