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AI Visibility Scorecard
DevOps Diaries
abakonski.com · Technology
Borderline visible. AI bots can crawl DevOps Diaries, 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 5 times
Meta AI · Apple Intelligence · Claude
#1,660,804 of 2,655,320 in Technology for AI visibility
4.2
/10
AEO Score
About DevOps Diaries
from our crawl and measurement
"DevOps Diaries Some dev, some ops, some randomness Home ECS Resolving 502 and 504 errors in ECS apps A while ago, I noticed a significant number of 502 and 504 errors in our production APIs." That is how DevOps Diaries introduces itself. When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found structured data on the page (WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
2
Established authority for your domain.
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.
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 4.2/10, DevOps Diaries is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for DevOps Diaries
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for DevOps Diaries.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/abakonski
Cite this score: Engagemii (2026). "AEO Score for DevOps Diaries." Retrieved from https://engagemii.com/aeo/brands/abakonski
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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