AI Visibility Scorecard
blog.deps.dev · Technology
Somewhat visible. AI bots can read blog.deps.dev, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Claude · Apple Intelligence · Meta AI
#100,106 of 2,705,505 in Technology for AI visibility
70
5
AEO Visibility
iBorderline · 5.4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
12
AI Adoption
iBasic · 12/100
from our crawl and measurement
"Signals for safer dependencies from deps.dev Nicky Ringland, Elitsa Bankova, Open Source Insights Team June 9, 2026 Modern software development relies heavily on the open-source ecosystem." That is how blog.deps.dev introduces itself. Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 5 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and Meta AI.
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
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
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
Good
Forum and community discussion.
Social Mentions
Weak
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, blog.deps.dev has a working base to build on - fixable, and the signals above are where to start.
Why does this matter?
Build tooling is a critical part of the software supply chain – vulnerabilities in build plugins can be as dangerous as those in application-level dependencies. By providing visibility into these plugins, deps.dev is one step closer to giving developers a more complete understanding of their project’s security posture.
What’s next?
Data is currently only served for gem versions with the default platform “ruby”. In the future, we plan to serve data for all gem versions regardless of platform.
How does knowing the base image help?
Not knowing the base image makes analyzing images for vulnerabilities difficult. While we’ve been using a simple image as an example, in practice, many images are built from multiple base images chained together. If you don’t know which of these images introduced a vulnerability, it’s difficult to remediate that vulnerability.
How does the container base image API work?
As mentioned above, an image is made up of file system layers, a manifest file and a configuration file. The manifest and config files don’t explicitly tell us the base image of an image is. However they do provide an ordered, content-addressed list of the layers. A layer is an archive of added and deleted files. They can be content-addressed by their diff ID (a hash of the decompressed archive).
How can I use this?
The easiest way to try this out is by using the new OSV-Scanner v2 release (blog) which leverages QueryContainerImages to scan containers for vulnerabilities and attribute them to layers. osv-scanner scan image Example output from the osv-scanner scan image command.
Is this your brand?
The exact fixes for blog.deps.dev
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Already have an account? Sign in
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 blog.deps.dev.
Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/blog-deps-dev
Cite this score: Engagemii (2026). "AEO Score for blog.deps.dev." Retrieved from https://engagemii.com/aeo/brands/blog-deps-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform