AI Visibility Scorecard
DevOps Voyage
devopsvoyage.com · Technology
Somewhat visible. AI bots can read DevOps Voyage, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 18 times
Claude · Meta AI · Apple Intelligence
#846,018 of 2,705,606 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About DevOps Voyage
from our crawl and measurement
DevOps Voyage describes itself simply: "DevOps VoyageAboutOct 22, 2018How to: Execute RSpec in parallel locallyPrevious posts were focusing on parallel execution when running the test suite on CI nodes." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.3 out of 10, readable in places, missing in others.
Under the hood there is structured data on the page (WebSite) and a sitemap and a readable heading structure, but the score is capped by what is missing: an llms.txt file.
AI crawlers have visited the site 5 times in our tracking, so the engines are already looking.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
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.
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 5.1/10, DevOps Voyage has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
How to: Execute RSpec in parallel locally?
Previous posts were focusing on parallel execution when running the test suite on CI nodes. This time we will see how we can run it locally as well. Read more...Sep 26, 2018
How to: Get most of the database cleaner?
The second part from fast and stable test suite series. We will see how various strategies for cleaning the database in tests can speed up test suite even more. Read more...Sep 12, 2018
How to: Road to fast and stable test suite?
A beginning of the story on how we speed up test suite in one of the projects at Akelius from one hour to less than 10 minutes. Read more...© 2018 - 2019 Leszek Zalewski, subscribe via RSS
Is this your brand?
The exact fixes for DevOps Voyage
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/devopsvoyage
Cite this score: Engagemii (2026). "AEO Score for DevOps Voyage." Retrieved from https://engagemii.com/aeo/brands/devopsvoyage
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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