AI Visibility Scorecard
Dominic Wilcox
variationsonnormal.com · Media & Entertainment
Borderline visible. AI bots can crawl Dominic Wilcox, 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 10 times
Meta AI · Claude · Apple Intelligence · Perplexity
#55,216 of 1,966,667 in Media & Entertainment for AI visibility
2
5
AEO Visibility
iBorderline · 4.7/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Dominic Wilcox
from our crawl and measurement
Dominic Wilcox describes itself simply: "We ask children to think up invention ideas, draw them then we ask skilled makers to turn the most interesting into real things for exhibition." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and 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
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Strong
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
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 4.7/10, Dominic Wilcox is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What to do when you spill red wine on your carpet?
February 3, 2015February 3, 2015 Dominic (admin)1 Comment The sight of red wine spilling on a cream carpet has traumatised many before. Panic kicks in and various desperate methods are used to remove the stain. However my idea is quite the opposite of this approach. Let’s make the most of this bordeaux blunder.
Is this your brand?
The exact fixes for Dominic Wilcox
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Dominic Wilcox.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/variationsonnormal
Cite this score: Engagemii (2026). "AEO Score for Dominic Wilcox." Retrieved from https://engagemii.com/aeo/brands/variationsonnormal
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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