Analyze carrier submission declines by line and reason

A placement team can send more submissions and receive fewer quotes without knowing whether carrier appetite shifted or submission quality changed. A decline report helps only when responses and reasons are recorded consistently. Otherwise, the biggest 'decline' category may simply be unanswered records.

Define the data before the metric

One row represents: one submission to one carrier for one opportunity and response cycle.

Useful fields: Submission ID, opportunity ID, carrier, line, risk segment, submitted date, response date, response status, decline reason, completeness flag and version.

Use the final valid submission version for response comparisons while preserving earlier revisions. Define usable response categories and choose a maturity horizon. Compare confirmed decline shares among submissions old enough to receive a response, then show the unanswered population separately. Map reasons without forcing missing detail into appetite.

Worked example

The following records and amounts are invented to show the method. They are not customer results, industry benchmarks or a forecast of Covirage performance.

There are 25 confirmed declines out of 100 submissions, but a final response comparison needs to explain the 20 unresolved records and 15 separate process outcomes. Among the 65 quoted or confirmed-declined responses, the decline share is 38.5%. That narrower denominator must be labeled.

Use the result in a review

1. Inspect changes within a carrier-line-risk segment before concluding that the entire market's appetite changed.
2. Review incomplete submissions for missing information patterns that the agency can address.
3. Use reason evidence to discuss placement preparation, while keeping client suitability and carrier selection decisions with qualified staff.

Checks before publishing

• Separate duplicate submissions and resubmissions from new opportunities.
• Confirm reason completeness and distinguish carrier-stated reasons from internal inference.
• Use the same response horizon and stage definition across periods and branches.

Where this analysis can mislead

A carrier decline pattern does not establish a universal underwriting rule or prove another carrier is suitable. The records describe observed responses to this agency's submissions and may reflect a selective sample.

Explore this question with your own data

Bring a small, authorized sample to Covirage for insurance agencies and brokers. Use the sample to discuss the fields and views your business needs. A dashboard or AI analyst can help explore this question when the required data and definitions are available; missing records still need to be resolved.

Upload sample data to check its structure. Keep unnecessary personal, claims and policyholder details out of an initial sample. The sample check does not establish that every analysis in this guide is available automatically.

Related guides

• Measure quote turnaround without hiding unanswered submissions
• Attribute insurance referral sources to durable agency income
• Commercial insurance broker KPIs

Reference context

These references provide terminology or governance background. The worked example and proposed review method above are original illustrations, not prescribed industry standards.

• Insurance terminology
• Insurance data context