UNLOCK YOUR AI CHATBOT'S FULL POTENTIALStop Guessing.
Start Optimize with Stumble.
Your AI Chatbot Analytics Platform.

Traditional product analytics weren't built for the nuances of Large Language Models. Stumble provides the specialized insights you need:

  • Discover if your AI chatbot is truly delivering results.
  • Gain deep insights into LLM's model performance.
  • Effectively A/B test your prompts and strategies.
  • Understand every user interaction to ensure goal achievement.
  • Replace black boxes with actionable clarity.
  • Track and compare conversion of different LLM models.
Join the WaitlistSee how it works below.
Live Analytics Stream
  • active_scenarios: ["travel_planning","technical_support","sales_engagement"]
  • models_deployed: {"Claude 3.5 Sonnet":"travel_planning","GPT-4o":"technical_support","DeepSeek R1":"sales_engagement"}
  • system_status: optimal
  • aggregate_metrics: {"Claude 3.5 Sonnet":{"avg_response_time":780,"task_success_rate":0.95,"cost_per_interaction":"$0.012"},"GPT-4o":{"avg_response_time":890,"task_success_rate":0.93,"cost_per_interaction":"$0.015"},"DeepSeek R1":{"avg_response_time":650,"task_success_rate":0.91,"cost_per_interaction":"$0.008"}}
  • scenario_success_rates: {"travel_planning":{"goal_completion":0.89,"user_satisfaction":0.94},"technical_support":{"goal_completion":0.92,"resolution_speed":"above_target"},"sales_engagement":{"goal_completion":0.87,"conversion_rate":0.35}}
  • task_specific_metrics: {"knowledge_retrieval":{"Claude 3.5 Sonnet":0.94,"GPT-4o":0.96,"DeepSeek R1":0.92},"conversation_coherence":{"Claude 3.5 Sonnet":0.96,"GPT-4o":0.94,"DeepSeek R1":0.93},"task_completion":{"Claude 3.5 Sonnet":0.95,"GPT-4o":0.93,"DeepSeek R1":0.91}}
  • recommendations: [{"scenario":"travel_planning","suggestion":"Enhance seasonal knowledge base","impact_score":0.85},{"scenario":"technical_support","suggestion":"Expand error resolution templates","impact_score":0.92},{"scenario":"sales_engagement","suggestion":"Update competitor comparison data","impact_score":0.88}]
Conversation Success RateLast 6 Hours
User Engagement TrendsWeek Overview

Tired of the Chatbot Guessing Game?

Tired of the Chatbot Guessing Game?

You've invested in AI chatbots, but without specialized analytics, you're likely missing critical insights. Generic tools just don't cut it for the nuances of conversational AI. Sound familiar?

Common Payment Data Problems:

  • Is my new prompt version *actually* better?
  • Why are users dropping off mid-conversation?
  • Which AI model offers the best ROI for this task?
  • Are we effectively guiding users to their goals?
  • How do I prove the value of our chatbot efforts?
  • Is our chatbot behaving as consistently as we think?
  • What's the real impact of this model change?
  • Are we missing out on key conversion opportunities?
  • How can I systematically A/B test conversational flows?
  • Is our bot truly understanding user intent?

See Stumble in Action: Real-Time Insights for Your Chatbot

Ever wonder what's truly happening inside your AI chatbot conversations? Stumble provides a clear, real-time window into performance, user interactions, and the effectiveness of your AI models and prompts.

Let's make your chatbot smarter

Just 3 of countless possibilities: Watch how Stumble provides deep insights across different chatbot scenarios, from customer service to sales and beyond.

00:000

AI travel agent helping plan a complex international trip

Using Claude 3.5 Sonnet

Watch the conversation unfold in real-time and observe how Stumble tracks every interaction. Expand the event logs on the right to see detailed analytics, from intent detection to sentiment analysis.

Analytics Event Stream

Unlock Peak Chatbot Performance with Stumble

Stumble will empower you with a comprehensive suite of tools designed for the unique challenges of AI chatbot analytics.

Prompt Performance Analytics
Optimize Prompts

Quantify the impact of every prompt with deep LLM observability. Track token usage, latency, and model behavior to drive better responses, higher engagement, and desired outcomes.

Conversation Intelligence
Understand Users

Go beyond surface-level data. Analyze full user interactions, map conversation flows, identify drop-off points, and understand sentiment to improve user experience.

A/B Testing Framework
Test & Iterate

No more guesswork. Easily set up and manage A/B tests for different AI models, prompt strategies, and conversational paths to find what truly works best.

Behavior & Compliance Monitoring
Ensure Reliability

Ensure your chatbots are adhering to guidelines and performing their intended functions effectively. Get alerts and insights into anomalous behavior.

Centralized Analytics Hub
Unified View

Bring all your AI chatbot data together. Monitor LLM performance, token usage, and model behavior alongside user interactions in a unified platform for comprehensive observability.

AI Model ROI Optimization
Maximize ROI

Connect performance to cost. Understand which AI models deliver the best results for your specific goals, helping you optimize spend and justify investment.

Frequently Asked Questions

What exactly is Stumble?

Stumble is a specialized analytics platform for AI chatbots. It helps product managers, AI developers, and teams track model performance, A/B test prompts, understand user interactions, and ensure their chatbots are achieving intended goals.

Who is Stumble for?

Stumble is designed for anyone building, managing, or relying on AI chatbots – particularly Product Managers, AI/ML Engineers, Chatbot Developers, and startup founders who want to deeply understand and optimize their chatbot's effectiveness.

How is Stumble different from generic analytics tools?

Generic analytics tools often miss the nuances of conversational AI. Stumble provides specialized metrics, A/B testing for prompts/models, and deep insights into conversation flows that are specifically designed for the challenges of AI chatbots.

Is Stumble available now?

Yes! Stumble is currently in beta testing. We're working with select groups of early adopters to refine the platform. You can join our waitlist to get early access and help shape the future of AI chatbot analytics.

What kind of insights can I expect?

You'll be able to see how different prompts perform, which AI models are most effective for your specific tasks, where users struggle in conversations, how to improve goal completion rates, and much more.

How can I measure my chatbot's ROI with Stumble?

Stumble helps you track key metrics like conversion rates, user satisfaction scores, task completion rates, and cost per successful interaction. You can compare these metrics across different AI models and prompt versions to optimize your chatbot's performance and justify your AI investment.

Can I A/B test different prompt versions?

Yes! Stumble's A/B testing framework allows you to test different prompt versions simultaneously. You can track metrics like response quality, user engagement, and goal completion rates for each version, helping you make data-driven decisions about which prompts work best.

How does Stumble help with user experience optimization?

Stumble provides detailed conversation flow analytics, showing you where users get stuck or drop off. You can analyze sentiment patterns, identify common user intents, and track how different conversation paths affect user satisfaction and goal completion.

What metrics should I focus on for my chatbot?

Key metrics include goal completion rate, average conversation length, user satisfaction score, response accuracy, and cost per interaction. Stumble helps you track these metrics and provides insights on how to improve them based on your specific chatbot's goals.

How can I get started with Stumble?

Join our waitlist to get early access. Once onboarded, you'll receive a simple SDK to integrate with your chatbot. Our team will help you set up tracking for your specific use case and guide you through the platform's features.

Ready to Master LLM Observability?

Join the Stumble waitlist today and be among the first to experience the future of LLM Observability. Get ready to unlock deep insights into your AI models' performance, track every interaction, and build chatbots that deliver measurable results through comprehensive observability.