Dental Claim Denial Analyzer

What this prompt does

When a dental claim comes back denied, the denial code alone rarely tells you why. This prompt takes the denial code, the procedure code, and the EOB notes and returns a structured analysis: the likely root cause, what documentation to pull, whether to resubmit or appeal, and exact language for a payer call if one is needed.

Use it with your VA to turn a denial into a work order rather than a mystery.

The prompt

I received a denied dental insurance claim. Here are the details:

- Procedure code(s): [e.g., D2750]
- Date of service: [e.g., 2024-11-01]
- Insurance company: [e.g., Delta Dental]
- Denial code: [e.g., CO-4]
- Denial reason as printed on the EOB: [paste verbatim]
- Any additional notes on the EOB: [paste or write "none"]
- Was a pre-authorization submitted? [yes / no / not required]
- Was a narrative or attachment submitted with the original claim? [yes / no -- if yes, describe what was attached]

Please provide:
1. The most likely root cause of this denial (1 to 2 sentences)
2. The documentation I should pull before responding
3. A decision: should I resubmit with corrections, submit an appeal, or write this off -- with a one-sentence rationale
4. A step-by-step corrective action list
5. If a payer call is recommended, draft the exact opening statement and the three questions I should ask

How to use it

1. Pull the denied claim and EOB side by side.
2. Fill in each bracket with information from those documents. Do not include patient names.
3. Run in your AI tool of choice.
4. Use the output as the work order for your billing VA or team member. Paste it into your task management system with the claim number attached.

What to expect

The prompt works best on administrative denials: missing modifier, bundling conflict, timely filing, coordination of benefits. Clinical necessity denials require documentation the prompt cannot access. When the output recommends an appeal, verify timely filing windows for that specific payer before proceeding.

See Also

• AR Aging Report Interpreter – use alongside this prompt when you have multiple aged denials to prioritize
• Why Is My Dental AR So High – the diagnostic breakdown of which AR causes are structural vs. claim-level
• Claims That Age Silently – the cadence that prevents denials from aging past timely filing deadlines