AI Visibility Scorecard
DevOpser: One open-source template. A whole fleet of live products
devopser.io · Technology
Somewhat visible. AI bots can read DevOpser: One open-source template. A whole fleet of live products, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Claude · Meta AI · Apple Intelligence
#181,486 of 2,707,789 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
12
AI Adoption
iBasic · 12/100
About DevOpser: One open-source template. A whole fleet of live products
from our crawl and measurement
"DevOpser is a set of Claude skills for vibe-coding your own app and launching a self-funded startup. Point Claude at the open-source template, ship whatever you need, and own the code." That is how DevOpser introduces itself. Its AI visibility score is 5.9 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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
Fair
Established authority for your domain.
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 5.9/10, DevOpser: One open-source template. A whole fleet of live products has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for DevOpser: One open-source template. A whole fleet of live products
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/devopser-io
Cite this score: Engagemii (2026). "AEO Score for DevOpser: One open-source template. A whole fleet of live products." Retrieved from https://engagemii.com/aeo/brands/devopser-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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