Bangaly Kaba

Director of Product Management, YouTube · 1 appearance on the record, plus 1 compilation re-air.

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executiveoperatorinvestor@iambangaly ↗LinkedIn ↗

Bangaly Kaba oversees creator monetization as a product leader at YouTube and advises consumer technology startups. He previously served as Head of Growth at Instagram, VP of Product at Instacart, and an early growth product manager at Facebook.

27statements → 10claims → 6claims resolved → 100%fully supported → 3.9/5average certainty → 1.8/5average debate potential → ≈4.5/5argument clarity, estimated → 1said about them ↓

6 supported 0 partly supported 0 contradicted 4 not checkable as stated how the 10 claims stand · each chip opens the sources

1 prediction · 9 assertions · 15 insights · 2 disclosures · every statement was checked. The prediction and assertions are the 10 claims: statements the public record can support or contradict. 6 are resolved, and 4 name no date, number or outcome precise enough to check. Everything else (opinions, insights, what ifs, disclosures) can never be settled by the record, so it carries no assessment.

The record, in short

What the tape says about how Bangaly argues and how the claims held up. Everything they said, and everything said about them, is in the tabs below.

Their most notable supported claim

Assertion Supported
Instagram retention rose from 20% to over 50% under Bangaly Kaba
“I think we improved our retention from about 20% to maybe over 50% while I was there.”
Bangaly Kaba Dec 16, 2021 ▶ 5:31 20Growth: The Biggest Growth Lessons from Leading Teams at Instagram & Instacart, How To Structure The Hiring Process for Growth Teams, How To Onboard Growth Reps Efficiently and The Relationship Between Growth and The Rest of the Org with Bangaly Kaba, H

Expressed certainty vs assessment result

none yet certainty 1
none yet certainty 2
100% certainty 3
100% certainty 4
100% certainty 5

weighted support: a fully supported claim counts one, a partly supported claim counts half. Each filled bar is clickable and opens exactly those claims; "none yet" means nothing said at that certainty level has resolved yet

How they sound: not measured why? →

We measure speaking style by listening to the audio itself, and a fair number needs at least 2,000 words from one person on tape we have measured. We have 8,408 words of Bangaly Kaba, and that is not enough to publish a rate. This says nothing about how they speak.

Everything Bangaly Kaba said on 20VC that made the record, most notable first. Filter by type, assessment or year in the ledger →

