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paulg's profile
Paul Graham
Paul Graham
Paul Graham
Verified account
@paulg

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Paul GrahamVerified account

@paulg

paulgraham.com
Joined August 2010

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    1. Matt Lerner‏ @matthlerner Mar 30

      Many businesses sign up for PayPal accounts, get paid a bit, and then “go dark.” We found that most of them are small / occasional users who don’t really need the product every day. That’s 1. Not much revenue and 2. Not addressable anyways. Off the list.

      2 replies 7 retweets 287 likes
      Show this thread
    2. Matt Lerner‏ @matthlerner Mar 30

      What about new signups with legit businesses who have a bad first experience? That’s a serious problem! But it’s not churn. It’s an onboarding & activation problem. (That may sound like splitting hairs, but it’s an important distinction…)

      4 replies 14 retweets 430 likes
      Show this thread
    3. Matt Lerner‏ @matthlerner Mar 30

      (If you go on a first date with somebody, and they ghost you, that is not a “divorce” it’s an “activation” problem.)

      5 replies 78 retweets 1,036 likes
      Show this thread
    4. Matt Lerner‏ @matthlerner Mar 30

      We also had “false positives” who stop transacting for a while, and then predictably re-start. (e.g. halloween costume stores, monthly billers, Burning Man, etc.) Also, a bit of churn is “non-regretted”: people we kicked off the platform for bad behavior. Rule them out.

      5 replies 5 retweets 290 likes
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    5. Matt Lerner‏ @matthlerner Mar 30

      So now we’re down to tenured, well-behaved, non-seasonal merchants who “go dark.” Unfortunately, that’s still hundreds of thousands of accounts. We need to make another cut.

      2 replies 3 retweets 231 likes
      Show this thread
    6. Matt Lerner‏ @matthlerner Mar 30

      PayPal’s B2B revenue is quite concentrated: ~90% of revenue comes from ~10% of their merchants. So we focused on revenue churn rather than account churn. That narrowed the problem considerably! - maybe a couple hundred merchants per year.

      3 replies 20 retweets 424 likes
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    7. Matt Lerner‏ @matthlerner Mar 30

      So what’s left? Large merchants who have been with PayPal more than 3 months, and transact regularly. What’s happening with them? I wish it were that simple…

      1 reply 4 retweets 203 likes
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    8. Matt Lerner‏ @matthlerner Mar 30

      PayPal long ago fixed the major customer experience “killers.” Now it’s all “death by a thousand paper cuts” scenarios. How do you find a thousand paper cuts? You get a summer intern, that’s how! 😀

      6 replies 10 retweets 412 likes
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    9. Matt Lerner‏ @matthlerner Mar 30

      Our diligent intern spent months reconstructing each history - logging into every system: Risk, compliance, customer service, etc. to see where we screwed up. (Getting access to systems was half the work!)

      3 replies 8 retweets 451 likes
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    10. Matt Lerner‏ @matthlerner Mar 30

      Next, he bucketed them into about 20 “killer” scenarios... and we had our “fancy predictive model” and ready to take action!

      3 replies 5 retweets 271 likes
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      Paul Graham‏Verified account @paulg Mar 30
      Replying to @matthlerner

      What were some of the killer scenarios?

      7:34 AM - 30 Mar 2021
      • 6 Likes
      • max Matt Lerner Engin Deniz Tekalp Dolly, age 3 Rav Roberts Sandro Gvelesiani 👋
      2 replies 0 retweets 6 likes
        1. Rav Roberts‏ @ravroberts Mar 30
          Replying to @paulg @matthlerner

          Now you have to answer @matthlernerpic.twitter.com/mqpWoWLO74

          0 replies 0 retweets 0 likes
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        1. Matt Lerner‏ @matthlerner Mar 30
          Replying to @paulg

          Honestly, none of it would surprise you if you Google "PayPal reviews." A lot of it was just noticing it had happened and reaching out before the merchant got so angry they reached out to us.

          0 replies 0 retweets 2 likes
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