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AI Visibility Scorecard
Whiskey Consensus
whiskeyconsensus.com · media production
Somewhat visible. AI bots can read Whiskey Consensus, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#19,130 of 624,296 in Nonprofits for AI visibility
6.4
/10
AEO Score
About Whiskey Consensus
from whiskeyconsensus.com
Whiskey Consensus publishes in-depth expert whiskey reviews scored across five categories — plus Community Consensus Scores on every bottle. Bourbon, rye, Scotch, and more, all scored the same way sin
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
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
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 6.4/10, Whiskey Consensus has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Whiskey Consensus
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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/whiskeyconsensus
Cite this score: Engagemii (2026). "AEO Score for Whiskey Consensus." Retrieved from https://engagemii.com/aeo/brands/whiskeyconsensus
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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