#178,821 OF 719,064 IN E-COMMERCE
SCORE HISTORY BEGINS 2026-06-23
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AI Visibility Scorecard
Hello Larsons Coffee Roastery
hellolarsonscoffee.com · E-commerce
Somewhat visible. AI bots can read Hello Larsons Coffee Roastery, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Claude
#178,821 of 719,064 in E-commerce for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About Hello Larsons Coffee Roastery
from our crawl and measurement
"Coffee is best enjoyed fresh and often! Hello Larsons is a drive thru coffee shop & offers freshly roasted coffee varieties, baked goods, specialty coffees, smoothies, shakes, and more." That is how Hello Larsons Coffee Roastery introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
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
6
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
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 5.1/10, Hello Larsons Coffee Roastery has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Hello Larsons Coffee Roastery
Which AI engines already crawl you
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hellolarsonscoffee
Cite this score: Engagemii (2026). "AEO Score for Hello Larsons Coffee Roastery." Retrieved from https://engagemii.com/aeo/brands/hellolarsonscoffee
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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