Champion/Challenger Testing
FrameworkRevOps
A methodology for testing process changes by running a new approach (challenger) against the current standard (champion) with a subset of reps, then measuring which performs better before rolling out org-wide.
Champion/Challenger Testing is a structured experimentation framework where your current best-performing process, sequence, or configuration (the champion) is tested against one or more alternatives (the challengers) to determine if a better approach exists.
How It Works
- The champion is your existing standard (e.g., a sales cadence, lead scoring model, pricing structure, or routing rule).
- One or more challengers are deployed in parallel against a portion of the same audience.
- After a statistically meaningful period, results are compared.
- If a challenger outperforms the champion, it becomes the new champion.
Where RevOps Uses Champion/Challenger
- Sales sequences: Test different email cadences, call timing, or messaging to improve response rates.
- Lead scoring models: Run two scoring algorithms side by side to see which predicts conversion more accurately.
- Lead routing rules: Test round-robin vs. territory-based vs. scored routing to optimize speed-to-lead and conversion.
- Pricing and packaging: Offer different bundles or price points to segments to measure impact on win rate and ASP.
- Forecasting models: Compare weighted pipeline vs. AI-based forecasting to see which predicts more accurately.
Why It Matters
Champion/Challenger testing replaces opinion-driven decisions with data. Instead of debating whether a 7-step or 12-step cadence is better, you run both and measure the outcome.
Best Practices
- Change only one variable at a time. If you change email copy, timing, and number of steps simultaneously, you cannot isolate what drove the result.
- Ensure sufficient sample size and test duration so results are statistically significant and not due to randomness.