GoodTime was managing 50+ active Google Search keywords with CPL targets being consistently exceeded. The team needed to differentiate between similar-performing keywords to identify which were truly driving qualified pipeline versus just generating clicks.
Decision-making was based on gut instinct rather than data. Without a structured experimentation framework, the team couldn't determine the optimal mix of spend, keywords, bids, and budgets needed to maximize pipeline while controlling costs.