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AI Visibility Scorecard
mumnets.com · E-commerce
At 3/10, Pork & Plants Heritage Farm is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 3 times
Claude · Apple Intelligence · Meta AI
#548,071 of 639,048 in E-commerce for AI visibility
3
/10
AEO Score
from our crawl and measurement
"After all the time and energy that you put into your mums, the last thing you need is to dump or discount them due to damage." That is how Mumnets introduces itself. When AI engines look at it, they find little to work with. It scores 3.0 out of 10.
Our crawl found structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
7
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
8
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion 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 3/10, Pork & Plants Heritage Farm is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Pork & Plants Heritage Farm
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mumnets
Cite this score: Engagemii (2026). "AEO Score for Pork & Plants Heritage Farm." Retrieved from https://engagemii.com/aeo/brands/mumnets
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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