▼ 2.2 since Jul 2026
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AI Visibility Scorecard
Ichabod Flat Oysters
ichabodflat.com · Other
At 2.8/10, Ichabod Flat Oysters 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 1 times
Claude
3
AEO Visibility
iNear-invisible · 2.8/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About Ichabod Flat Oysters
from ichabodflat.com
Ichabod Flat Oysters is the oldest aquaculture farm in Plymouth, MA, and has been serving their shellfish to Boston and beyond since 2010.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
Clear headings and answer-style content.
Entity Clarity
5
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
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 Authority
1
Established authority for your domain.
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.
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 2.8/10, Ichabod Flat Oysters is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Ichabod Flat Oysters
Which AI engines already crawl you
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
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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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ichabodflat
Cite this score: Engagemii (2026). "AEO Score for Ichabod Flat Oysters." Retrieved from https://engagemii.com/aeo/brands/ichabodflat
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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