AI Visibility Scorecard
scottwilliamsonadvisor.com · Technology
Borderline visible. AI bots can crawl Product Advisory Service, 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 4 times
Meta AI · Claude · ChatGPT
#1,075,747 of 2,706,565 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.9/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
4
AI Adoption
iBasic · 4/100
from our crawl and measurement
Product Advisory Service describes itself simply: "Product advisor helping founders and product leaders accelerate growth through product strategy, team building, and execution excellence." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 out of 10.
Our crawl found structured data on the page (Person, ProfessionalService, Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
Strong · Good · Fair · Weak
Structured Data
Good
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
Strong
Sitemaps and entity links AI can follow.
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.
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 4.9/10, Product Advisory Service is crawlable but under-signaled - fixable, and the signals above are where to start.
How can I help Founders and Heads of Product?
60% of clientsFoundersYou know your vision. I help you translate it into product strategy that resonates with your market. Together, we refine your ICP, pricing model, and go-to-market approach until they click.40% of clientsHeads of ProductYou need to evolve as fast as your company grows.
Is this your brand?
The exact fixes for Product Advisory Service
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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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Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/scottwilliamsonadvisor
Cite this score: Engagemii (2026). "AEO Score for Product Advisory Service." Retrieved from https://engagemii.com/aeo/brands/scottwilliamsonadvisor
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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