What Is Cost Per Quote in Insurance?
Cost per quote is an intermediate number between cost per lead (raw) and cost per policy (outcome). It tells you how much you're spending per real conversation with a prospect.
In this guide:
- The short definition
- The formula
- When to use CPQ vs. CPL vs. CPP
What is cost per quote?
The lead spend divided by the number of quotes you actually delivered from those leads.
Formula:
CPL ÷ quote rate
Example. Leads cost $12. Quote rate is 50%. CPQ = $12 ÷ 0.50 = $24 per quote
When should I use CPQ?
Use CPQ when diagnosing where your funnel is leaking.
| Number | Tells you |
|---|---|
| CPL | What the lead itself costs |
| CPQ | How much you spend per real conversation |
| CPP | How much you spend per bound policy |
If CPQ is way higher than CPL, your quote rate is weak — leads are bad or response is slow. If CPP is way higher than CPQ, your close rate is weak — coaching or lead-fit issue.
Each ratio points at a different problem.
Healthy CPQ benchmarks
Rough ranges for P&C personal lines:
| CPQ | Read |
|---|---|
| Under $30 | Strong |
| $30–$60 | Healthy |
| $60–$100 | Watch it |
| Above $100 | Quote rate is broken — investigate |
Frequently Asked Questions
What's a "quote" — strict or loose definition?
Be strict. A real quote = a formal rate delivered to a prospect with premium, coverage, and effective date. Voicemail doesn't count.
Should CPQ match across producers?
Not exactly. Some producers quote faster than others. What should match is the agency average per provider — a single producer's CPQ is less meaningful.
How is CPQ different from cost per appointment?
CPQ is post-quote. Cost per appointment would be per initial meeting (pre-quote). Most insurance agencies don't use "appointment" as a step — they quote during the first conversation.
See where your funnel is leaking
AgencyIQ is free during beta for Founding Members. CPL, CPQ, CPP side-by-side per provider.
Last updated: 2026-04-18