AI Visibility Scorecard
Vince Miller Photo
vmillerphoto.substack.com · Sports & Recreation
Borderline visible. AI bots can crawl Vince Miller Photo, 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 2 times
Claude · Apple Intelligence
#6,704 of 251,591 in Sports & Recreation for AI visibility
70
AI Naming Predictability
iNamed occasionally · 70/100
Sports & Recreation average 17
Top 3% of Sports & Recreation
See what's behind this score →4.7
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Sports & Recreation average 3. 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
Sports & Recreation average 16
See what's behind this score →0
About Vince Miller Photo
from our crawl and measurement
Vince Miller Photo is a business whose own site puts it this way: "Vince Miller Photo is a collection of photos, past and present. My main subjects are Sports and Infrared." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
- Company ·
- Vince Miller Photo
- Website ·
- vmillerphoto.substack.com
- Industry ·
- Sports & Recreation
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Aug 1, 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
Weak
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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
Strong
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Strong
Press and news coverage.
Community
Strong
Forum and community discussion.
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 4.7/10, Vince Miller Photo is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Vince Miller Photo
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/vmillerphoto-substack
Cite this score: Engagemii (2026). "AEO Score for Vince Miller Photo." Retrieved from https://engagemii.com/aeo/brands/vmillerphoto-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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