Root-Causing Lower Car-Shopper Conversion in CarGurus Canada Versus the US

You are a PM at CarGurus. Eight months after the company launched in Canada, the Canadian site converts at a lower rate than the US one. How do you find out why, and what do you do about it? ```hint Check the comparison first Before hunting for a product problem, make sure both numbers measure the same thing and that an eight-month-old market is being compared fairly with a mature one. Then find the step of the funnel where the gap opens. ``` ### Clarifying Questions - Which conversion is lower: shoppers sending a lead to a dealer (a message, call or click-through), dealers signing up for paid plans, or completed car sales? - Has the gap been stable, shrinking or widening over the eight months since launch? - Is conversion tracked and attributed the same way in both countries, for example for phone leads? - Is the gap present in every province, language and device type, or concentrated in some of them? ### What a Strong Answer Covers - A precise definition of conversion and a check that the Canada and US numbers are comparable before any diagnosis - A fair benchmark for an eight-month-old market, and a split of the gap into mix effects (traffic, device, region) versus lower rates within like-for-like segments - A funnel comparison that pinpoints where Canadian shoppers drop off - Hypotheses on both sides of the marketplace: inventory depth and dealer engagement, pricing analysis quality, localization, trust and local competition - A prioritized plan with the metric to move, how changes will be tested, and guardrails ### Follow-up Questions - The gap disappears when you compare Canadian cities with US cities of similar listing density. What do you do next? - Quebec converts far below the rest of Canada. What would you check first, and what would you fix? - How would you set a realistic conversion target for Canada for the next two quarters?