Enterprise pick · Prompt 5 of 8 · September 2026

A real buyer question from the September 2026 snapshot, asked 3× to each of the three models. 9 answers recorded.

“Which route optimization platform should a large enterprise standardize on, considering security, compliance, and scale?”

ChatGPT answered 3× this snapshot

For a large enterprise, the best standardization choice is usually: Google Maps Platform Route Optimization API if you want enterprise-grade global scale, strong security/compliance posture, and deep integration flexibility. But the right answer depends on what “route optimization” means in your organization. Here’s the practical breakdown: Best default for large enterprises 1) Google Maps Platform Route…

Named across its answers: 1. Google Maps Platform2. HERE3. Esri4. Routific5. OptimoRoute

Verbatim excerpt from one collected ChatGPT answer; formatting flattened, words untouched.

Google Maps Platform and HERE tie on raw mention count at 4 of 9 each, but Google Maps Platform wins on first-mention rate (3 versus 0), meaning it is the model's instinct for top-of-list when enterprise buyers ask. That first-slot advantage matters because buyers skimming AI recommendations rarely read past position one.

AI-generated read of the September 2026 measurements.

Who wins this question

Open

ChatGPT

Claude

Gemini mentioned · first · avg. pos

Google Maps Platform 1115 4/9 · 3× first · #2

HERE 2252 4/9 · never first · #2.8

Omnitracs 5455 4/9 · never first · #4.8

Samsara 8832 4/9 · never first · #5.3

Routific 7598 4/9 · never first · #7.3

OptimoRoute 86109 4/9 · never first · #8.3

Bringg 413 3/9 · 1× first · #2.7

Verizon Connect 778 3/9 · never first · #7.3

Descartes Systems Group 12 2/9 · 1× first · #1.5

Salesforce Maps 31 2/9 · 1× first · #2

PTV Group 42 2/9 · never first · #3

Oracle Transportation Management 24 2/9 · never first · #3

Each square is one collected answer; the number is the brand's position in that answer. Lime = the very first recommendation. Unlinked brands were named by the models here but sit outside this category's published top 15 overall. Showing the top 12 of 32 brands named at least once. Never mentioned here: Circuit, Google Maps, Upper Route Planner, Waze, Tookan, Komoot, Zeo Route Planner.