AI Visibility Scorecard
Circulus
circulusstudio.com · Technology
Borderline visible. AI bots can crawl Circulus, 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
#2,265,355 of 2,705,855 in Technology for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 20% of Technology companies
4
AEO Visibility
iNear-invisible · 3.5/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Circulus
from our crawl and measurement
"Circulus turns influence, expertise, and distribution into enterprise through representation, hands-on operating partnership, and venture building." That is how Circulus introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 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
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 3.5/10, Circulus is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What are youbuilding from?
Start with the asset. Explore the world we could build around it. An audience Expertise or IP A product A business STARTING ASSETTrusted audience POSSIBILITYA direct relationship ONE ASSET. A WORLD OF POSSIBILITY.
What couldthis become?
Ideas worth exploring.Businesses worth building. WORKING THESIS / 01The next businessinside your audience.What changes when distribution becomes a direct relationship?Explore the idea ↗ OPERATING NOTE / 02A strategy needsan operator.Give the ambition a system—and someone accountable for running it.Explore the idea ↗ WORKING THESIS / 03Start withthe advantage.The strongest starting point may already be in the.
What could webuild together?
Tell Scott about your starting point. Review your brief, then open it in your email app to send.Your name (optional)What are you starting with?An audienceExpertise or intellectual propertyA productAn existing businessWhat would you like to build?Review my conversation brief ↗Your brief stays in this browser until you choose to email or download it.
Is this your brand?
The exact fixes for Circulus
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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 Circulus.
Source & Attribution
Scored by Engagemii on October 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/circulusstudio
Cite this score: Engagemii (2026). "AEO Score for Circulus." Retrieved from https://engagemii.com/aeo/brands/circulusstudio
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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