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Brand report · September 2026
SpotOn: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about restaurant pos & management, SpotOn ranks #6 of 15, a Visibility Score of 14 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.
SpotOn exists in one race and is losing it.
Where it wins. A 21% mention rate in Restaurant POS & Management keeps SpotOn on the board, placing 9th out of 15 competitors, which is at least a presence worth building from.
Where it loses. Zero first-pick selections and complete absence from the highest-stakes prompt themes, Best overall and Enterprise pick, means AI models route serious buyers elsewhere before SpotOn gets considered.
AI-generated analysis of the September 2026 measurements.
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 SpotOn. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Best overall · Startup & small team · Enterprise pick · If you could pick one
Share of SpotOn'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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ChatGPT
Claude
Gemini