AI Visibility Scorecard
CEO
ceobench.com · Technology
Borderline visible. AI bots can crawl CEO, 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
#1,682,747 of 2,705,024 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4.3/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
12
AI Adoption
iBasic · 12/100
About CEO
from our crawl and measurement
CEO describes itself simply: "CEO-Bench evaluates whether AI agents can steer a simulated AI startup for 500 days, testing long-term planning, adaptation, and coordination under uncertainty." When AI engines look at it, they find little to work with. It scores 4.3 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
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
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 4.3/10, CEO is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How Did Models Do?
Most state-of-the-art models struggle to complete the simulation without bankruptcy. Kimi K3 records the highest best-run cash at $22.15M and completes two of three runs, exceeding the rule-based baseline at $15.8M in its best run. Its third run bankrupts on day 158, showing substantial variation under the same seed.
How to Run CEO-Bench?
Check out our code repo. We offer three ways of running the benchmark: Simply paste a line to any coding agent capable of using terminal, and it can download the game and start playing. Replicate our experiment with a minimal bash script using the agent harness. Customize parameters of the simulator.
Is this your brand?
The exact fixes for CEO
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 CEO.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ceobench
Cite this score: Engagemii (2026). "AEO Score for CEO." Retrieved from https://engagemii.com/aeo/brands/ceobench
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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