AI Visibility Score
Toast
9.8
/ 100
Ranked #183 of 558 scored brands · as of 2026-07-28
- Questions named in
- 5
- Total mentions
- 5
- Average position
- 2.8
- Sample
- 7 days
Engine by engine
Different models recommend different brands. Here's how each one sees Toast.
| Engine | Score | Rank | Questions | Avg position |
|---|---|---|---|---|
| Gemini Flash Lite | 12.0 | #163 | 5 | 2.8 |
What AI actually said
Unedited excerpts from archived answers.
“…solopreneurs. 2. Best for Restaurants & Hospitality: Toast If you run a restaurant, bar, or bakery, generic POS systems usually won't cut it. You need something built specifically for food service....”
gemini
position 2 · “best POS software”
“…s, service providers, and anyone just starting out. 2. Toast: Best for Restaurants, Cafes, and Bars If food and beverage is your game, general retail POS systems usually won't cut it. You need featu...”
gemini
position 2 · “best POS software for small business”
“…er tap/swipe. 2. Best for Restaurants & Hospitality: Toast If you run a restaurant, bar, bakery, or coffee shop, a generic retail POS won't cut it. You need something built for food service, and Toa...”
gemini
position 2 · “recommend a good POS tool”
“…ons. 2. Best for Restaurants, Bars, and Hospitality: Toast POS For food and beverage businesses, Toast remains the industry gold standard. * Why it shines in 2026: Toast is purpose-built for the fas...”
gemini
position 3 · “what is the best POS tool in 2026”
Named alongside
Brands that show up in the same questions as Toast.
| # | Brand | Score | Shared questions |
|---|---|---|---|
| 25 | Square Online | 34.7 | 5 |
| 103 | Shopify POS | 16.3 | 4 |
| 120 | Square POS | 14.3 | 2 |
| 204 | Toast POS | 8.6 | 2 |
| 27 | Shopify | 32.3 | 1 |
| 107 | Square Appointments | 15.5 | 1 |
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How this score is calculated
Reach (how many questions named the brand) multiplied by prominence (how early it was named), scaled so the most visible brand sits at 100.