AI Visibility Scorecard
Toast POS
toasttab.com · Food & Beverage
Visible to AI search. AI engines can read Toast POS, and Backlinks and Reddit are what would get it named ahead of competitors.
AI engines read this profile 5 times
Claude · Parallel · Perplexity
Top 1% in Food & Beverage for AI visibility
90
AI Naming Predictability
iAI names companies like this often · 90/100
Food & Beverage average 12
Top 1% of Food & Beverage
See what's behind this score →7.85
4.1
Network Authority
iConnected · 4.1/10
3 relationships on record. The bigger your network, the more likely AI picks you.
See what's behind this score →40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
Food & Beverage average 18
See what's behind this score →8
Relationship details
See the customers, suppliers and partners named in annual reports →
About Toast POS
from our crawl and measurement
Toast POS describes itself simply: "Toast is a restaurant point of sale and management system that helps restaurants improve operations, increase sales and create a better guest experience." To AI engines like ChatGPT and Perplexity it is visible, scoring 7.85 out of 10, with a few gaps left to close.
Our crawl found structured data on the page (Organization, WebPage), an llms.txt file for AI models and a sitemap.
- Company ·
- Toast POS
- Website ·
- toasttab.com
- Industry ·
- Food & Beverage
- Location ·
- MA
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Good
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Strong
Press and news coverage.
Community
Fair
Forum and community discussion.
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 7.85/10, Toast POS is visible with gaps to close; the signals above show which.
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 November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/toasttab
Cite this score: Engagemii (2026). "AEO Score for Toast POS." Retrieved from https://engagemii.com/aeo/brands/toasttab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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