Rapido monetizes its supply, not its rides — commission on bikes, a captain subscription on autos and cabs. Drag the levers and watch whether growth actually pays. The contribution-per-ride tile is the one number volume can’t fake.
Illustrative model — relationships are directionally accurate; absolute figures are synthetic for demonstration.
Tap a card to load it into the model above, then watch which tiles move — and which one tells the truth.
Demand and supply rise together. Utilization holds, crossing rate steady — rides and revenue climb in step.
Supply outruns demand. North Star ticks up, but utilization and crossing rate fall — contribution per ride drops.
Revenue and contribution jump green — but the North Star falls and multi-homing spikes. The marketplace contracts.
This is the working model behind a product-metrics case study on Rapido. Its premise: because Rapido monetizes its supply side — commission on bikes, a captain subscription on autos and cabs — a fulfilled ride adds to the North Star equally but only converts to revenue under different conditions in each segment. Growing rides is therefore not the same as growing the business.
The model encodes that as a feedback loop. Add auto/cab captains faster than demand can feed them and utilization falls, fewer captains cross the ₹10,000 earnings threshold to become payers, and a rising share of rides generate North Star credit but no revenue. The contribution-per-ride tile is built to catch exactly that divergence.