A/B Testing
for AI
Run experiments on your prompts with statistical rigor. Route traffic, track outcomes, and find the winning variations.
Experimentation Features
Traffic Routing
Route requests based on configurable traffic splits. Control exactly how much traffic each variant receives.
Custom Filters
Split traffic based on custom parameters like user segments, regions, or any attribute you send.
Multiple Buckets
Test more than two variants at once. Create complex experiments with multiple prompt variations.
Consistent Allocation
Same user always gets the same bucket. Split by user ID or session ID for reliable results.
Where A/B Testing Shines
Discover how teams use LaikaTest to optimize their AI applications across different scenarios.
Marketing Prompt Optimization
Test different tones, CTAs, and messaging to maximize conversion rates in your AI-generated marketing content.
Customer Support Quality
Compare response templates to find which prompts deliver the highest customer satisfaction scores.
Content Generation Testing
Optimize prompts for blog posts, product descriptions, and creative content to improve engagement.
Chatbot Response Optimization
Refine chatbot personalities and response styles to increase user retention and task completion.
Simple SDK
Our lightweight SDK handles bucketing, assignment caching, and outcome tracking. Focus on your product, not experiment infrastructure.
import { LaikaTestClient }
// Get assigned variant
const assignment = await client
.getPromptForUser(
'exp-id',
'user-123'
);
// Track outcome with score
await client.trackSuccess({
userId: 'user-123',
score: 8.5,
feedback: 'positive'
})Rich Data Visualization
Common Questions
Start Running Experiments
Stop guessing which prompts work best. Let data drive your decisions.