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AI Visibility Scorecard
fishlv.com · Sports & Recreation
Borderline visible. AI bots can crawl Los Vaqueros, 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
#81,358 of 179,910 in Sports & Recreation for AI visibility
4.8
/10
AEO Score
from our crawl and measurement
Los Vaqueros is a business whose own site puts it this way: "The reservoir and watershed is also available to the public as a year-round, day-use area ideal for fishing, boating, hiking, and picnicking, located between Brentwood and Livermore." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.8 out of 10.
On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity and sitemaps and entity links AI can follow. What holds it back is the technical files AI engines look for, such as llms.txt or an open robots.txt, structured data describing the business and credibility markers like credentials or reviews.
Away from its own site, other sites link to it. Beyond that, the domain does not yet read as established, 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 and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
It does link out to several social profiles, which helps engines tie the brand together.
Higher is better · 0-10
Structured Data
1
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
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
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.
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 4.8/10, Los Vaqueros is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Los Vaqueros
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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fishlv
Cite this score: Engagemii (2026). "AEO Score for Los Vaqueros." Retrieved from https://engagemii.com/aeo/brands/fishlv
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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