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AI Visibility Scorecard
Sam Williams
samwilliamsofficial.com · Media & Entertainment
Somewhat visible. AI bots can read Sam Williams, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · ChatGPT · Meta AI
#132,593 of 1,898,903 in Media & Entertainment for AI visibility
6.1
/10
AEO Score
About Sam Williams
from our crawl and measurement
Sam Williams is a Santa Monica, CA business whose own site puts it this way: "In 2021, Williams released his debut album, Glasshouse Children, which was a testament to his brilliant lyricism and soulful vocals and received rave reviews from Rolling Stone, Music Row." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
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 6.1/10, Sam Williams has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Sam Williams
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/samwilliamsofficial
Cite this score: Engagemii (2026). "AEO Score for Sam Williams." Retrieved from https://engagemii.com/aeo/brands/samwilliamsofficial
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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