AI Visibility Scorecard
CEO
ceobench.com · Technology
At 2.22/10, CEO is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Claude · Apple Intelligence
Top 25% in Technology for AI visibility
27
AI Naming Predictability
iRarely named · 27/100
Technology average 28
Top 36% of Technology
See what's behind this score →2.22
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Technology average 17
See what's behind this score →12
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 2.22 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.
- Company ·
- CEO
- Website ·
- ceobench.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page 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.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 2.22/10, CEO is near-invisible to AI engines today. That is 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.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on November 9, 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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