Coffee Roastery
Muggswigz Business to Business Coffee & Tea Lab
The public record of what AI assistants say about this business — the questions asked, the answers given, the omissions.
Free, no card. You get your fix list: every problem we found on this entry, the written steps to fix each one yourself, and how long each takes.
65 or better is good. 45 to 64 is fair. Under 45 is poor.
Verified August 23, 2026
What AI says about Muggswigz.1
We ask the assistants the questions customers actually ask, and record what comes back — quoted verbatim, dated, with the capture kept as evidence.
ChatGPT
Not named
Asked “best coffee roastery in Canton”
ChatGPT answered with other businesses. Muggswigz Business to Business Coffee & Tea Lab was not mentioned.
Checked August 27, 2026
Perplexity
Named ✓
Asked “best coffee roastery in Canton”
“5.0 Muggswigz Business to Business Coffee & Tea Lab 4.4 Carpe Diem Coffee Shop 4.7 7 Brew Coffee 4.9 WALKIE TALKIE ESPRESSO & COFFEE 4.8 Tremont Coffee Co.”
Checked August 27, 2026
Gemini
Not named
Asked “best coffee roastery in Canton”
Gemini answered with other businesses. Muggswigz Business to Business Coffee & Tea Lab was not mentioned.
Checked August 23, 2026
Named by 1 of 3 assistants as of August 27, 2026.
Reputation
What they’re known for.2
Drawn from live Google search results — the searches this business surfaces for when people look nearby. What its customers say is a separate read, below.
Muggswigz is best known for its local coffee culture, particularly highlighted by its 'Cup of Canton' initiative, which emphasizes community engagement and quality brews.
The score, explained
Why 45.3
Eight signals make up the AI Score. Weight is how much a signal counts; the score is how this entry measures on it. The same method for every business — never for sale.
65 or better is good. 45 to 64 is fair. Under 45 is poor.
Scanned August 23, 2026
What’s holding this entry back: off-property attestation and ai visibility — the signals dragging the score below where the rest of the record sits.
Read the full methodology
The facts
Today (Tue) · 7:00 AM – 5:00 PM
- Monday7:00 AM – 5:00 PM
- Tuesday7:00 AM – 5:00 PM
- Wednesday7:00 AM – 5:00 PM
- Thursday7:00 AM – 5:00 PM
- Friday7:00 AM – 5:00 PM
- Saturday8:00 AM – 5:00 PM
- Sunday8:00 AM – 4:00 PM
Spot something wrong in this entry?
Questions
About Muggswigz Business to Business Coffee & Tea Lab.
What are the hours of operation for Muggswigz?
The restaurant is open Monday through Friday from 7:00 AM to 5:00 PM, Saturday from 8:00 AM to 5:00 PM, and Sunday from 8:00 AM to 4:00 PM.
Does Muggswigz accept reservations?
The restaurant does not accept reservations.
What is Muggswigz known for?
The restaurant is known for its high-quality coffee and tea offerings, as well as its unique coffee roasting techniques.
Is there parking available at Muggswigz?
Yes, there is parking available near the restaurant for customers.
Does Muggswigz offer online ordering?
The restaurant does not offer online ordering at this time.
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What AI says about you today
The answer ChatGPT and Perplexity give when someone asks for the best in your category and city. Named, or left out.
Your fix list
Every problem we found, one row at a time, each with the written steps to do it yourself and an honest estimate of how long it takes. Tick them off as you go.
Correct the details AI reads
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