The scientific approach of Start COD Suite involves using GoKwik's advanced risk intelligence framework to effectively and efficiently manage cash on delivery operations.
The framework ideally uses a combination of many sophisticated algorithms and GoKwik’s network intelligence of 100+ million shoppers to identify many critical parameters that play a crucial role in mitigating the risk of RTOs
1. Identification Of Many Key Parameters
GoKwik’s intuitive risk intelligence framework identifies many critical parameters that significantly impact the chances of RTO occurrences.
These parameters include factors like
- Average order value
- Specific products or stock keeping units (SKUs)
- Pin codes with a historically low RTO rate.
By analysing the data through the lens of network intelligence, the system gathers insights into patterns and trends associated with these parameters.
2. Low-Risk Pin Codes
Once the module identifies and analyses these mentioned parameters, it then categorises pin codes on the basis of their historical RTO performance. Ideally, pin codes with low RTO rate history are considered as low-risk zones. Here, eCommerce brands can offer cash on delivery service without much hesitation, and vice versa.
3. Enabling Low-Degree Interventions
Low degree interventions are those that do not impose many harsh restrictions on shoppers for placing cash on delivery orders. For instance, COD Captcha, COD Recaptcha, and COD Prompt are considered as low-degree interventions. They merely ensure that a shopper thinks twice before placing an order and also keep bots and scripts from placing fake orders on a website.
4. Gradual Expansion With Medium And High-Degree Interventions
As the Start COD Suite observes and evaluates the impact of the low-degree interventions, it then gradually suggests eCommerce brands to leverage medium and high-degree interventions to further expand their cash on delivery serviceability in areas where RTO rate is higher than usual.
Medium and high-degree interventions basically involve more assertive messaging, stricter order verification processes, and many other measures that help ensure responsible and committed purchases by shoppers.
Examples of medium and high-degree interventions include, COD Fees & Dynamic Prepaid Discounts, COD Blocking, and Partial COD.
