Connected to Inntopia API & Honeycomb to create closed-loop behavioral marketing. This allowed defining the critical path to conversion and failure, and changing efforts accordingly. Data can help increase opt-ins and leads. Offers to leads must be tailored to interests. More specific options for soft conversions were tested. Reporting was used to save time and optimize growing and converting leads by focusing on behaviors and timing that produce conversions.