Connecting high-quality Australian businesses with customers who need them. With over 300 categories, from plumbers and electricians to pet groomers and interior designers, Oneflare is where your to-do list gets done.
Their Commercial Challenge
When customers post a job to do they expect to receive a few quotes, but they don’t want to be flooded with businesses contacting them. Being able to predict how many quotes a job will receive is important.
Moxy developed a machine learning algorithm that could accurately predict the number of quotes a job would receive taking into account various factors such as job type and geography.
Based on those predictions, the business was able to intervene by providing better feedback to job posters and tailoring the amount of promotion each new listing received.
“At Oneflare we are obsessed with understanding the thousands of consumer job requests we get each day so that we can match them to the suppliers best suited to do the work. The key challenge though is to make predictions in real time using a number of variables, something made possible through sophisticated machine learning Algorithms - Moxy were instrumental in helping us to better understand the dynamics of our marketplace.”