How should agencies explain declined opportunities in appetite feedback?

Short answer

Select the factual mismatch and provide a concise nonsensitive explanation. Structured reasons improve fit more than generic rejection or unsupported judgments about the customer.

An illustrative example

An agency declines because it lacks the needed state authority.

This is a hypothetical situation, not a real customer outcome or a coverage determination.

Three facts to prepare

• Mismatch reason
• Relevant profile fact
• Suggested scope correction

Use a brief, accurate summary. Separate confirmed facts from assumptions; keep passwords, identity numbers, private customer records and confidential documents out of an initial marketplace request.

A question to bring to the right professional

Which appetite boundary should be made clearer after this decline?

Keep actual capability separate from future interest. Marketplace eligibility describes whether an approved organization can responsibly handle a request; it is not an insurer's underwriting decision or a promised quote. Updating limits and pauses promptly protects customers and improves the meaning of marketplace supply.

Sources and scope

• LunarQuote marketplace disclosures

  The marketplace's stated role and limitations. Current agreements, verified eligibility and request status govern actual participation.

• NIST: AI Risk Management Framework

  A voluntary framework for organizing AI risk. It is not an insurance contract, certification or determination of legal compliance.

Sources supply the stated background, not a determination about the illustrative case. The example, checklist and discussion prompt are LunarQuote educational material. Source links checked October 5, 2026.