Master Your AI Prompts
Powerful Prompt Engineering Tools
Streamlined solutions to perfect your prompts and elevate your AI interactions
Conversation Testing
Move beyond single-prompt evaluation with our sophisticated conversation flow testing. Simulate authentic user interactions and ensure your AI handles complex multi-turn conversations with precision. Compare different conversation strategies to identify the optimal approach for your specific use cases.
AI-Powered Personas
Create realistic user personas with specific traits, knowledge, behaviors, and desired outcomes to test how your AI responds to different user types and expectations.
Multi-turn Conversation Flows
Test complete conversation paths including edge cases, interruptions, topic changes, and context retention across multiple turns with personalized user goals.
A/B Testing & Comparative Analysis
Compare how different prompts, models, and conversation strategies perform with the same user personas and scenarios, identifying the optimal approach for each persona type and desired outcome.
Tool Usage Verification
Add mock tools to verify that AI agents use them correctly during conversations, ensuring proper parameter handling, appropriate tool selection, and correct response processing.
Cheat Prompt & Jailbreak Prevention
Identify and prevent adversarial prompts, jailbreak attempts, and data extraction techniques that could expose sensitive information or redirect your AI away from its intended purpose, ensuring conversations stay secure, on track, and focused on legitimate user needs.
Conversation Efficiency Control
Prevent infinite loops and excessive exchanges with token usage controls and conversation step limits. Analyze and validate the optimal path to desired outcomes, ensuring agents reach resolution efficiently without unnecessary back-and-forth, saving costs and improving user satisfaction.
Comprehensive Conversation Review
Browse, search, and analyze all simulated conversations with a powerful review interface. Compare different conversation paths, identify patterns, and extract insights from historical interactions to continuously improve your AI's conversational abilities.
Personalized Success Metrics
Define custom success criteria for each persona to measure conversation effectiveness based on their unique needs and goals.
Personas
A/B Test Comparison
A/B Testing Prompts
Summarize the key points of the attached quarterly report, highlighting revenue trends, major challenges, and growth opportunities.
Create a concise summary of the quarterly report with sections for revenue, challenges, and opportunities.
Gemini 2.5
Quarterly Report Summary:
Revenue Trends: 12% YoY growth, with SaaS products showing strongest performance (18% increase).
Key Challenges: Supply chain disruptions impacting hardware division; increasing customer acquisition costs.
Growth Opportunities: Expansion into APAC markets; new enterprise security product line launching Q3.
Quarterly Report Summary
Revenue: 12% year-over-year growth. SaaS division: 18% growth. Hardware division: 5% growth.
Challenges: Supply chain bottlenecks affecting hardware production. Rising CAC (up 15% from previous quarter).
Opportunities: APAC market expansion projected to increase revenue by 20%. New enterprise security suite (Q3 launch) with 45% profit margin.
ChatGPT (GPT-4o)
Quarterly Report Key Points:
- Revenue: Overall growth of 12% compared to same quarter last year
- Product Performance: SaaS offerings leading with 18% growth
- Challenges: Supply chain issues and rising customer acquisition costs
- Opportunities: APAC market expansion and new enterprise security products
Quarterly Report Summary
Revenue
12% YoY growth, with SaaS division outperforming at 18% growth rate. Hardware division showing modest 5% growth.
Challenges
Supply chain disruptions affecting hardware production timelines. Customer acquisition costs increased 15% QoQ.
Opportunities
APAC expansion initiative on track for Q4. New enterprise security product line (20% projected margin improvement).
Overall Recommendations and Suggestions
Best Performing Prompt: System Prompt B provides more structured and detailed output across both models.
Model Recommendation: ChatGPT produces more organized results with clearer section formatting.
Optimization Suggestion: Add "Format with clear headings and bullet points" to either prompt to improve readability. Consider specifying exact metrics to highlight for more consistent outputs.
Prompt Testing
Perfect your single-shot prompts with comprehensive A/B testing across multiple models. Compare different prompt formulations side-by-side to identify the most effective approach for your specific use cases and target models.
Cross-Model A/B Testing
Test the same prompts across multiple AI models simultaneously to identify which formulations work best for each model and use case.
Comparative Analysis
Get side-by-side comparisons of prompt performance with detailed metrics and visualizations to identify strengths and weaknesses.
Actionable Recommendations
Receive AI-powered suggestions for improving your prompts based on comprehensive analysis across models and test cases.
Tool Mocking & Verification
Mock tools that LLMs can use to verify they call them correctly with expected parameters and generate output based on the results.
Structured Output Testing
Validate that responses conform to your specified JSON schema, ensuring consistent and parseable structured outputs.
Detect Adversarial Prompts
Automatically identify edge cases, cheating prompts, and jailbreak attempts that could redirect your AI in unexpected directions or expose sensitive information.
Token Usage Control
Set maximum input and output token limits with real-time usage warnings when prompts exceed expected thresholds, helping you optimize costs and maintain performance within your budget constraints.
Detailed Output Review
Examine each generated output for every model and prompt combination with side-by-side comparisons, allowing you to identify subtle differences in response quality, formatting, and content accuracy.
One-Click Improvements
Instantly apply AI-generated recommendations with a single click, automatically updating your test suite with improved prompts and configurations, then quickly re-run tests to validate the enhancements.
Performance Metrics
Comprehensive analytics to measure and improve your prompt effectiveness across key dimensions.
Test Across Multiple LLM Models
Eliminate model-specific blind spots by testing your prompts across GPT-4, Claude, Gemini, and more. Ensure consistent performance and identify optimizations tailored to each model's unique capabilities and limitations.
- Side-by-side comparison of model responses
- Model-specific performance metrics and insights
- Recommendations for which model works best for each prompt
- Support for local and self-hosted models for privacy and cost efficiency
- A/B test different prompts across multiple models to identify the optimal combinations
Identify & Fix Potential Edge Cases
Protect your user experience from unexpected failures. Our intelligent system automatically identifies potential edge cases in your prompts and provides actionable recommendations to strengthen your AI interactions.
- Automated edge case detection across models
- Specific improvement suggestions for each issue
- Test edge cases across different prompt variations
Comprehensive Performance Analytics
Transform your prompt engineering from art to science with detailed performance metrics. Visualize how your prompts perform against expected outcomes and make informed decisions backed by quantifiable data.
- Visual dashboards with key performance metrics
- Exportable reports for stakeholder presentations
- Historical performance tracking to measure improvements
Why Choose PromptPilot?
Save Development Time
Reduce development cycles by quickly identifying and fixing prompt issues before they reach production.
Improve Response Quality
Deliver more consistent, accurate, and relevant AI responses to your users with optimized prompts.
Data-Driven Decisions
Make informed decisions about your AI strategy with comprehensive analytics and insights.
Reduce Token Costs
Optimize your prompts to use fewer tokens while maintaining or improving response quality.
Team Collaboration
Enable your entire team to collaborate on prompt engineering with shared projects and insights.
Mitigate AI Risks
Identify and address potential risks in your AI responses before they impact your users or business.
Advanced Conversation Testing
Our industry-leading conversation testing goes beyond basic prompts to ensure your AI handles complex, multi-turn interactions flawlessly.
Continuous Improvement
Track performance over time and automatically identify opportunities to improve your prompts.
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