AI Visibility Scorecard
Nellie's Free Range
findnellies.com · E-commerce
Borderline visible. AI bots can crawl Nellie's Free Range, 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
#86,781 of 739,414 in E-commerce for AI visibility
44
AI Naming Predictability
iRarely named · 44/100
E-commerce average 18
Top 14% of E-commerce
See what's behind this score →4.2
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in E-commerce average 9. Claim your page and Engagemii is your first.
See what's behind this score →40
Muse Index Score
iAI agent readiness
Transactable · 40/100
E-commerce average 27
See what's behind this score →0
About Nellie's Free Range
from our crawl and measurement
Free Range Eggs and Grass-Fed Butter is a Salem, NH business whose own site puts it this way: "Nellie’s Free Range eggs are Certified Humane, sourced from family farms dedicated to animal welfare and delivering eggs rooted in kindness." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found structured data on the page (Organization, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
- Company ·
- Nellie's Free Range
- Website ·
- findnellies.com
- Industry ·
- E-commerce
- Location ·
- Salem, NH
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Oct 3, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
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 4.2/10, Nellie's Free Range is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What's the difference between free-range and cage-free?
If you're here, chances are you know (or have a hunch) that free-range is a better choice for your family, our hens, and the planet.
How to Live Like Nellie and Her Hen Friends?
She's a pretty big deal around the farm: Nellie knows where to find all the juiciest worms and the best spots for a dust bath. No wonder she's so popular among her gaggle of gals! When it comes to free-range living, she “kind” of has it all figured out.
Is this your brand?
The exact fixes for Nellie's Free Range
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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 October 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/findnellies
Cite this score: Engagemii (2026). "AEO Score for Nellie's Free Range." Retrieved from https://engagemii.com/aeo/brands/findnellies
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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