100 Best Gemini Performance Review Prompts for Insurance Agents

Direct Answer

The best Gemini prompts for performance review for insurance agents are curated to assess role clarity, compliance, client outcomes, and coaching opportunities with actionable, repeatable prompts that drive measurable improvement in agent performance.

Introduction

This page is a practical prompt library for evaluating and improving performance of insurance agents using Gemini prompts.

Designed for managers, HR professionals, and sales leaders, it provides a comprehensive set of ready-to-use prompts for performance reviews and coaching.

How to Use These Gemini Prompts

• Replace placeholders such as [region], [portfolio], and [team] with your actual data.
• Add constraints to focus on specific timeframes, products, or client segments.
• Request outputs in bullet lists, checklists, or one-page summaries to fit your review流程.
• Verify outputs against your internal data before finalizing performance decisions.
• Mix and match prompts to build a balanced review pack for each agent.

100 Best Gemini Performance Review Prompts for Insurance Agents

1. Role clarity assessment: You are a performance review coach for an insurance agency. Role: evaluate clarity of agent responsibilities. Context: quarter performance, product mix, and client segmentation. Output format: bullet list with 5 findings and 3 recommended actions. Constraints: prioritize accuracy and actionable steps, cite evidence from the agent's file.
2. Policy knowledge quiz: Act as a reviewer testing policy knowledge. Task: create a 10 question scenario quiz for an agent about policy types, endorsements, and exclusions. Context: recent policy changes in [region]. Output: a numbered quiz with correct answers and explanations in under 200 words.
3. Sales quality rubric: As a reviewer, build a rubric to rate each client interaction. Context: calls, meetings, referrals, and policy renewals. Output: rubric with 4 levels (needs improvement, developing, proficient, expert) and 12 criteria. Format: table-like bullet sections.
4. Compliance check prompt: Generate a compliance audit checklist for an insurance agent. Include license status, disclosures, ADA accessibility in materials, and data privacy. Output: yes/no checks with notes columns and a remediation plan for any gaps.
5. Client retention analysis: Role: analyst assessing client retention. Task: identify top 5 drivers of churn in the last quarter and propose 3 retention interventions. Context: portfolio of 200 policies. Output: bullet list with metrics and recommended actions.
6. Cross-sell effectiveness: Act as peer reviewer evaluating cross-sell performance. Task: measure cross-sell rate by product line, identify which agents excelled, and suggest 2 playbooks. Output: numeric rate, 2 named playbooks, and one risk to monitor.
7. Renewal timing review: You are a performance coach. Evaluate renewal timing discipline. Context: renewal outreach within 60 days, 90 days, and 120 days. Output: chart-style bullets with timing gaps and 2 improvement steps.
8. Communication clarity: Prompt to assess client communication quality. Task: rate clarity, empathy, and actionability in 5 recent calls. Output: scores, strengths, and 2 development actions.
9. Ethics and integrity: Design an ethics quick-check. Task: identify 4 potential ethical risks in recent client interactions and recommend 2 safeguards per risk. Output: concise risk-action pairs.
10. Claims handling review: Role: reviewer evaluating claims liaison. Context: 3 recent claims. Task: assess responsiveness, accuracy, and transparency. Output: 3-point scorecard and 2 process improvements.
11. Product knowledge scorecard: Create a knowledge scorecard for life, auto, and home lines. Task: test 15 facts and 5 scenario questions. Output: scores and 3 learning priorities.
12. Policy recommendation quality: Review agent policy recommendations for suitability. Context: client needs, risk tolerance, budget. Output: 1-page evaluation with 5 criteria and 2 alternative options.
13. Risk profiling accuracy: Assess how accurately an agent profiles risk based on client interview notes. Output: list of 6 indicators and 2 coaching tips for better intake.
