AI Visibility Scorecard
devopsvoyage.com · Technology
At 3.18/10, DevOps Voyage is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Domain Trust. That is fixable, and the signals below show where to start.
AI engines read this profile 20 times
Claude · Meta AI · Apple Intelligence · Parallel
Top 25% in Technology for AI visibility
49
AI Naming Predictability
iRarely named · 49/100
Technology average 28
Top 15% of Technology
See what's behind this score →3.18
-
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 →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
Technology average 17
See what's behind this score →0
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 read this profile 20 times in our tracking, including ClaudeBot (Anthropic), Meta AI and Applebot (Siri).
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.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 3.18/10, DevOps Voyage is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
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
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 9, 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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