Request a callHow to prioritize a marketing experiment backlog with impact, confidence and effort
Keep one backlog of test ideas and score each on impact, confidence and effort. Run the highest scores first, review the list on a fixed rhythm and retire stale ideas. A scored backlog keeps the team from testing whatever idea is loudest.
Key takeaways
- One backlog, one scoring method.
- Impact, confidence and effort are enough to start.
- Review and re-score every week or two.
- Tie each idea to a funnel stage and a metric.
Collect ideas in one place
Gather ideas from sales calls, customer interviews, analytics, heatmaps and competitor reviews. Record the problem each idea solves.
Score each idea
- Impact: how much could this move the target metric?
- Confidence: how strong is the evidence?
- Effort: how much time and cost?
Run the cadence
- Rank by combined score.
- Pick the top idea that fits current capacity.
- Run it, record the result and update scores.
- Remove ideas the data has made obsolete.
Balance the portfolio
Mix quick wins with a few bigger bets. A backlog of only small tweaks rarely moves pipeline.
Frequently asked questions
Is there a standard scoring scale?
Use a simple scale such as one to ten for each factor and apply it consistently.
Who decides priority?
The testing owner, with input from sales, analytics and the channel owners.
How many ideas should be in the backlog?
Enough for a quarter of tests. More than that tends to go stale.
Related service: Conversion rate optimization. See also pricing and client results.