AI Split Test Result Explainer

WHAT IT DOES

The AI Split Test Result Explainer transforms split test data — variant descriptions, sample sizes, conversion rates, confidence intervals, and test duration — into a clear, structured test result explanation. The agent analyzes the provided test results and produces a concise report that includes: winner identification with performance lift percentage and relative improvement over the control variant, a statistical significance assessment with confidence level (e.g., 95% significant, not statistically significant), key takeaways and learnings from the test (what worked, why, and any secondary observations), and recommended actions and next steps including whether to implement the winning variant, run a follow-up test, or explore additional variants. The output is designed to help marketers, product managers, and business leaders quickly understand what the test results mean, whether they can trust the outcome, and what to do next. The agent handles various test types including A/B tests, multivariate tests, and sequential tests, and can interpret different statistical metrics (p-values, confidence intervals, Bayesian probabilities).

HOW TO USE

Open the agent in BotSurf by searching for "AI Split Test Result Explainer" or navigating to the slug directly. Paste your API key once — it stays local and is never transmitted to us. In the input box, describe your split test including the variants tested, sample sizes for each variant, conversion rates or performance metrics, confidence intervals or p-values, and any relevant context about the test goal or duration. Press the "Explain Split Test Results" button. Within seconds, you receive a complete test analysis with winner identification, significance assessment, and actionable recommendations. Copy the output, paste it into your test reporting, share it with your team, or use it to guide implementation decisions. No complex configuration, no statistical calculations — just describe and receive.

WHAT IT SENDS

The agent sends exactly the text you type or paste into the input box — nothing more, nothing less. It does not access your testing platforms, analytics tools, customer databases, or any external data sources. It does not scan your test results, read your spreadsheets, or examine your browser beyond the explicit input provided. It does not store, log, or retain the content of your requests for any purpose beyond generating the immediate response. Usage logs record only: timestamp, user ID, run count, and success/failure status — never the test details, variant performance, or generated analysis. All content is transmitted over TLS and discarded immediately after the response is delivered. Billing is based purely on the number of "Explain Split Test Results" button presses (runs), capped at 100 per month per subscription. No request content is used for model training, analytics, or any secondary purpose. This is an auditable boundary: your test data stays yours.

SUBSCRIPTION

$19.99 per month. Includes a 7-day free trial — no credit card required to start. Each month gives you 100 generation runs, enough for multiple test analyses, different test types, or iterative follow-up analyses. Unused runs do not roll over. Cancel anytime from your BotSurf subscription dashboard — no questions, no penalties. After cancellation, you retain access until the end of your current billing period.

THE PANEL

Drag the panel anywhere on your screen. Snap it to the left, right, or bottom edge for side-by-side work. Collapse it to a small bubble icon when you need focus. Press Escape to close the panel instantly. All state is saved per session — your input text and API key remain until you clear them.

PLEASE NOTE

This agent assists with test result interpretation and analysis; it does not replace statistical expertise, business judgment, or strategic decision-making. AI can produce incorrect, incomplete, or misleading interpretations — always verify any split test analysis that influences product changes, marketing investments, or user experience decisions. For regulated sectors (finance, healthcare, legal, insurance), treat this output as a starting point for internal review, not as professional statistical or business advice. The final decisions must be approved by your authorized personnel and, where appropriate, reviewed by relevant stakeholders. No liability is accepted for losses arising from reliance on generated content.