Brand report · September 2026

SpotOn Restaurant: AI Visibility Report

When buyers ask ChatGPT, Claude, and Gemini about restaurant pos & management, SpotOn Restaurant ranks #8 of 15, a Visibility Score of 4 in Restaurant POS & Management .

These rankings are measured from what the three models know from training, not a live web search. The live-web grounded surface is rolling out across the index. Methodology.

How AI sees SpotOn Restaurant

Buried mid-pack in the one race that defines it.

Where it wins. SpotOn Restaurant earns a foothold in Restaurant POS conversations, appearing in 5.6% of relevant queries alongside Toast and Lightspeed. The use-case fit theme is its only hook, meaning the AIs reach for it when a buyer describes a specific restaurant scenario.

Where it loses. Ranked 11 of 15 with zero first-pick selections, it is skipped in every high-stakes prompt type, from best-overall requests to enterprise and startup questions, leaving the brand invisible exactly when buyers are ready to commit.

AI-generated analysis of the September 2026 measurements.

Restaurant POS & Management · #8 of 15

4 / 100 flat vs last month

6%

mention rate (72 answers)

3

avg. position

0%

first pick

1%

share of voice

ChatGPT

13

Claude

0

Gemini

0

How the models portray SpotOn Restaurant

Being named is not the same as being recommended. Each mention is graded endorsed (a strong pick), listed (a neutral option), or caveated (named with a reservation).

75% 25%

endorsed · 95% band 30–95% listed caveated graded across 4 mentions in Restaurant POS & Management answers

Prompt themes SpotOn Restaurant would want to own

Share of each theme's answers that mention SpotOn Restaurant. Hover a row for the exact prompt. Compare shapes on the head-to-head page.

Use-case fit

2/9

Top tools in 2026

1/9

Budget & alternatives

1/9

0/9

0/9

0/9

0/9

If you could pick one

0/9

Gaps Best overall · Startup & small team · Enterprise pick · Feature-led ask · If you could pick one

Most co-mentioned competitors

Share of SpotOn Restaurant's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.

Toast

100%

Square

100%

Lightspeed Restaurant

75%

Clover

50%

TouchBistro

50%

Revel Systems

25%

Scores are measured from real AI answers, refreshed monthly. Methodology.

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