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AI Visibility Scorecard
Mangrove Jack's
mangrovejacks.com · Food & Beverage
Somewhat visible. AI bots can read Mangrove Jack's, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Meta AI
#23,931 of 1,361,410 in Food & Beverage for AI visibility
6.2
/10
AEO Score
About Mangrove Jack's
from our crawl and measurement
Mangrove Jack's describes itself simply: "We’re here to help you brew with confidence, to have fun and to produce great tasting beer in the process. It just requires a little bravery and courage to get started." Its AI visibility score is 6.1 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found an llms.txt file for AI models and a sitemap. It is missing structured data describing the business and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
3
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 6.2/10, Mangrove Jack's has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Mangrove Jack's
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Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mangrovejacks
Cite this score: Engagemii (2026). "AEO Score for Mangrove Jack's." Retrieved from https://engagemii.com/aeo/brands/mangrovejacks
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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