AI Visibility Scorecard
QE Pilot — QA that runs itself
qepilot.com · Technology
Borderline visible. AI bots can crawl QE Pilot — QA that runs itself, 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 1 times
Claude
#2,265,831 of 2,705,505 in Technology for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
70
Muse Index Score
iAI agent readiness
Transactable · 70/100
13
AI Adoption
iBasic · 13/100
About QE Pilot — QA that runs itself
from our crawl and measurement
QE Pilot — QA that runs itself describes itself simply: "AI QA agent that learns your product, turns tickets into tests, and catches regressions before they ship." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
On the page, the fundamentals are in place: structured data on the page (Organization, WebSite, SoftwareApplication), an llms.txt file for AI models, a sitemap.
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
Fair
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
Fair
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 3.5/10, QE Pilot — QA that runs itself is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is QE Pilot?
QE Pilot is an AI agent that learns your product, turns tickets into tests, and catches regressions before they ship. It runs your QA end to end, so your team ships with confidence.
How does QE Pilot generate tests from tickets?
Point it at a ticket and QE Pilot writes the cases: happy paths, edge cases, and the failure modes a careful engineer would think to check. It builds domain context from your code, tickets, and docs with RAG, so its tests reflect how your product actually behaves.
How does QE Pilot work?
Connect — Point QE Pilot at your repo, tickets, and docs. Learn — It indexes your product and builds domain context. Test — It writes and runs tests on every change. Report — You get bugs filed and suites kept green.
Who built QE Pilot?
Asad Zaman, Sr. QA Engineer with 20+ years across every QA role. He studied computer science and has shipped software for startups and large teams across web, mobile, and back-end systems. He built QE Pilot to give QA engineers time back for judgment instead of rebuilding context and rewriting the same tests.
Is this your brand?
The exact fixes for QE Pilot — QA that runs itself
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/qepilot
Cite this score: Engagemii (2026). "AEO Score for QE Pilot — QA that runs itself." Retrieved from https://engagemii.com/aeo/brands/qepilot
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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