AI Visibility Scorecard
QASource
webaii.com · Technology
Somewhat visible. AI bots can read QASource, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Claude
#566,692 of 2,705,620 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.3/10
15
Muse Index Score
iAI agent readiness
Basic · 15/100
12
AI Adoption
iBasic · 12/100
About QASource
from our crawl and measurement
Human-Led Software Testing, Sharpened by AI, based in Pleasanton, CA, describes itself simply: "Unlock the power of AI-driven QA and testing. QASource provides comprehensive services to help you accelerate development and build better software." Its AI visibility score is 5.3 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (FAQPage, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Strong
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
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 5.3/10, QASource has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Is Your Testing Keeping Pace With AI-driven Development?
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Is this your brand?
The exact fixes for QASource
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 15, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/webaii
Cite this score: Engagemii (2026). "AEO Score for QASource." Retrieved from https://engagemii.com/aeo/brands/webaii
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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