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AI Visibility Scorecard
Toast
wetoast.com · E-commerce
Somewhat visible. AI bots can read Toast, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#51,130 of 656,688 in E-commerce for AI visibility
6
/10
AEO Score
About Toast
from our crawl and measurement
Toast is a business whose own site puts it this way: "Born in Aspen and formulated in the heart of Colorado, we use honest growing practices to create the highest quality range of Full Spectrum Hemp CBD products." Its AI visibility score is 6.0 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, 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
7
Clear headings and answer-style content.
Entity Clarity
5
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
6
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 6/10, Toast has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Toast
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Toast.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/wetoast
Cite this score: Engagemii (2026). "AEO Score for Toast." Retrieved from https://engagemii.com/aeo/brands/wetoast
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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