AI Visibility Scorecard
SBOMit
sbomit.dev · Technology
Somewhat visible. AI bots can read SBOMit, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Meta AI
#666,678 of 2,704,685 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.2/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About SBOMit
from our crawl and measurement
"SBOMit enriches SBOMs with build-time attestations from Witness (in-toto), producing accurate, verifiable, tamper-evident software component inventories." That is how SBOMit introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Good
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 5.2/10, SBOMit has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What is SBOMit?
SBOMit addresses this by moving SBOM generation closer to the build. It integrates with Witness, a supply chain attestation framework built on in-toto to instrument each build step and record cryptographically signed attestations capturing exactly what ran, what files were accessed, what packages were downloaded, and what network calls were made. SBOMit is not itself a replacement for SBOM tools.
Is this your brand?
The exact fixes for SBOMit
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 SBOMit.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sbomit-dev
Cite this score: Engagemii (2026). "AEO Score for SBOMit." Retrieved from https://engagemii.com/aeo/brands/sbomit-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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