Brand report · July 2026

Tookan: AI Visibility Report

When buyers ask ChatGPT, Claude, and Gemini about route planning & optimization, Tookan 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.

How AI sees Tookan

Barely in the room, never the first name called.

Where it wins. Tookan surfaces in feature-led prompts, the one theme where it holds a foothold, and it does reach a 12.5% mention rate within that narrow lane.

Where it loses. It earns zero first picks and is absent from six major prompt themes, including enterprise, startup, and use-case-fit conversations, while competitors like Onfleet and Circuit likely take those calls instead.

AI-generated analysis of the July 2026 measurements.

Route Planning & Optimization · #11 of 15

9 / 100 first snapshot (July 2026)

13%

mention rate (72 answers)

4

avg. position

0%

first pick

2%

share of voice

First snapshot: July 2026. The trend line appears with the second monthly measurement; no modeled history.

ChatGPT

12

Claude

9

Gemini

5

Prompt themes Tookan would want to own

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

8/9

1/9

0/9

0/9

0/9

0/9

If you could pick one

0/9

Budget & alternatives

0/9

Gaps Use-case fit · Top tools in 2026 · Startup & small team · Enterprise pick · If you could pick one · Budget & alternatives

Most co-mentioned competitors

Onfleet

100%

Circuit

78%

Bringg

67%

OptimoRoute

56%

Track-POD

44%

Route4Me

33%

Share of Tookan'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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