Prompt overview
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Reads policy details and builds a clean comparison table covering coverage, premiums, deductibles, limits, exclusions, and claims.
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Calculates true yearly cost at different claim scenarios to show what the plan really costs, not just the premium.
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Flags coverage gaps and gives clear, practical recommendations, including add‑ons or plan tweaks.
Quick specs
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Media: Text
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Use case: Analysis
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Techniques: Role prompting, Prompt chaining, Output schema
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Models: Llama‑3.1‑8B (free), GPT‑4.1 (premium)
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Estimated time: 8–12 minutes
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Skill level: Intermediate
Variables to fill
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Plans to compare (paste details for each plan): {plans}
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Life situation and dependents: {life}
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Risk tolerance and finances: {risk_finance}
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Specific concerns or priorities: {concerns}
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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
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Insurance plans (verbatim details for each): {plans}
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Life situation and dependents: {life}
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Risk tolerance and financial situation: {risk_finance}
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Specific concerns or priorities: {concerns}
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Location and relevant factors: {location}
Process
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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.
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Build a Plan Comparison Matrix with one row per plan and the fields above.
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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).
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Cost‑Effectiveness Assessment: compute total annual cost in three scenarios and show which plan is cheapest in each:
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Low use: premiums only + one PCP visit + routine Rx
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Moderate use: premiums + a few visits/tests + one ER or urgent care event
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High use: premiums + hitting deductible + coinsurance up to OOP max
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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
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Primary pick: [Plan], with a 1–2 sentence reason tied to user’s priorities.
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If you keep another plan: when it wins and why.
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Add‑ons/tweaks: list specific riders, higher/lower deductible options, or HSAs/FSAs if helpful.
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Next steps: exact questions to ask the insurer/broker to confirm fine print (preauth, network, formulary, waiting periods).
Formatting rules
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Use USD formatting and round to whole dollars where possible.
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If any input field is missing, ask one short clarifying question, then proceed.
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Do not copy marketing language; keep to facts from the plan details provided.
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If a plan hides a term, label it “Unclear—confirm with insurer” and add it to Next steps.
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Keep tables under 10 columns wide and avoid line wraps in headers.
Sample Output

How to use
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Paste the plan details exactly as they appear (benefit summaries or notes are fine).
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Add life situation, risk tolerance, and priorities so the advice fits real needs.
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Run the prompt, review the Matrix first, then read the Gap Analysis and Costs.
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Use the Final Recommendations and Next steps to talk to an insurer or broker before choosing.
FAQ
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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
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Educational template only. This is not legal, tax, or financial advice. Policies vary by state and carrier.
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Do not paste policy numbers or personal identifiers into public tools.
Revision history
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v1.1 – Added three‑scenario cost table, “Unclear—confirm” flags, and broker questions – 2025‑10‑12
