AI Visibility Scorecard
Curious Toad
curioustoad.com · Technology
Borderline visible. AI bots can crawl Curious Toad, 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 1 times
Claude
#2,199,785 of 2,707,520 in Technology for AI visibility
3
AEO Visibility
iNear-invisible · 3.3/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Curious Toad
from our crawl and measurement
Curious Toad is a business whose own site puts it this way: "(Although I'm not actually short #SurnameProblems.) I'm a freelance web designer, developer and UX consultant." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.3 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.
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
Fair
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 3.3/10, Curious Toad is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Who is Curious Toad, anyway?
That's my codename... Name's Short. Rob Short. (Although I'm not actually short #SurnameProblems.) I'm a freelance web designer, developer and UX consultant.
Send communique?
I'm stretching this spy theme a bit far now... Email Twitter LinkedIn ‐‐End transmission‐‐
Is this your brand?
The exact fixes for Curious Toad
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 Curious Toad.
Source & Attribution
Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/curioustoad
Cite this score: Engagemii (2026). "AEO Score for Curious Toad." Retrieved from https://engagemii.com/aeo/brands/curioustoad
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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