← Restaurant POS & Management ranking
Brand report · September 2026
TouchBistro: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about restaurant pos & management, TouchBistro ranks #4 of 15, a Visibility Score of 30 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.
Solid POS contender, but Toast and Square absorb the wins.
Where it wins. A 42% mention rate in Restaurant POS & Management is real presence, and a rank of 3 out of 15 puts TouchBistro firmly in the conversation when AI models field best-overall restaurant software questions.
Where it loses. First-pick rate sits at 0%, meaning buyers hearing AI recommendations get Toast or Square named ahead of TouchBistro every time, and the brand has no foothold in startup or enterprise framing within its only category.
AI-generated analysis of the September 2026 measurements.
ChatGPT 
Claude 
Gemini 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).
Share of each theme's answers that mention TouchBistro. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Startup & small team · Enterprise pick
Share of TouchBistro's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.
Scores are measured from real AI answers, refreshed monthly. Methodology.
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