De Soi aggressively targets customers who have purchased more than once but haven't subscribed. By offering them a "sick deal," they make subscribing a no-brainer. This focus on a specific high-intent cohort was key to jumping from a 15% to over 40% subscriber rate on first purchases.

By layering a series of high-value offers, you dramatically increase customer lifetime value. This higher LTV allows you to afford a much higher customer acquisition cost, effectively pricing competitors out of advertising platforms and starving them of new business.

A 'one-size-fits-all' commission fails to motivate top performers. Advanced affiliate programs use dynamic compensation, tailoring CPA rates by affiliate quality, customer type (new vs. returning), and specific SKUs to create the most compelling incentives.

Betterment treated the location of a sign-up click (top, middle, or bottom of the page) as a proxy for user intent. This allowed them to tailor the onboarding flow—from direct funding for high-intent users to research-focused experiences for skeptical ones—leading to a double-digit increase in fund rate.

When you increase your BFCM discount (e.g., from 20% to 35%), don't turn off high-performing ads that mention the lower discount. A customer clicking an ad for 20% off and discovering a 35% offer on-site is a pleasant surprise that boosts conversion.

Media companies can scale paid acquisition infinitely by selling a low-ticket digital product (e.g., a guide) on the thank-you page after a free newsletter signup. If even a small percentage buys, the revenue can offset ad costs, making subscriber growth free or profitable.

Instead of offering a standard discount to all abandoning shoppers, AI analyzes individual behavior to determine the precise, minimum percentage off needed to secure the conversion. This maximizes sales while preventing unnecessary margin erosion.

With thousands of potential buying signals available, focus is critical. To prioritize, evaluate each signal against two vectors: the expected volume (e.g., how many website visits) and the hypothesized conversion rate to the next funnel stage. This framework allows you to stack rank opportunities and test the highest-potential signals first.

Don't fear low conversion rates on high-ticket items. The dramatic increase in profit per sale more than compensates for lower volume. This model is not only more profitable on the same number of leads but also significantly reduces operational complexity by requiring fewer customers to serve.