Insight
Kaba: Early-stage startups should hire junior growth specialists, not senior executives
“I usually actually tell people to start junior. The reason why is a couple things. One is, you know, when you hire people who are more senior, they tend to be really, really good at, like, understanding systems, building for scale, Like helping to enable teams…”
Bangaly Kaba Nov 25, 2022 ▶ 25:38 20VC: When to Make Your First Growth Hire? Senior or Junior? How To Onboard Them? How To Monitor Their Progress? from Growth Leaders @ Facebook, Instagram, Lyft, Instacart, Miro and more
Insight
Founders must understand their growth flywheel before hiring growth leaders
“It really works best when the founder understands one of their own primary flywheels and have figured it out. And so what I mean is like, it's really hard to outsource growth and say like, hey, head of growth, come like make us grow. If the founder doesn't rea…”
Bangaly Kaba Dec 16, 2021 ▶ 10:04 20Growth: The Biggest Growth Lessons from Leading Teams at Instagram & Instacart, How To Structure The Hiring Process for Growth Teams, How To Onboard Growth Reps Efficiently and The Relationship Between Growth and The Rest of the Org with Bangaly Kaba, H
Assertion Supported
Instagram retention rose from 20% to over 50% under Bangaly Kaba
“I think we improved our retention from about 20% to maybe over 50% while I was there.”
Bangaly Kaba Dec 16, 2021 ▶ 5:31 20Growth: The Biggest Growth Lessons from Leading Teams at Instagram & Instacart, How To Structure The Hiring Process for Growth Teams, How To Onboard Growth Reps Efficiently and The Relationship Between Growth and The Rest of the Org with Bangaly Kaba, H
Insight
Early-stage startups should hire junior growth talent over senior leaders
“Yeah, I usually actually tell people to start junior. The reason why is a couple things. One is, you know, when you hire people who are more senior, they tend to be really, really good at, like, understanding systems, building for scale, like, helping to enabl…”
Bangaly Kaba Dec 16, 2021 ▶ 11:26 20Growth: The Biggest Growth Lessons from Leading Teams at Instagram & Instacart, How To Structure The Hiring Process for Growth Teams, How To Onboard Growth Reps Efficiently and The Relationship Between Growth and The Rest of the Org with Bangaly Kaba, H
Assertion Supported
Instagram lacked basic registration flow data logging in 2016
“Even at the best companies, like when I joined Instagram, we literally did not have logging for all of the registration flow. It was incredible. We knew how many people started and how many people ended, but we did not know what was happening at every step of …”
Bangaly Kaba Dec 16, 2021 ▶ 19:48 20Growth: The Biggest Growth Lessons from Leading Teams at Instagram & Instacart, How To Structure The Hiring Process for Growth Teams, How To Onboard Growth Reps Efficiently and The Relationship Between Growth and The Rest of the Org with Bangaly Kaba, H
Prediction Held up
Bangali Kaba predicts Clubhouse will survive long-term
“Does it survive? Yeah, I think it does.”
Bangaly Kaba Dec 16, 2021 ▶ 31:53 20Growth: The Biggest Growth Lessons from Leading Teams at Instagram & Instacart, How To Structure The Hiring Process for Growth Teams, How To Onboard Growth Reps Efficiently and The Relationship Between Growth and The Rest of the Org with Bangaly Kaba, H
Insight
Kaba: Founders must understand their product's growth flywheel before hiring growth roles
“It really works best when the founder understands one of their own Primary flywheels. And I figured it out. And so what I mean is like, it's really hard to outsource growth and say like, Hey, how do growth come like make us grow. If the founder doesn't really …”
Bangaly Kaba Nov 25, 2022 ▶ 24:21 20VC: When to Make Your First Growth Hire? Senior or Junior? How To Onboard Them? How To Monitor Their Progress? from Growth Leaders @ Facebook, Instagram, Lyft, Instacart, Miro and more
Assertion Not checkable as stated
Kaba: Instagram improved its user retention rate from 20% to over 50%
“I think we improved our retention from about 20% to maybe over 50% while I”
Bangaly Kaba Mar 25, 2022 ▶ 15:29 20VC The Memo: Inside the Growth Engines of Facebook, Twitter, Instagram and Instacart with the Growth Leaders Who Built Them; How Instagram Went from 440M to 1BN, How Twitter Changing Their Signup Flow was a Needlemover and How Removing Card Payment Requ
Insight
Kaba: North Star metrics should be derived from qualitative product magic
“Metrics are always a representation of your strategy, right? And so you shouldn't just choose a metric. I talked to founders about is like, let's talk qualitatively about what is the magic of the product? What makes this product really tick? And how do we know…”
Bangaly Kaba Mar 25, 2022 ▶ 15:55 20VC The Memo: Inside the Growth Engines of Facebook, Twitter, Instagram and Instacart with the Growth Leaders Who Built Them; How Instagram Went from 440M to 1BN, How Twitter Changing Their Signup Flow was a Needlemover and How Removing Card Payment Requ
