When researching specific declined jobs, several patterns emerge:
Let's take two shops, A and B with the engine air filter numbers as shown in the screenshot below
You could frown upon shop A's high decline rate and praise shop B's low decline rate.
The actual pattern is that Shop B under-recommend the engine air filter replacement. The low recommendation rate suggests that only slightly more than 10% of all customers receive the recommendation.
Shop A has a healthy recommendation rate of 25% of the customers receiving a recommendation to replace the engine air filter.
It turns out that the job opportunity, taking the approved and declined jobs together, shows that Shop A has a bigger opportunity to implement a better process since consistency is in place. All it takes is to help the SA educate the motorists for a higher approval rate.