AI Visibility Scorecard
QA Architect
qaarchitect.net · Technology
Borderline visible. AI bots can crawl QA Architect, 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 10 times
Meta AI · Claude · ShapBot · Perplexity
#859,781 of 2,705,697 in Technology for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 64% of Technology companies
4
AEO Visibility
iBorderline · 4.2/10
75
Muse Index Score
iAI agent readiness
Transactable · 75/100
17
AI Adoption
iBasic · 17/100
About QA Architect
from our crawl and measurement
QA Architect is a business whose own site puts it this way: "AI-powered Chrome extension that generates comprehensive automated tests for any webpage in seconds. Export to Playwright, run tests in browser, and accelerate your QA workflow." 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 (SoftwareApplication, FAQPage, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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, QA Architect is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What types of tests does QA Architect generate?
QA Architect generates functional tests for form inputs (valid/invalid values, empty fields), button interactions, navigation links, and more. Each test includes expected outcomes and actual results.
Do I need coding experience to use QA Architect?
No! Simply click 'Scan Page' and tests are generated automatically. You can run them directly in your browser without writing any code.
How does the Playwright export work?
Click 'Export to Playwright' to download a complete test file you can run with Playwright. Tests are properly structured with describe blocks, beforeEach hooks, and assertions.
What browsers are supported by QA Architect?
QA Architect works on Chrome and other Chromium-based browsers (Edge, Brave, etc.). Firefox and Safari support is coming soon.
Can I test password-protected pages?
Yes! Since the extension runs in your browser session, you can test any page you're logged into, including staging environments and internal tools.
How is my data handled by QA Architect?
Page structure is sent to AI for analysis, but no sensitive data is stored. Your data is processed securely and never shared with third parties.
Is this your brand?
The exact fixes for QA Architect
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 QA Architect.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/qaarchitect-net
Cite this score: Engagemii (2026). "AEO Score for QA Architect." Retrieved from https://engagemii.com/aeo/brands/qaarchitect-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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