Circuit
What ChatGPT, Claude, Gemini & Grok actually say · July 2026
The verdict
Circuit appears in 1 AI-ranked category — best position #4 for last-mile delivery software for local delivery fleets.
Positioning brief — for the Circuit team
Why the models put Circuit at #4 for last-mile delivery software for local delivery fleets
- Fast strong route optimization Claude“fast, genuinely strong route optimization with time windows and priorities”
- Dead-simple driver app Claude · Gemini“dead-simple driver app”
- Minimal onboarding friction Claude · Gemini“minimal onboarding friction”
- Affordable for small local fleets Claude“per-driver pricing that stays affordable”
What the models credit Onfleet (#1) with — and don’t credit Circuit
- Real-time dynamic dispatch Claude · Gemini · Grok · GPT“superior dynamic and on-demand dispatch flexibility”
- Proof of delivery Claude · Grok · GPT“photo/signature POD”
- Customer tracking and notifications Claude · Gemini · Grok · GPT“automated customer ETAs/notifications”
What would move the rank — the models’ fix lines, unified
- Lighter dispatch and warehouse depth Claude“Lighter on dispatch/warehouse and API depth than Onfleet”
- Lacks deep API webhook customization Claude · Gemini“deep API webhook customization”
- Lacks advanced enterprise routing rules Gemini“Lacks advanced multi-depot routing, deep API webhook customization, and granular capacity rules required by complex enterprise fleets.”
Restructured from verbatim model output · nothing invented · every quote machine-verified
Best value for small local fleets — fast, genuinely strong route optimization with time windows and priorities, dead-simple driver app, per-driver pricing that stays affordable; practitioners consistently praise ease of onboarding.
Gemini Superior driver mobile app experience with minimal onboarding friction, seamless navigation app integration, and fast route distribution for small-to-midsize multi-driver fleets. Assumes driver ease of adoption and quick deployment are prioritized over enterprise logistics configuration.
Where Circuit falls short, per the models
- Claude Lighter on dispatch/warehouse and API depth than Onfleet; better as a routing tool than a full logistics platform.
- Gemini Lacks advanced multi-depot routing, deep API webhook customization, and granular capacity rules required by complex enterprise fleets.
Top alternatives per the models: Onfleet · OptimoRoute · Routific · Track-POD
Watch Circuit
Boards re-poll weekly and the models change their minds. One short email only when Circuit's standing moves — a rank change, a rival overtaking, or new reasoning from the models. Nothing otherwise.
Embed your ranking badge
Circuit ranks #4 for best last-mile delivery software for local delivery fleets by AI-model consensus. Put the badge in your README, docs or site — it updates automatically as the models re-rank.
[](https://modelsagree.com/best/best-last-mile-delivery-software-for-local-delivery-fleets?utm_source=badge&utm_medium=embed&utm_campaign=badge-circuit)<a href="https://modelsagree.com/best/best-last-mile-delivery-software-for-local-delivery-fleets?utm_source=badge&utm_medium=embed&utm_campaign=badge-circuit"><img src="https://modelsagree.com/badge/circuit.svg" alt="Circuit — ranked #4 for Best last-mile delivery software for local delivery fleets by AI models on ModelsAgree" height="28"></a>Rankings are computed from what the models answer, re-polled on demand · raw reasoning shown verbatim · methodology