AI Visibility Scorecard
CSS Grid
cssgrid.io · Education
Somewhat visible. AI bots can read CSS Grid, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#276,506 of 937,395 in Education for AI visibility
83
AI Naming Predictability
iLikely to be named · 83/100
5
AEO Visibility
iBorderline · 5.2/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About CSS Grid
from our crawl and measurement
CSS Grid describes itself simply: "Commit to it publicly and invite some friends to join you.TweetShare on FacebookLike Wes BosFollow @WesBosCSS Grid is a brand new layout system in CSS!." 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 a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once 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
Weak
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
Fair
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
Weak
No inbound links found yet.
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
Fair
Forum and community discussion.
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, CSS Grid has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Wes, How is this Free!? What's the Catch?
No catch! A huge thanks to Mozilla Firefox who has sponsored my time to create this course and offer it up for free. Firefox packs some of the best dev tools and in particular their CSS Grid Dev tools make understanding, debugging and visualizing complex grid layouts a snap.Hey, I'm Wes Bos
Is this your brand?
The exact fixes for CSS Grid
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 CSS Grid.
Source & Attribution
Scored by Engagemii on September 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cssgrid-io
Cite this score: Engagemii (2026). "AEO Score for CSS Grid." Retrieved from https://engagemii.com/aeo/brands/cssgrid-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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