Assertion Not checkable as stated
Kaba: Hundreds of thousands of Instagram users failed to log in daily
“We had a team that was responsible for what I call access churn. Access churn was basically you, Harry, are in Instagram. You sign out for whatever reason, right? Like you just don't want background data. You want privacy. And we started seeing that just a ton…”
Bangaly Kaba Mar 25, 2022 ▶ 17:18 20VC The Memo: Inside the Growth Engines of Facebook, Twitter, Instagram and Instacart with the Growth Leaders Who Built Them; How Instagram Went from 440M to 1BN, How Twitter Changing Their Signup Flow was a Needlemover and How Removing Card Payment Requ
Insight
Kaba: Productizing multiple accounts boosts overall platform engagement
“The people who were getting back in and driving this incremental behavior were people who had a second or a third account who were losing access to that account. And so, that actually helped us to understand that there was actually a mindset around, I, Harry, …”
Bangaly Kaba Mar 25, 2022 ▶ 17:59 20VC The Memo: Inside the Growth Engines of Facebook, Twitter, Instagram and Instacart with the Growth Leaders Who Built Them; How Instagram Went from 440M to 1BN, How Twitter Changing Their Signup Flow was a Needlemover and How Removing Card Payment Requ
Insight
World-class growth requires extreme focus on one core mechanic
“I mean, one thing for me that resonates is that world-class companies, especially those that have tremendous growth, have like incredible focus. They focus on one thing at a time that is working really, really well. They make sure they understand it. They know…”
Bangaly Kaba Dec 16, 2021 ▶ 5:00 20Growth: The Biggest Growth Lessons from Leading Teams at Instagram & Instacart, How To Structure The Hiring Process for Growth Teams, How To Onboard Growth Reps Efficiently and The Relationship Between Growth and The Rest of the Org with Bangaly Kaba, H
Assertion Not checkable as stated
Instagram found retention required seeing distinct content from known contacts
“So for at Instagram, for example, you know, what we found was that people, after they join, after they see some amount of really interesting, visually distinct content in their feed from people they know, they want more.”
Bangaly Kaba Dec 16, 2021 ▶ 6:56 20Growth: The Biggest Growth Lessons from Leading Teams at Instagram & Instacart, How To Structure The Hiring Process for Growth Teams, How To Onboard Growth Reps Efficiently and The Relationship Between Growth and The Rest of the Org with Bangaly Kaba, H
Insight
Growth teams must operate cross-functionally, never in isolation
“Growth is always cross-functional, right? It should never be on an island, and this is a big, I think, mistake that founders make.”
Bangaly Kaba Dec 16, 2021 ▶ 8:53 20Growth: The Biggest Growth Lessons from Leading Teams at Instagram & Instacart, How To Structure The Hiring Process for Growth Teams, How To Onboard Growth Reps Efficiently and The Relationship Between Growth and The Rest of the Org with Bangaly Kaba, H
Insight
Interview exercises should evaluate candidate reasoning, not correctness
“The goal isn't for them to get it right, right? Like if you hear the feedback and they get it wrong, that's like, you're not doing it right. Like it's, that's not the goal. The goal is to understand how they think and how they critically reason about your busi…”
Bangaly Kaba Dec 16, 2021 ▶ 14:21 20Growth: The Biggest Growth Lessons from Leading Teams at Instagram & Instacart, How To Structure The Hiring Process for Growth Teams, How To Onboard Growth Reps Efficiently and The Relationship Between Growth and The Rest of the Org with Bangaly Kaba, H
Insight
Growth candidates relying on platitudes over first principles are red flags
“I think it's, I'd say red flags to me tend to be just a lot of platitudes and not, they can't really give specifics as to why. So when you ask like, okay, you said this, you said our business is, is weak in this area. Why? Like what makes you think about that?…”
Bangaly Kaba Dec 16, 2021 ▶ 16:00 20Growth: The Biggest Growth Lessons from Leading Teams at Instagram & Instacart, How To Structure The Hiring Process for Growth Teams, How To Onboard Growth Reps Efficiently and The Relationship Between Growth and The Rest of the Org with Bangaly Kaba, H
Insight
Growth onboarding requires a listening tour, data audit, and customer chats
“I think it's like a listening tour, plus a little bit of a data tour, I'd call it, plus like customer conversations. You've got to learn the business, right, and learn really what makes the business tick, and understand what your cross-functional stakeholders …”
Bangaly Kaba Dec 16, 2021 ▶ 16:55 20Growth: The Biggest Growth Lessons from Leading Teams at Instagram & Instacart, How To Structure The Hiring Process for Growth Teams, How To Onboard Growth Reps Efficiently and The Relationship Between Growth and The Rest of the Org with Bangaly Kaba, H
Insight
