AI Visibility Scorecard
Outta The Way Cafe
bluecollarcarryout.com · Food & Beverage
Borderline visible. AI bots can crawl Outta The Way Cafe, 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 4 times
ChatGPT · Claude · Meta AI · Perplexity
#377,976 of 1,391,744 in Food & Beverage for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Food & Beverage average 12
Top 80% of Food & Beverage
See what's behind this score →4
-
Network Authority
iNot connected yet
Food & Beverage average 0.0
0 relationships · Food & Beverage average 2
See what's behind this score →20
Muse Index Score
iAI agent readiness
Basic · 20/100
Food & Beverage average 18
See what's behind this score →0
About Outta The Way Cafe
from our crawl and measurement
Outta The Way Cafe, based in Derwood, MD, describes itself simply: "The Outta The Way Cafe is a 35 year old American bar and restaurant. Good food, a great bar, live music, lunch, dinner and Sunday brunch, event room & catering parties & banquets, sports." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (LocalBusiness, WebSite). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
- Company ·
- Outta The Way Cafe
- Website ·
- bluecollarcarryout.com
- Industry ·
- Food & Beverage
- Location ·
- Derwood, MD
- 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
Strong
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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, Outta The Way Cafe is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Outta The Way Cafe
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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/bluecollarcarryout
Cite this score: Engagemii (2026). "AEO Score for Outta The Way Cafe." Retrieved from https://engagemii.com/aeo/brands/bluecollarcarryout
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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