Expanding Solar Home System Sales in Kenya
A solar home system provider sought to strategically expand in Kenya. They asked Fraym to define the ideal off-grid product consumer and to pinpoint optimal locations for sales and expansion.
How did we accomplish this?
Quantify the need for off-grid products
Fraym calculated that households who spend at least $200/month were ideal consumers for the client's product. We then put together data on household spending and demand for power to determine the total "size of the prize" for the product in Kenya and for priority communities and rural areas.
Construct tailored target consumer profile
Fraym brought together rich consumer and demographic data layers to characterize the ideal customer for the client's unique product.
Layer 1: Household Spending
We prioritize areas with households spending over $200/month in each county.
Layer 2: Mobile Coverage
We overlay mobile network coverage to highlight areas with adequate connectivity.
Layer 3: Electricity Access
We prioritize areas that are either:
Layer 4: Other Profile Attributes
We add other customized demographic indicators to highlight key areas, including:
- Agricultural employment
- Crops produced
- Population density
- Solar panel ownership
- Energy sources
- Household assets
Locate the best areas to send sales and distribution teams
Finally, with a precise customer definition in place, we mapped concentrations of these target consumers across the country, with precision down to a few square kilometers.
|Over 10km from current grid||97%|
|Over 10km from planned grid||76%|
|Solar panel ownership||9%|
|Number of households||32,000|
|Proportion of county population||15%|
We determined which communities have the highest prospective customer densities. Then we compared the characteristics of each promising community, illustrating which are the best locations to send sales teams, set up distribution centers, or open retail locations.
|Proportion over $200/month||82%|
|Solar panel ownership||8%|
The final product is a detailed, prioritized 'hit list' of the best communities to target for sales and expansion.
In addition, we produced precise guidance on the size of the market for each region, county, city, and priority rural area.