Campaign Experiments
When major changes are made without a clear comparison or learning goal, the first task is to test one meaningful decision at a time where volume allows. We define a hypothesis, control, variable, duration, success measure, risk limit, and review plan, then review the findings with your team. That gives the next change a clear reason instead of adding more activity without checking its value. Record the decision as well as the numbers behind it.
Define accepted leads with the sales team and review the difference between raw forms and worthwhile inquiries. Use that feedback in later decisions. Avoid treating a single favorable number as the whole result.
Conversion definitions
Distinguish a submitted form from an accepted lead or sale. Check event triggers and duplicate counts before using them to judge or automate performance. Separate a measurement error from a change in customer behavior.
Review available search terms, audience signals, locations, and placements. Exclude clearly unsuitable traffic and document the reasons rather than making broad cuts from one poor result. Look at what happened after the initial visit or interaction.
- Current accounts and assets
- Verified business information
- Customer questions
- Budget and team capacity
Discuss Your Priorities
