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AI Visibility Scorecard
The Alchemy Lounge by MacGregor's
alchemyloungecb.com · Food & Beverage
At 2.9/10, The Alchemy Lounge by MacGregor's 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
#1,144,449 of 1,354,896 in Food & Beverage for AI visibility
2.9
/10
AEO Score
About The Alchemy Lounge by MacGregor's
from our crawl and measurement
The Alchemy Lounge by MacGregor's is a business whose own site puts it this way: "We are an up-scale cocktail lounge,right in the heart of Cannon Beach." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.9 out of 10.
Our crawl found structured data on the page (WebSite, LocalBusiness), a sitemap. It also found the gaps that keep answer engines guessing: an llms.txt file, a heading structure that lays out what it offers.
AI crawlers have visited the site once in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
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 2.9/10, The Alchemy Lounge by MacGregor's is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Alchemy Lounge by MacGregor's
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for The Alchemy Lounge by MacGregor's.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/alchemyloungecb
Cite this score: Engagemii (2026). "AEO Score for The Alchemy Lounge by MacGregor's." Retrieved from https://engagemii.com/aeo/brands/alchemyloungecb
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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