AI Visibility Scorecard
Chip O'Toole / Design Director
chipotoole.com · Media & Entertainment
Borderline visible. AI bots can crawl Chip O'Toole / Design Director, 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
#1,297,734 of 1,966,161 in Media & Entertainment for AI visibility
4
AEO Visibility
iBorderline · 4.1/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About Chip O'Toole / Design Director
from our crawl and measurement
Chip O'Toole / Design Director is a business whose own site puts it this way: "<p>Design Director @ BEAM Interactive, Founder of Humans Helping Robots, and Creator of Weather Simple for iOS.</p>." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.1 out of 10.
On the page itself the strengths are clear: sitemaps and entity links AI can follow. It is passable on a workable page structure, a partly stated business identity, a few credibility markers and basic crawler access. What holds it back is structured data describing the business.
Off the page there is only faint evidence that the domain is only lightly established. Beyond that, almost no other sites link to it, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Fair
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
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 4.1/10, Chip O'Toole / Design Director is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Chip O'Toole / Design Director
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/chipotoole
Cite this score: Engagemii (2026). "AEO Score for Chip O'Toole / Design Director." Retrieved from https://engagemii.com/aeo/brands/chipotoole
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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