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AI Visibility Scorecard
Ledgebrook Farm
ledgebrookfarmnh.com · dairy
Borderline visible. AI bots can crawl Ledgebrook Farm, 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
#1,140,374 of 1,737,012 in Food & Beverage for AI visibility
3.8
/10
AEO Score
About Ledgebrook Farm
from our crawl and measurement
Ledgebrook Farm is a Gilsum, New Hampshire business whose own site puts it this way: " At Ledgebrook Farm, a family run business in Gilsum, NH, we specialize in boarding, lessons, and training." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.8 out of 10.
Our crawl found crawler access and the files AI engines look for, a clearly stated business identity. It also found the gaps that keep answer engines guessing: credibility markers like credentials or reviews, sitemaps and entity links AI can follow.
Off the page there is almost nothing to corroborate it: 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. That half of the score is earned elsewhere on the web, not on the site itself.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
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
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.
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 3.8/10, Ledgebrook Farm is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Ledgebrook Farm
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Ingredient Label Has a Story. Is Anyone Telling It?
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Ledgebrook Farm.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ledgebrookfarmnh
Cite this score: Engagemii (2026). "AEO Score for Ledgebrook Farm." Retrieved from https://engagemii.com/aeo/brands/ledgebrookfarmnh
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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