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How Uber driver rating system actually works

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  1. Uber's San Francisco office sent a guide to all of its drivers in 2014 that explained how the driver-rating system works, and how drivers can improve their scores.

    The document says that 4.6 is the important number when it comes to driver ratings. If a driver's rating is 4.6 or lower then Uber is going to start considering kicking that driver off the system.

    This chart shows the distribution between the different driver ratings:

    uber-driver-rating-distribution.png

    Uber

    The 2014 document says that only 2-3% of drivers are in the danger zone below a 4.6 average rating, putting them at risk of deactivation. It also says that "deactivating the accounts of the drivers who provide consistently poor experiences ensures that Uber continues to be known for quality."

    Uber's weekly email newsletter

    Uber drivers (or "partners," as they're known) are sent an email newsletter every week by Uber which covers fares, surge pricing, and other important information.

    If a rider is underperforming it includes a line of red text to let them know that their average rating is low. Like this:

    uber-weekly-driver-email.jpg

    Uber

    This diagram is also included to remind drivers to keep their rating high.

    uber-driver-rating-diagram.png

    Uber

    There's another driver statistic that Uber tracks

    The driver rating isn't the only statistic that Uber tracks. It also looks at something called the "Acceptance rate." When a rider requests a trip through Uber, the nearest driver gets a "ping" telling them that someone wants a ride. They have 15 seconds to tap on the screen of their phone and accept the ping, otherwise it goes to another rider. The percentage of pings accepted is the acceptance rate.

    Uber tells drivers that they should keep above an 80% acceptance rate, but "the closer to 100% the better."

    It includes the statistic in the weekly email that is sent out to drivers:

    uber-weekly-driver-email.jpg

    Uber

    Why drivers get low ratings

    The Uber guide to the driver ranking system also includes information on what causes riders to leave low ratings.

    Here's a chart created by Uber that shows the most frequent complaints that Uber customers have (the annotations are Uber's own):

    uber-passenger-complains-chart.png

    Uber

    Uber says that it takes a lot for a driver to receive a one-star rating. In fact, as of 2014, only 1% of driver ratings are one-star, and 5% of trips are rated three stars or lower. The leading causes of one-star ratings are fights or harassment,
    a problem that Uber has repeatedly struggled with
    .

    uber-one-star-driver-review-causes.png

    Uber

    There's a common myth shared amongst Uber drivers that their ratings actually get worse during the busiest times. They think working late nights over the weekends will result in the worst ratings. But Uber denies that. It offers up this chart as proof that late-nights actually give
    better
    ratings:

    uber-driver-rating-weekend-night-chart.p

    Uber

    What drivers can do to improve their rating

    The most useful part of the Uber guide for its drivers will probably be the advice on how to maintain a high score. Here's what Uber recommends:

    • Offer passengers bottled water, chewing gum, snacks, mints and phone chargers.
    • Keep your vehicle clean and well-maintained
    • Dress appropriately
    • Open the door
    • Offer to carry bags
    • Take the best route
    • Be nice
    • Pick up the right rider
    • Don't ask for a five-star rating

 

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Uber manipulates the heat map and surges to impart some sort of fleet control, drawing resources towards areas of supposed higher demand.

if you drive for Uber for more than 6months and have the riders app open in a surge you'll see it has nothing to do with supply issues.

In the same way Uber will trot out manufactured graphs and statistics to encourage, direct or mislead drivers into driving in a manner that best suits them.

As if drunken, late nigh party goers are more reasonable, considerate passengers! What utter utter BULLCRAP!

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