Check a $3,802 surgery bill against insurance with Gemini and get a $269 consultation charge removed
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- by Mike Palmer (Kiplinger)
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Evidence: Article or interviewA newsletter, journalist or interview account of what happened.
Outcome
Financial planner Mike Palmer's itemised statement for a surgery was $3,802 in confusing codes and offsetting entries; insurance covered $1,390, leaving $2,412 out of pocket. Palmer saved the bill details as a PDF without personal information and asked Gemini what the codes meant and whether the coverage was correct. Gemini explained each line, confirmed the write-offs showed in-network pricing, and flagged an office consultation fee as likely contested, since insurers usually bundle a same-day evaluation into the procedure. There had been no separate consultation, so Palmer called the provider to dispute it, and they removed the $269 fee.
Agent
Prompt Original prompt
Exact prompt as published in the source.
Analyze this bill and tell me what the codes mean and assess whether the insurance coverage is correct.
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Run this task now, exactly as written below. Everything you need is here, so start straight away and only stop if something required is missing or a rule below tells you to. Goal: Explain my itemised medical bill line by line and flag anything I should question before paying. Fill in before running: - Itemised bill with personal details removed: [ATTACH PDF] - The insurer's explanation of benefits for the same visit: [ATTACH PDF] - What actually happened at the visit: [DETAILS] You're not my accountant or financial adviser. Show your working, label estimates as estimates, and tell me which points a professional or the official source should confirm. Rules: - Explain every code and line in plain words. - Check the amounts I owe match the explanation of benefits. - Flag charges that may be duplicated, bundled elsewhere or not match what happened, and say why. - Draft what to say when I call the provider about each flagged item. - Check facts that can change (prices, opening hours, dates, availability, rules) against the official source, and tell me anything you couldn't verify. Output: A line-by-line table, a list of questionable charges and a short call script. You'll know it worked when: any wrong charge is corrected before I pay. Before you finish: re-read my goal and constraints, check your answer against each one, and list anything you assumed or couldn't confirm.
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Your prompt
Run this task now, exactly as written below. Everything you need is here, so start straight away and only stop if something required is missing or a rule below tells you to. Goal: Explain my itemised medical bill line by line and flag anything I should question before paying. Fill in before running: - Itemised bill with personal details removed: [ATTACH PDF] - The insurer's explanation of benefits for the same visit: [ATTACH PDF] - What actually happened at the visit: [DETAILS] You're not my accountant or financial adviser. Show your working, label estimates as estimates, and tell me which points a professional or the official source should confirm. Rules: - Explain every code and line in plain words. - Check the amounts I owe match the explanation of benefits. - Flag charges that may be duplicated, bundled elsewhere or not match what happened, and say why. - Draft what to say when I call the provider about each flagged item. - Check facts that can change (prices, opening hours, dates, availability, rules) against the official source, and tell me anything you couldn't verify. Output: A line-by-line table, a list of questionable charges and a short call script. You'll know it worked when: any wrong charge is corrected before I pay. Before you finish: re-read my goal and constraints, check your answer against each one, and list anything you assumed or couldn't confirm.
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Source
https://www.kiplinger.com/personal-finance/guide-to-using-ai-to-decode-confusing-medical-bills
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