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Feature-led ask · Prompt 6 of 8 · September 2026

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

“I need software with mobile work orders, chemical usage tracking, and automated recurring billing for our routes. What do you recommend?”

ChatGPT answered 3× this snapshot

For route-based service businesses that need mobile work orders + chemical usage tracking + automated recurring billing, I’d shortlist these depending on your industry: Best overall options ServiceTitan Strong mobile field app Recurring service agreements and billing Good for larger operations Downside: expensive, can be heavy to implement FieldPulse Mobile work orders/invoices Recurring jobs and billing Better for…

Named across its answers: 1. PestPac2. Jobber3. Housecall Pro4. Service Autopilot5. FieldRoutes

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

FieldRoutes is the stronger performer here: despite appearing in fewer answers than Jobber, it earns the first recommendation slot twice and sits at an average position of 2.3 versus Jobber's 2.9. Jobber's universal mention across all 9 answers signals broad awareness, but never landing first means buyers hear its name as a supporting option, not the lead choice.

AI-generated read of the September 2026 measurements.

Who wins this question

Leaning Jobber Consensus

All three models name PestPac, Jobber, Service Autopilot and FieldRoutes on this question.

ChatGPT

Claude

Gemini mentioned · first · avg. pos

Jobber 235232243 9/9 · never first · #2.9

FieldRoutes 4224112 7/9 · 2× first · #2.3

Service Autopilot 171412 6/9 · 3× first · #2.7

PestPac 391533 6/9 · 1× first · #4

Housecall Pro 546 3/9 · never first · #5

RealGreen 845 3/9 · never first · #5.7

ServSuite 31 2/9 · 1× first · #2

GorillaDesk 41 2/9 · 1× first · #2.5

ServiceTitan 15 2/9 · 1× first · #3

Real Green Systems 33 2/9 · never first · #3

Briostack 54 2/9 · never first · #4.5

FieldPulse 2 1/9 · never first · #2

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 17 brands named at least once. Never mentioned here: Okta, AWS, Microsoft Entra ID, ServiceM8.