14. Time management audit: Audit agent time allocation across activities. Output: top time sinks, 2 efficiency ideas, and a revised weekly plan.
15. Referral generation score: Evaluate how effectively an agent generates referrals. Output: metric calculation, 2 successful playbooks, and a warning sign to monitor.
16. Client handoff quality: Review handoff quality to service teams. Task: 3 sample handoffs, assess clarity and context. Output: 3 improvement actions and a template for handoffs.
17. Digital engagement score: Rate digital engagement with clients across channels. Output: 4-channel scorecard, 2 improvement suggestions, and a 30-day experiment plan.
18. Referral source diversity: Analyze diversity of referral sources. Output: distribution table, 2 strategies to broaden sources, and a risk note.
19. Policy pricing accuracy: Audit pricing accuracy for quotes. Context: 5 quotes. Output: accuracy rate, common error types, and a remediation workflow.
20. Complaint handling review: Evaluate agent response to client complaints. Output: response time, tone, resolution quality, and 2 training prompts.
21. Underwriting collaboration: Assess collaboration with underwriters. Output: 4 collaboration moments, impact score, and 2 process improvements.
22. Market knowledge check: Create a market knowledge check with 12 questions about competitors and trends. Output: factual answers and 2 strategic takeaways.
23. Tech adoption readiness: Evaluate readiness to adopt new tools. Output: 6 readiness criteria, score, and 2 adoption actions.
24. Client objection handling: Role-play assessment of objection handling. Task: 5 objection scenarios, provide best responses and 1 alternative path.
25. Policy renewal conversion: Measure renewal conversion rate within 90 days for a subset of clients. Output: rate, 2 bottlenecks, and 1 improvement plan.
26. Warm lead follow-up: Assess follow-up quality with warm leads. Output: engagement score, 2 winning follow-up scripts, and a 1-week cadence.
27. Claims liaison responsiveness: Rate responsiveness to claims inquiries. Output: average response time, compliance notes, and 1 optimization step.
28. Policy usage analysis: Analyze how policy usage data is interpreted by the agent. Output: 4 insights and 2 coaching prompts.
29. Customer empathy score: Quantify client empathy in conversations. Output: empathy score, example quotes, and 2 improvement actions.
30. Cross-team communication: Evaluate cross-team communication during policy changes. Output: 4 communication moments, 2 improvements, and 1 risk mitigation.
31. Negotiation effectiveness: Assess negotiation outcomes for price or terms. Output: win rate, average concession, and 2 negotiation coaching tips.
32. Documentation accuracy: Audit document accuracy for client files. Output: 5 error types, rate, and 2 prevention steps.
33. Client affordability fit: Check affordability alignment of recommendations. Output: 3 scenarios, fit score, and 2 adjustment actions.
34. Ethical lead sourcing: Review lead sourcing ethics. Output: 4 compliance checks, 2 safeguards, and 1 training prompt.
35. Policy diversification: Evaluate diversification of product recommendations. Output: 3-product mix checks and 2 improvement steps.
36. Renewal nudges crafted: Create renewal reminder prompts that increase engagement. Output: 3 templates and 2 timing strategies.
37. Training gap analysis: Identify gaps from last quarter. Output: 4 gaps, 2 training courses, and a 60-day plan.
38. Client onboarding quality: Assess new client onboarding experience. Output: 5 touchpoints, 2 improvement ideas, and a short checklist.
39. Data privacy discipline: Evaluate data handling practices. Output: 6 checks, 2 improvement actions, and 1 risk note.
40. Referral outreach plan: Draft a 30-day referral outreach plan. Output: weekly tasks, metrics to track, and 2 templates.
41. Policy education delivery: Review how agents educate clients on policy details. Output: 4 educational moments and 2 learning aids.
42. Client segmentation accuracy: Assess accuracy of client segmentation used for campaigns. Output: 3 misclassifications, 2 corrections, and a 1-page guide.
43. Incident response readiness: Evaluate response plan for policy incidents. Output: 5 steps, responsible owner, and 2 drills.
44. Policy change communication: Rate how changes are communicated to clients. Output: 4 clarity factors and 2 improvement prompts.
