Speed to quote is the time between a rate request landing in a broker's or forwarder's inbox and a workable quote landing back in the shipper's. In freight it is a revenue lever, not a service metric: industry research suggests most shippers book with whoever responds first with a competitive rate.
Quote requests are a major share of broker and forwarder inbound, and industry research puts a typical email-to-quote cycle at 45–90 minutes. Little of that is pricing judgment. The request sits unnoticed in a shared inbox, then someone re-keys lane, equipment, weight, and dates into a rate engine, then the reply waits behind whatever else the desk is handling. Meanwhile the shipper sent the same request to three other brokers, and the clock that matters is theirs.
The approach to reject is managing quote requests to a first-response SLA. An auto-acknowledgment counts as a response on the dashboard and wins nothing; cost-per-ticket framing makes it worse by treating a revenue opportunity as overhead to minimize. A quote request is not a ticket to close cheaply. It is freight to win, and it is only won with a rate the shipper can book.
First-response SLA vs speed to quote at a glance
| Dimension | First-response SLA | Speed to quote |
|---|---|---|
| What it measures | time to any reply, auto-acknowledgments included | time to a rate the shipper can book |
| What a delay costs | an SLA breach on a dashboard | the load, booked with a faster competitor |
| Who owns it | the support queue | the pricing desk and revenue leadership |
| What improves it | canned responses, more staffing | instant classification, rate context on arrival, bounded quote drafting |
Aide, the agentic AI platform for customer experience, treats quote requests as their own intent rather than general email. It recognizes a rate request the moment it arrives, extracts lane, equipment, weight, and dates, and drafts a quote from the operator's own rate context inside pricing bounds the team sets; anything outside those bounds routes straight to the pricing desk. Each behavior is rehearsed against real historical quote threads before it touches a live shipper, and every drafted quote is logged for review. See Aide for logistics and freight for how this runs on a live quoting desk.
Frequently asked questions
- What is a good speed to quote in freight?
- Minutes, not hours. Industry research puts typical email-to-quote cycles at 45–90 minutes, and because the first workable rate usually wins the load, the real benchmark is set by your fastest competitor rather than an internal SLA.
- How do you improve speed to quote?
- Classify quote requests on arrival so they never wait in a general queue, pull rate context automatically instead of re-keying it, and draft within pre-set pricing bounds. Humans stay on negotiated lanes and exceptions, where their judgment changes the outcome.