R
Ray Stafford
A thread about Glowworm on the central heating forum just reminded me of some research that I did a few months ago.
I took a large batch of boiler sales data, and tried to work out how loyal installers were to a brand.
Firstly, I stripped out all the data that I knew related to specified boilers on sites etc, where the installer didnt have choice of brand.
Then I reduced the data again so that it only included installers who had bought at least 3 boilers of the same brand. That might not be all they bought, but I wanted to get rid of all the very small guys who only buy a handful of boilers.
Finally, I took each installer, and categorised them by how loyal they appeared to be to each brand.
Here's an example.
If a given customer bought 10 boilers, and they included 6 worcesters and 4 vaillants, they would be categorised as:
Worcester user, 60% loyal AND
Vaillant user, 40% loyal.
Here's the results by brand:
Vaillant - average 71.3% loyalty (so from my data, any customer who bought at least 3 vaillants, was likely to buy vaillant more than 7 times out of 10)
Worcester - average 70.7% loyalty
Main - average 64.1% loyalty
Glowworm - average 59.8% loyalty
Baxi - average 54.2% loyalty
At the time I did it, we hadn't been selling Ideal long enough to have sufficient data to make it worth analysing.
Not sure that it proves anything, but thought you might be interested.
I took a large batch of boiler sales data, and tried to work out how loyal installers were to a brand.
Firstly, I stripped out all the data that I knew related to specified boilers on sites etc, where the installer didnt have choice of brand.
Then I reduced the data again so that it only included installers who had bought at least 3 boilers of the same brand. That might not be all they bought, but I wanted to get rid of all the very small guys who only buy a handful of boilers.
Finally, I took each installer, and categorised them by how loyal they appeared to be to each brand.
Here's an example.
If a given customer bought 10 boilers, and they included 6 worcesters and 4 vaillants, they would be categorised as:
Worcester user, 60% loyal AND
Vaillant user, 40% loyal.
Here's the results by brand:
Vaillant - average 71.3% loyalty (so from my data, any customer who bought at least 3 vaillants, was likely to buy vaillant more than 7 times out of 10)
Worcester - average 70.7% loyalty
Main - average 64.1% loyalty
Glowworm - average 59.8% loyalty
Baxi - average 54.2% loyalty
At the time I did it, we hadn't been selling Ideal long enough to have sufficient data to make it worth analysing.
Not sure that it proves anything, but thought you might be interested.