AI Visibility Scorecard
Cape Merc
brewstermerc.com · E-commerce
Borderline visible. AI bots can crawl Cape Merc, 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 2 times
Claude · ShapBot
#207,847 of 739,340 in E-commerce for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
E-commerce average 18
Top 41% of E-commerce
See what's behind this score →4
-
Network Authority
iNot connected yet
E-commerce average 0.0
0 relationships · E-commerce average 9
See what's behind this score →70
Muse Index Score
iAI agent readiness
Transactable · 70/100
E-commerce average 27
See what's behind this score →0
About Cape Merc
from our crawl and measurement
Cape Merc, based in Brewster, MA, describes itself simply: "When you're in a pinch to add some extra nautical aura, this Lobster reclaimed sail wristlet is here to save the day and is truly claw-some." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (WebSite, Organization, Product) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Cape Merc
- Website ·
- brewstermerc.com
- Industry ·
- E-commerce
- Location ·
- Brewster, MA
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Sep 30, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
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.
Off-page authority
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 4/10, Cape Merc is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Cape Merc
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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 September 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/brewstermerc
Cite this score: Engagemii (2026). "AEO Score for Cape Merc." Retrieved from https://engagemii.com/aeo/brands/brewstermerc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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