45. Team collaboration score: Score collaboration with sales and service teams. Output: 6 collaboration moments and 2 alignment actions.
46. Digital note quality: Evaluate digital notes for precision and usefulness. Output: 5 quality criteria and 2 reminders.
47. Client outcome linkage: Link agent actions to client outcomes. Output: 4 outcome categories and 2 causal notes.
48. Upsell opportunity map: Create an upsell opportunity map per client segment. Output: 3 high-potential opportunities and 2 risks.
49. Policy suitability review: Assess suitability alignment for 5 clients. Output: fit score and 3 recommendation notes.
50. New business conversion: Analyze new business prospects to policy issuance. Output: conversion rate, bottlenecks, and 2 workflow tweaks.
51. Client education materials: Review educational content for accuracy and usefulness. Output: 6 facts, 2 clarity improvements, and 1 revision plan.
52. Policy endorsement handling: Evaluate handling of endorsements. Output: 4 steps, timing, and 2 potential errors.
53. Voice of customer insights: Synthesize client feedback into actionable insights. Output: 5 insights and 2 action plans.
54. Agent coaching readiness: Measure readiness for coaching. Output: 6 readiness criteria and 2 coaching pathways.
55. Policy amendment responsiveness: Assess responsiveness to amendment requests. Output: average time, accuracy, and 1 improvement.
56. Client loyalty indicators: Identify loyalty indicators from client data. Output: 4 indicators and 2 actions to strengthen loyalty.
57. Quote accuracy audit: Audit quote generation for accuracy. Output: 5 error types and 2 fixes.
58. Client risk questions: Compile a risk-question checklist used in client interviews. Output: 12 questions and scoring guide.
59. Policy document standardization: Standardize client-facing policy documents. Output: 6 standards and 2 templates.
60. Ethical sales prompts: Create ethical sales prompts for agents during interactions. Output: 4 prompts and 2 safeguards.
61. Policy renewal objections: List common renewal objections and best responses. Output: 8 pairs and a response framework.
62. Agent development plan: Draft a 90-day development plan for underperforming agents. Output: milestones and 3 training blocks.
63. Client data accuracy: Check client data accuracy across records. Output: 7 data quality checks and remediation steps.
64. Lead quality scoring: Score lead quality for new opportunities. Output: 5 criteria and 2 actionables.
65. Policy portfolio balance: Evaluate balance of policy types in a client portfolio. Output: 3 imbalances and 2 recommendations.
66. Agent sentiment analysis: Analyze agent sentiment in calls. Output: 4 sentiment categories and coaching prompts.
67. Regulatory compliance scan: Perform a lightweight compliance scan for all agents. Output: 6 checks and 2 remediation steps.
68. Customer advocacy potential: Identify clients most likely to advocate. Output: top 5 names and engagement plan.
69. Activity cadence optimization: Propose an optimized weekly activity cadence. Output: daily tasks and weekly reviews.
70. Follow-up timing test: Test ideal follow-up timing after inquiries. Output: 3 timing windows and 2 success metrics.
71. Policy education gaps: Identify knowledge gaps in policy education for clients. Output: top 4 gaps and 2 learning aids.
72. Sales coaching prompts: Generate coaching prompts for frontline managers. Output: 6 prompts and 2 coaching techniques.
73. Client escalation protocol: Review escalation protocol for unhappy clients. Output: 5 steps and 2 training drills.
74. Digital channel effectiveness: Measure effectiveness of digital channels for conversions. Output: 4 channel scores and 2 improvement ideas.
75. Policy endorsements review: Audit frequency and quality of endorsements issued. Output: 5 metrics and 2 process tweaks.
76. Client journey mapping: Create a client journey map for insurance products. Output: 6 stages and 2 friction points.
77. Policy education script: Write a concise script to explain a complex policy. Output: 1-page script and 2 prompts for questions.
78. Remediation planning: For each underperforming agent, draft a remediation plan. Output: 1-page plan with 3 actions and 2 milestones.
