Captive Insurance
An insurer owned by the businesses it covers, the forms it takes, and what separates a captive from simply retaining the risk.
Glossary
Quote to Bind Ratio
The share of quotes that become policies, and why the definition of a quote decides whether the number means anything.
Quote-to-bind ratio measures the proportion of insurance quotes that convert into bound business. Expressed as a percentage, it shows how often a quoted opportunity reaches a binding decision under the report’s counting and timing rules.
It is also called a bind rate or quote conversion rate. PortfolioIQ’s metric dictionary uses bound policies divided by quotes issued for this percentage measure. PortfolioIQ’s quote-to-bind definition.
How to calculate quote-to-bind ratio
For a group of comparable quoted opportunities:
Quote-to-bind ratio = opportunities that bind ÷ opportunities quoted × 100
For example, if 180 out of 600 quoted opportunities bind within the chosen observation period:
180 ÷ 600 × 100 = 30%
This fictional result means three in ten quoted opportunities converted into bound business. It does not describe the profitability of those policies or the proportion of all incoming submissions that became customers.
The formula should accompany the label. A separate measure of quotes needed per bind would invert the calculation: 600 ÷ 180 is approximately 3.33 quotes per bind. Its direction and unit differ from the 30% conversion rate.
What counts as a quote or a bind?
A consistent unit prevents duplicate counting. One customer may receive several revisions, alternative deductibles, or quotes for different coverages.
For an opportunity-based measure, three revisions for the same risk, product, and coverage period can be treated as one quoted opportunity. Separately marketed products may require separate records. The counting rule should explain which interpretation applies.
The numerator must use the same unit. Counting every policy produced from a multi-policy opportunity while counting that opportunity only once in the denominator would inflate the result.
Binding and issuing also refer to different events. Binding establishes the insurance commitment, while issuance concerns the policy documentation. They can occur together or separately. Guidewire’s explanation of binding and issuance.
Why the measurement period matters
Quotes produced in one month may bind in another. Dividing all September binds by all September quotes can combine unrelated groups and create a misleading conversion percentage.
A cohort approach follows a defined group of quotes. For example, an insurer might track quotes first offered during January and measure how many bind within 60 days of each offer. The 60-day window is an illustrative reporting choice, not an industry standard.
The report should identify quotes that remain open or have not yet had the full observation period. Otherwise, a recently quoted group may appear weaker simply because customers have had less time to decide.
An activity report can still compare quotes produced and binds completed during a month, but that comparison answers a workload question rather than tracking the conversion of the same opportunities.
Comparing products and channels
Different distribution channels can produce different mixes of opportunities. A broker may request several competing quotes, while a renewal offer concerns an existing customer. Combining these without context can conceal what is changing.
Consider a fictional group of 600 opportunities:
| Segment | Quotes | Binds | Quote-to-bind ratio |
|---|---|---|---|
| Segment A | 400 | 140 | 35% |
| Segment B | 200 | 40 | 20% |
| Total | 600 | 180 | 30% |
The total is calculated from 180 binds divided by 600 quotes. Taking the simple average of 35% and 20% would give 27.5%, which gives the smaller segment too much weight.
Useful comparisons keep product, channel, new business versus renewal, risk profile, and observation period visible. A universal target is unlikely to explain performance across all of them.
What can change the ratio?
Price, coverage suitability, response time, broker relationships, and the ease of completing the purchase can all influence whether a quote converts. So can the insurer’s decision about which submissions it is willing to quote.
For example, tightening eligibility could increase conversion among the smaller number of remaining quotes while reducing total new business. Lowering prices could increase binds while weakening underwriting results. The ratio alone cannot establish that either change improved performance.
Recording outcomes such as lost on price, coverage unsuitable, customer postponed, or quote expired helps turn the number into an explanation. An agent portal can provide the shared quote and status records used in that review.
How it fits with other distribution measures
Quote-to-bind ratio is one stage of a wider funnel. Submission-to-quote measures which incoming opportunities reach an offer. Quote-to-bind measures conversion after an offer. Retention measures whether existing business continues at renewal.
Reviewing these measures together with premium volume, acquisition cost, and underwriting performance gives the conversion rate context. A high bind rate is useful when it reflects suitable business won on sustainable terms.
