AI Visibility Scorecard
cuttlekit — generative UI toolkit
cuttlekit.com · Technology
Borderline visible. AI bots can crawl cuttlekit — generative UI toolkit, 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 7 times
Claude · Apple Intelligence · Meta AI
#1,895,362 of 2,705,505 in Technology for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.6/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
4
AI Adoption
iBasic · 4/100
About cuttlekit — generative UI toolkit
from our crawl and measurement
cuttlekit generative UI toolkit is a business whose own site puts it this way: "cuttlekit, describe what you need, get a fully interactive UI. No templates, no code." When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
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 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
Weak
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
Fair
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
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
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 3.6/10, cuttlekit — generative UI toolkit is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
WHAT IS THIS?
A generative UI toolkit that wires LLMs to a browser. You describe a UI, it builds one. Every button works, every form submits. 01 "Build me a project dashboard with task tracking" JUST DESCRIBE IT Plain language in, working interface out. 02 WATCH IT APPEAR HTML appears as the LLM writes it. You see your UI take shape in real‑time. 03 CLICK DRAG TYPE FULLY INTERACTIVE Not a static mockup.
Is this your brand?
The exact fixes for cuttlekit — generative UI toolkit
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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 August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cuttlekit
Cite this score: Engagemii (2026). "AEO Score for cuttlekit — generative UI toolkit." Retrieved from https://engagemii.com/aeo/brands/cuttlekit
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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