79. Performance trend analysis: Analyze performance trend over last six months. Output: trend chart bullets and 2 forecast prompts.
80. Consent and privacy prompts: Create prompts to verify client consent for data use. Output: 4 prompts and 2 audit checks.
81. Policy comparison prompt: Prompt to compare two policy options for a client. Output: side-by-side comparison and a recommendation.
82. Client satisfaction review: Assess overall client satisfaction from survey data. Output: 5 drivers and 2 improvement actions.
83. Policy upgrade recommendations: Suggest upgrade options based on client life stage. Output: 3 upgrades and 2 cautions.
84. Underwriting feedback loop: Create feedback prompts to improve underwriter-agent collaboration. Output: 5 prompts and 2 workflow changes.
85. Claims efficiency prompt: Suggest improvements to claims processing for agents. Output: 4 improvements and 2 metrics.
86. Policyholder education prompts: Generate prompts to educate policyholders about coverage basics. Output: 6 prompts and 2 quick guides.
87. Sales objection reframing: Provide reframing prompts for common objections. Output: 6 reframes and 2 escalation cues.
88. Policy renewal forecasting: Forecast renewal likelihood with 4 variables. Output: forecast values and 2 actions.
89. Agent risk controls: List 5 risk controls for agents to follow. Output: controls and one-line rationale each.
90. Data accuracy drill: Run a 10-question data accuracy drill on client files. Output: results and 2 fix prompts.
91. Client referral ethics: Assess ethical prompts for obtaining referrals. Output: 4 rules and 2 monitoring actions.
92. Policy material tone: Evaluate tone of client-facing materials. Output: 4 tone attributes and 2 rewrite prompts.
93. New agent onboarding: Create onboarding prompts for new hires. Output: 6 prompts and 2 success metrics.
94. Retention program design: Design a client retention program with 3 tiers. Output: tier descriptions and 2 success metrics.
95. Policy justification prompts: Prompt to justify recommendations to skeptical clients. Output: 5 justification angles and 2 evidence requests.
96. Operational efficiency: Propose 4 efficiency improvements in daily operations. Output: steps and impact estimates.
97. Agent spotlight prompts: Create prompts for quarterly agent spotlight observations. Output: 5 prompts and 2 scoring hints.
98. Policyholder risk questions: List risk questions to uncover homeowner policy gaps. Output: 10 questions and 2 follow-ups.
99. Escalation path clarity: Clarify escalation paths for high-risk clients. Output: 4 steps and 2 decision criteria.
100. Performance calibration summary: Produce a calibration summary for the team. Output: 1-page summary with 6 data points and 2 recommended calibrations.

Best Practices

• Use prompts to generate objective criteria and reduce subjective bias in reviews.
• Save prompts as templates to reuse across review cycles and agents.
• Pair Gemini prompts with guardrails for privacy, ethics, and compliance.

Common Mistakes to Avoid

• Relying on a single prompt for complex evaluations.
• Using vague prompts that produce generic results.
• Ignoring data inputs and context when interpreting outputs.
• Neglecting to tailor prompts to product lines or client segments.

FAQ

What makes these prompts effective for insurance agents?

They are role-based, task-specific, and include placeholders and output formats that produce actionable insights for performance reviews.

How do I customize prompts for my region or products?

Replace placeholders like [region] and [product] with actual details and add constraints focused on your portfolio.

Can I use these prompts for ongoing coaching as well as reviews?

Yes, many prompts are designed for coaching conversations by highlighting gaps, actions, and follow-up steps.

How should outputs be validated before use?

Cross-check Gemini outputs with your CRM data, client feedback, and compliance checks before final decisions.

Are the prompts suitable for new and experienced agents?

Yes, prompts include development and calibration prompts suitable for varying experience levels.

How can I measure improvement after using these prompts?

Track changes in retention, renewal rates, cross-sell, and client satisfaction after implementing recommended actions.