I logged every rideshare shift for two weeks. The saturation numbers settled the argument.

The airport lot fills up by noon. The surge map goes quiet. The group chat blames Uber driver saturation. None of that separates a genuinely flooded market from a seasonal dip or a badly built schedule.

Saturation is a measurement problem, and the numbers that solve it are already in your possession. Every shift produces requests, idle minutes, unpaid miles, and queue waits. Log two weeks of shifts, apply a real vehicle cost, and you can rank your options by effective hourly pay instead of arguing about vibes.

Saturation is driver-hours, not driver headcount

The unit matters. Supply is not the number of drivers registered in your metro. It's the number of driver-hours competitors pour into the blocks you actually work. A city can carry 20,000 registered drivers and still pay well on Friday nights if only a few hundred are online then.

Slow weeks have three distinct causes, and only one is oversupply. Seasonality drags demand down everywhere for a known reason. Schedule drift puts you online at hours that were never strong for your market. Only a across-the-board drop in requests per driver-hour, measured over weeks, points at real saturation.

The five stats that expose an oversaturated market

From two weeks of logs you can compute: requests per online hour, busy-time share, dead mile ratio, queue wait at your regular airport runs, and effective hourly rate after the real vehicle cost. The article walks through thresholds for each and what they mean together, because one weak number with four strong ones usually means a schedule fix, not a market problem.

The worked example in the full piece ends with a driver discovering his Tuesday daytime block was dragging his weekly average below minimum wage while his weekend nights were fine. The market wasn't saturated. His schedule was.

The complete logging protocol, the five-stat scorecard, and the ranked list of standard fixes by effective hourly rate are at Extra Hustles.

Cross-posted from Extra Hustles, where side hustles get priced by true hourly rate, receipts first.