Growth impact takes 6 to 9 months without existing infrastructure
“And so, you know, sometimes it takes six to nine months to really start making progress if you don't have the right foundation.”
Bangaly Kaba Dec 16, 2021 ▶ 19:37 20Growth: The Biggest Growth Lessons from Leading Teams at Instagram & Instacart, How To Structure The Hiring Process for Growth Teams, How To Onboard Growth Reps Efficiently and The Relationship Between Growth and The Rest of the Org with Bangaly Kaba, H
Insight
Growth leads and CEOs need weekly check-ins
“I've never done it where it was less than once a week conversation, even if it's like 30 minutes here and there, because growth numbers change so much so quickly.”
Bangaly Kaba Dec 16, 2021 ▶ 22:21 20Growth: The Biggest Growth Lessons from Leading Teams at Instagram & Instacart, How To Structure The Hiring Process for Growth Teams, How To Onboard Growth Reps Efficiently and The Relationship Between Growth and The Rest of the Org with Bangaly Kaba, H
Insight
Early-stage growth bets require leaning on founder vision
“The earlier you are, the less data you have, and the more you need to lean on, like kind of qualitative stuff that you're seeing in the product or from customers or, you know, kind of the vision of the founders, because they will help to inform what you invest…”
Bangaly Kaba Dec 16, 2021 ▶ 22:50 20Growth: The Biggest Growth Lessons from Leading Teams at Instagram & Instacart, How To Structure The Hiring Process for Growth Teams, How To Onboard Growth Reps Efficiently and The Relationship Between Growth and The Rest of the Org with Bangaly Kaba, H
Insight
Every executive growth role at scale is a turnaround
“One was that, like, every job that I was Talking to was in some ways a turnaround, right? It was a turnaround because it was either there was an investment that needed to be made that hadn't been made, or you were replacing someone who couldn't scale, or they …”
Bangaly Kaba Dec 16, 2021 ▶ 23:34 20Growth: The Biggest Growth Lessons from Leading Teams at Instagram & Instacart, How To Structure The Hiring Process for Growth Teams, How To Onboard Growth Reps Efficiently and The Relationship Between Growth and The Rest of the Org with Bangaly Kaba, H
Assertion Not checkable as stated
Hundreds of thousands of Instagram users daily lost accounts to forgotten passwords
“Hundreds of thousands of people a day who would never get back into their account because they forgot their password.”
Bangaly Kaba Dec 16, 2021 ▶ 28:11 20Growth: The Biggest Growth Lessons from Leading Teams at Instagram & Instacart, How To Structure The Hiring Process for Growth Teams, How To Onboard Growth Reps Efficiently and The Relationship Between Growth and The Rest of the Org with Bangaly Kaba, H
Disclosure
Kaba: Discord's founders mapped their own network flywheels before hiring growth
“I happened to have the fortune of working with the discord founders last summer. And it was incredible how well they knew their own kind of, like, network and fly rule. Stan, the CTO, was, like, drawing diagrams for me on paper of, like, you know, how, you kno…”
Bangaly Kaba Nov 25, 2022 ▶ 24:51 20VC: When to Make Your First Growth Hire? Senior or Junior? How To Onboard Them? How To Monitor Their Progress? from Growth Leaders @ Facebook, Instagram, Lyft, Instacart, Miro and more
Assertion Supported
Instagram grew 50% year-over-year during Bangaly Kaba's early tenure
“We grew basically 50% year over year for the first couple years while I was there.”
Bangaly Kaba Dec 16, 2021 ▶ 19:22 20Growth: The Biggest Growth Lessons from Leading Teams at Instagram & Instacart, How To Structure The Hiring Process for Growth Teams, How To Onboard Growth Reps Efficiently and The Relationship Between Growth and The Rest of the Org with Bangaly Kaba, H

Show 3statements(3 left)

The other half of the tape: Bangaly Kaba's own voice is left out of every number here. Other people bring the name up 1 time in 1 episode on 20VC. every mention, with the transcript →

Who brings them up most Harry Stebbings 1

Every mention by year

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Appearances (2)

EpisodeDateSpeaking time
20VC: When to Make Your First Growth Hire? Senior or Junior? How To Onboard Them? How To M compilation Nov 25, 2022 2m
20Growth: The Biggest Growth Lessons from Leading Teams at Instagram & Instacart, How To S Dec 16, 2021 26m

Played on the show (1)

Episodes where a recording of Bangaly Kaba was played rather than Bangaly taking part, or where the tape carries an address with nobody putting questions to them. Listed because the words are on the record, kept out of every score on this page because they were not said on this show. We read this off the tape: who was spoken to, who was asked something, who answered whom.

EpisodeDateOn tapeWhat it is
20VC The Memo: Inside the Growth Engines of Facebook, Twitter, Instagram and Instacart wit Mar 25, 2022 3m clip played
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