← Route Planning & Optimization ranking
Brand report · September 2026When buyers ask ChatGPT, Claude, and Gemini about route planning & optimization, Komoot ranks #14 of 15, a Visibility Score of 5 in Route Planning & Optimization .
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.
Komoot sits fourteenth in the only race it runs.
Where it wins. Its sole foothold is Route Planning & Optimization, where a 9.7% mention rate at least puts it on the board in a 15-player field.
Where it loses. Ranked 14 of 15 with zero first-pick selections and locked out of six major prompt themes, Komoot is essentially filler that AI models cite after exhausting better-known options like Google Maps and Route4Me.
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 Komoot. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Best overall · Use-case fit · Startup & small team · Enterprise pick · Feature-led ask · Budget & alternatives
Share of Komoot'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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