AI Visibility Scorecard
eztest.ai · Technology
Borderline visible. AI bots can crawl Belsterns, 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
Claude · Apple Intelligence · Meta AI · Perplexity
#1,428,566 of 2,704,334 in Technology for AI visibility
24
AI Naming Predictability
iRarely named · 24/100
Technology average 28
Top 41% of Technology
See what's behind this score →4
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →85
Muse Index Score
iAI agent readiness
Transactable · 85/100
Technology average 17
See what's behind this score →4
from our crawl and measurement
"EZTest is a lightweight, open-source, self-hosted test management platform. Organize test cases, suites, runs, and defects in one transparent platform built for modern QA and engineering." That is how Belsterns introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (SoftwareApplication, Organization, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 9 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and Meta AI.
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Fair
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 read your site and name it in answers. At 4/10, Belsterns is crawlable but under-signaled - fixable, and the signals above are where to start.
What is EZTest?
EZTest is a lightweight, open-source, self-hosted test management platform built for modern QA and engineering teams. It lets you organize test cases, test suites, test runs, and defects in a single transparent platform.
Is EZTest free to use?
Yes. EZTest is 100 % free and open-source under the AGPL-3.0 license. There are no per-user fees, no feature gates, and no premium tiers.
Can I self-host EZTest?
Absolutely. EZTest is designed to be self-hosted. You can deploy it with Docker, run it as a standalone Node.js application, or use House Of FOSS for fully managed hosting.
What features does EZTest offer?
EZTest provides test case management, test suite organization, test run execution with pass/fail tracking, integrated defect tracking, module-based hierarchy, CSV and XML import/export, role-based access control, API keys for CI/CD, and file attachments.
What tech stack does EZTest use?
EZTest is built with Next.js (TypeScript) for both frontend and backend, PostgreSQL via Prisma ORM for the database, NextAuth.js for authentication, and S3-compatible storage for file attachments.
How does EZTest compare to TestRail or Zephyr?
Unlike TestRail or Zephyr, EZTest is fully open-source, self-hosted, and has no per-user pricing. You get complete data ownership, full source code access, and can run unlimited users at no additional cost.
What is House Of FOSS?
House Of FOSS is a managed hosting service that deploys and maintains EZTest for you. It offers enterprise-grade support, 99 % uptime, 24/7 assistance, and can save up to 60 % on software costs compared to commercial tools.
Does EZTest support CI/CD integration?
Yes. EZTest supports JUnit XML import/export for test runs and provides API keys that can be used in CI/CD pipelines to automate test result reporting.
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/eztest-ai
Cite this score: Engagemii (2026). "AEO Score for Belsterns." Retrieved from https://engagemii.com/aeo/brands/eztest-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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