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AI Visibility Scorecard
Craig Herrera
www.golfroseville.com · Education
Borderline visible. AI bots can crawl Craig Herrera, 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 1 times
Claude
#801,111 of 891,059 in Education for AI visibility
3.2
/10
AEO Score
About Craig Herrera
from our crawl and measurement
Craig Herrera is a business whose own site puts it this way: "Discover the best golfing experience in Roseville, CA, at Woodcreek Golf Club and Diamond Oaks Golf Course." When AI engines look at it, they find little to work with. It scores 3.2 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, credibility markers like credentials or reviews, the technical files AI engines look for, such as llms.txt or an open robots.txt, which are the first things an answer engine looks for.
The wider web has little to say about it yet: AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look. Those signals cannot be fixed on the page, they have to be earned.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
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 Trust
2
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3.2/10, Craig Herrera is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Craig Herrera
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/www-golfroseville
Cite this score: Engagemii (2026). "AEO Score for Craig Herrera." Retrieved from https://engagemii.com/aeo/brands/www-golfroseville
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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