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AI Visibility Scorecard
eztest.ai · Technology
Somewhat visible. AI bots can read Belsterns, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · Apple Intelligence
#512,060 of 2,655,479 in Technology for AI visibility
5.4
/10
AEO Score
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 it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
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 2 times in our tracking, including ClaudeBot (Anthropic).
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
5
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion found yet.
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 5.4/10, Belsterns has a working base to build on - 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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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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Scored by Engagemii on July 31, 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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