Brand report · September 2026

Route4Me: AI Visibility Report

When buyers ask ChatGPT, Claude, and Gemini about route planning & optimization, Route4Me ranks #3 of 15, a Visibility Score of 52 in Route Planning & Optimization (and appears in 2 categories of the index).

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 Route4Me

Present across routing, decisive in neither.

Where it wins. Route Planning is where Route4Me earns its keep: a 67% mention rate puts it in nearly every AI-generated shortlist, and a rank of 3 out of 15 reflects genuine standing in that category.

Where it loses. Last-Mile Delivery tells a different story, with a first-pick rate of only 1.4% and a missing Enterprise pick theme signaling that AI models see Route4Me as a general option rather than a serious contender when courier buyers need a committed recommendation.

AI-generated analysis of the September 2026 measurements.

Route Planning & Optimization · #3 of 15

52 / 100 flat vs last month

67%

mention rate (72 answers)

3

avg. position

17%

first pick

10%

share of voice

ChatGPT

46

Claude

66

Gemini

45

One of the index's bigger model splits: see where the models disagree →

How the models portray Route4Me

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).

48% 38% 15%

endorsed · 95% band 34–62% listed caveated graded across 48 mentions in Route Planning & Optimization answers

Prompt themes Route4Me would want to own

Share of each theme's answers that mention Route4Me. Hover a row for the exact prompt. Compare shapes on the head-to-head page.

Best overall

9/9 · #1×4

Budget & alternatives

8/9 · #1×1

7/9 · #1×4

7/9 · #1×1

5/9 · #1×2

5/9

If you could pick one

5/9

Enterprise pick

2/9

Most co-mentioned competitors

Share of Route4Me's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.

Circuit

88%

OptimoRoute

79%

Onfleet

65%

Routific

48%

Samsara

29%

Google Maps

29%

Head-to-head: Route4Me vs Circuit

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

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