Enterprise pick · Prompt 5 of 8 · July 2026

A real buyer question from the July 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

…compliance, and global deployment. If you want a safe, broadly applicable answer: Descartes, Trimble (MAPS / Appian Routing), Oracle Transportation Management (OTM), and SAP TM are the most common enterprise-standard choices. Here’s how they shake out: Descartes Systems Group Strong in logistics-heavy industries (retail, distribution, field service) Mature cloud platform with good compliance posture (SOC 2, ISO,…

Named across its answers: 1. Google Maps Platform2. HERE Technologies3. Trimble4. Onfleet5. Bringg

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

HERE Technologies holds the more durable position here: it appears in 5 of 9 answers with an average position of 2.8 and is the only brand all three models agree on. Google Maps Platform matches that mention count but averages position 4.2 and gets zero Claude citations, making its lead fragile.

AI-generated read of the July 2026 measurements.

Who wins this question

Contested Consensus

All three models name HERE Technologies on this question.

ChatGPT

Claude

Gemini mentioned · first · avg. pos

HERE Technologies 22145 5/9 · 1× first · #2.8

Google Maps Platform 111036 5/9 · 2× first · #4.2

Trimble 4233 4/9 · never first · #3

Bringg 6911 4/9 · 2× first · #4.3

Route4Me 5544 4/9 · never first · #4.5

Descartes 122 3/9 · 1× first · #1.7

SAP Transportation Management 423 3/9 · never first · #3

PTV Group 546 3/9 · never first · #5

Routific 786 3/9 · never first · #7

Descartes Systems Group 32 2/9 · never first · #2.5

Oracle Transportation Management 32 2/9 · never first · #2.5

Omnitracs 61 2/9 · 1× first · #3.5

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 29 brands named at least once. Never mentioned here: Circuit, Google Maps, Waze, Upper Route Planner, Apple Maps, Tookan, Circuit Route Planner.