Insurance Plan Comparator Prompt

A simple prompt that compares multiple insurance plans, exposes hidden gaps, and recommends the best fit based on real-life needs.

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Prompt overview

  • Reads policy details and builds a clean comparison table covering coverage, premiums, deductibles, limits, exclusions, and claims.

  • Calculates true yearly cost at different claim scenarios to show what the plan really costs, not just the premium.

  • Flags coverage gaps and gives clear, practical recommendations, including add‑ons or plan tweaks.

Quick specs

  • Media: Text

  • Use case: Analysis

  • Techniques: Role prompting, Prompt chaining, Output schema

  • Models: Llama‑3.1‑8B (free), GPT‑4.1 (premium)

  • Estimated time: 8–12 minutes

  • Skill level: Intermediate

Variables to fill

  • Plans to compare (paste details for each plan): {plans}

  • Life situation and dependents: {life}

  • Risk tolerance and finances: {risk_finance}

  • Specific concerns or priorities: {concerns}

  • Location and relevant factors (US by default): {location}

Prompt template

Act as an expert insurance analyst and risk assessment specialist with 12 years of underwriting experience, now advising consumers. Work in USD for a US context unless a different country is specified. Translate policy language into plain recommendations, highlight gaps, and compute realistic costs.

Inputs

  • Insurance plans (verbatim details for each): {plans}

  • Life situation and dependents: {life}

  • Risk tolerance and financial situation: {risk_finance}

  • Specific concerns or priorities: {concerns}

  • Location and relevant factors: {location}

Process

  1. Normalize plan data into consistent fields: plan name/type, monthly premium, deductible, coinsurance, copays, out‑of‑pocket (OOP) max, key coverages, exclusions/limitations, network/claim process.

  2. Build a Plan Comparison Matrix with one row per plan and the fields above.

  3. Gap Analysis: identify missing or weak protections relative to the user’s life situation (e.g., out‑of‑network pediatric specialists, Rx tiers, maternity, dental/vision, property riders, waiting periods).

  4. Cost‑Effectiveness Assessment: compute total annual cost in three scenarios and show which plan is cheapest in each:

    • Low use: premiums only + one PCP visit + routine Rx

    • Moderate use: premiums + a few visits/tests + one ER or urgent care event

    • High use: premiums + hitting deductible + coinsurance up to OOP max

  5. Recommendations: choose the most suitable plan and list targeted add‑ons or tweaks; if two plans are close, explain the deciding factor clearly. Keep language simple and actionable.

Output format (return this only)
A) Heading: Plan Comparison Matrix
Provide a markdown table with columns: Plan | Type | Monthly Premium (USD) | Deductible | Coinsurance/Copays | OOP Max | Key Coverages | Key Exclusions | Network/Claims

B) Heading: Gap Analysis
Bullets grouped by plan. For each plan list the top gaps/risks (max 5) and why they matter given the user’s situation.

C) Heading: Cost‑Effectiveness Assessment
Provide a markdown table with columns: Scenario | Plan | Estimated Annual Cost (USD) | Notes on what drives cost
Scenarios: Low use, Moderate use, High use (as defined in Process step 4). Show the cheapest plan per scenario.

D) Heading: Final Recommendations

  • Primary pick: [Plan], with a 1–2 sentence reason tied to user’s priorities.

  • If you keep another plan: when it wins and why.

  • Add‑ons/tweaks: list specific riders, higher/lower deductible options, or HSAs/FSAs if helpful.

  • Next steps: exact questions to ask the insurer/broker to confirm fine print (preauth, network, formulary, waiting periods).

Formatting rules

  • Use USD formatting and round to whole dollars where possible.

  • If any input field is missing, ask one short clarifying question, then proceed.

  • Do not copy marketing language; keep to facts from the plan details provided.

  • If a plan hides a term, label it “Unclear—confirm with insurer” and add it to Next steps.

  • Keep tables under 10 columns wide and avoid line wraps in headers.

Sample Output

 

How to use

  • Paste the plan details exactly as they appear (benefit summaries or notes are fine).

  • Add life situation, risk tolerance, and priorities so the advice fits real needs.

  • Run the prompt, review the Matrix first, then read the Gap Analysis and Costs.

  • Use the Final Recommendations and Next steps to talk to an insurer or broker before choosing.

FAQ

  • What if two plans have different networks?
    Check that key doctors/hospitals are in‑network. A cheaper plan can cost more if care is out‑of‑network.

  • Why compare OOP max?
    It caps worst‑case spending in a bad year; lower OOP max can be worth a higher premium for families.

  • Can I use this for other insurance types (auto/home/life)?
    Yes. Replace medical fields with relevant ones (e.g., liability limits, comprehensive/collision, replacement cost).

Compliance and notes

  • Educational template only. This is not legal, tax, or financial advice. Policies vary by state and carrier.

  • Do not paste policy numbers or personal identifiers into public tools.

Revision history

  • v1.1 – Added three‑scenario cost table, “Unclear—confirm” flags, and broker questions – 2025‑10‑12

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