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AI Visibility Scorecard
Frank Mummolo, Ph.D., P.E. – Founder, 6 Cylinder Success®
6cylindereliteadvisor.com · Professional Services
Borderline visible. AI bots can crawl Frank Mummolo, Ph.D., P.E. – Founder, 6 Cylinder Success®, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#163,017 of 495,718 in Professional Services for AI visibility
5
/10
AEO Score
About Frank Mummolo, Ph.D., P.E. – Founder, 6 Cylinder Success®
from our crawl and measurement
6 Cylinder Success® describes itself simply: "Optimize strategy, systems, sales, operations, people & finance for profitability. Achieve profitability and growth in 30, 45 days with 6 Cylinder Success®." Its AI visibility score is 5.0 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (ProfessionalService, Organization, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5/10, Frank Mummolo, Ph.D., P.E. – Founder, 6 Cylinder Success® is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Frank Mummolo, Ph.D., P.E. – Founder, 6 Cylinder Success®
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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.
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Source & Attribution
Scored by Engagemii on September 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/6cylindereliteadvisor
Cite this score: Engagemii (2026). "AEO Score for Frank Mummolo, Ph.D., P.E. – Founder, 6 Cylinder Success®." Retrieved from https://engagemii.com/aeo/brands/6cylindereliteadvisor
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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