← Route Planning & Optimization ranking
Brand report · September 2026When buyers ask ChatGPT, Claude, and Gemini about route planning & optimization, Google Maps Platform ranks #11 of 15, a Visibility Score of 9 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.
One field, one race, and it's losing that race.
Where it wins. Google Maps Platform has a foothold in route planning AI conversations, surfacing in 13% of relevant prompts and holding a spot in the top-15 when the prompt theme is broad 2026 tool roundups.
Where it loses. At rank 11 with a first-pick rate of only 5.6%, buyers almost never land on it as the answer, and it disappears entirely when the question turns to use-case fit, budget, or a single recommendation, which is where purchase decisions actually form.
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 Google Maps Platform. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Use-case fit · Startup & small team · Feature-led ask · If you could pick one · Budget & alternatives
Share of Google Maps Platform'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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