The business problem
A brand may list the same dealership in several places, while that dealer’s website exposes only part of its stock. A missing count cannot safely be read as zero inventory.
Powersports Market Intelligence · Research & intelligence
A research engine for the market behind the dealerships.
Brand representation, physical dealerships, territories and publicly visible inventory, organized into comparable research views with evidence grades and collection status.
The hardest part
The websites do not share a format, and some block collection. Adapters and dealer-by-dealer checks retain evidence grades and collection status before a research view is released. Missing and uncollected values stay explicit; historical changes are compared on a consistent basis.
How it comes together
Dealer entities connect brands, provinces and publicly visible inventory. Each observation retains its source and collection record. SAAQ and Ontario MTO registration-stock datasets provide separate market context; registered stock is not added to annual retail sales or website inventory.
From source to published research
Dealer websites
Collect observations
Match & deduplicate
Grade the evidence
Publish the research view
Missing values remain marked as not retrieved through publication; they are not estimated.
Connected capabilities
Many of these projects were built for businesses we operate ourselves — we run the software we build.
Explore services- 01
Brands & physical dealers
- 02
Territory matrices & visible stock
- 03
Evidence grades & change history
Questions we are often asked
Can you tell how much new powersports inventory dealers hold in a province?
Only for what dealers show publicly, and the research says so. It connects dealer entities, brands, provinces and publicly visible inventory, with the source and collection record kept for each observation.
What does a missing inventory count mean in the research?
It means the count was not available, not that the dealer has zero stock. Missing and uncollected values stay explicit rather than estimated.
Do you use government registration data?
Yes, SAAQ and Ontario MTO registration-stock datasets provide separate market context. Registered stock is not added to annual retail sales or website inventory.
Is this investment advice?
No. It is source-backed research on dealer networks and territories, not investment advice.
Let us look at the business first.
Start with a two-to-three-week Operating Review: fixed scope, fixed fee, and you keep everything.