What is the effect of increasing budget on ramp-up?

• A. It will guarantee profits immediately
• B. It will cause learning to stop
• C. It will decrease conversions
• D. It will help ramp up faster by accumulating conversion events more quickly

Answer: (D)

Increasing budget during ramp-up accelerates data collection for the learning algorithm. With a higher budget, you reach more people, generate more impressions and clicks, and observe more conversion events in a shorter time. This larger data set lets the system identify which signals, audiences, and bids work best, so the ramp-up period reaches stable, optimized performance more quickly. It doesn’t guarantee profits immediately, and it doesn’t stop learning or reduce conversions; it simply speeds up the path to effective optimization by feeding the algorithm more data faster.