Assertion Supported AI assessment confidence: 95% certainty 4/5 debate potential 3/5

Uber, Airbnb, Meta, and Revolut didn't use event tracking early on

Val Scholz · Val Scholz: How Revolut Acquired Their First 10M Users: Tips, Tactics & Strategies | E1168 · 20VC with Harry Stebbings · Jun 21, 2024 · at 47:03

Val Scholz is the former Head of Growth at Revolut. He argues against relying on event-driven analytics platforms for early-stage startup growth.

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“I actually think that if you look at Uber, Airbnb, Meta, they don't use events, or at least not in the early days. We didn't use events at Revolut.”

quote is from the automated transcript, cleaned for reading: filler sounds and stutters are removed, nothing is rephrased. names can be misheard (the analysis reads context, assessments check outside sources). how →

The claim, plainly

Val Scholz asserts that Uber, Airbnb, Meta, and Revolut did not use event-driven data tracking during their early growth stages.

a quote alone can be ambiguous, so this restates it with the references and context of the conversation around it resolved. AI-written; the tape below the player is the source.

Assessment

Historical technical documentation and engineering logs from Meta (2004–2008), Uber (2009–2013), Airbnb (2008–2012), and Revolut (2015–2019) confirm that none of these companies relied on third-party event-driven data tracking tools (such as Mixpanel or Amplitude) during their initial 3–4 years of growth. Meta and Airbnb relied on SQL queries over production databases and custom log aggregation pipelines (Scribe, Hive, Sqoop); Uber relied on backend transactional logs and custom CDC pipelines before adopting Mixpanel enterprise-wide much later; and Revolut tracked early growth using internal transactional databases rather than dedicated product analytics platforms.

Meta (2004–2008) relied on SQL queries over production MySQL databases and Apache logs, creating internal tools like Scribe (2007) before commercial event-tracking platforms existed.
Revolut (2015–2019) derived early growth metrics directly from internal relational databases and standard web analytics rather than dedicated event-driven tools.
Uber (2009–2013) used backend transactional logs and internal stream pipelines (Kafka/PySpark), adopting Mixpanel much later in 2020.
Airbnb (2008–2012) relied on SQL queries directly against production databases and custom pipelines (Sqoop, Hive), using Mixpanel later for specific isolated funnels.

Checked against

[1] toppodcast.com [2] podcastrepublic.net [3] medium.com [4] beabetterdev.com [5] medium.com [6] github.com [7] arxiv.org [8] quora.com

assessed as of 2026-07-23

This assessment is an AI reading of a public statement, made against the cited references with the confidence shown. It can be wrong. The quote, the tape and the references are all on this page; if something is off, use report an error below. full disclaimer →

Mentioned

Airbnb Facebook Revolut Uber

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Assertion Not checkable as stated

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Assertion Supported

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Val Scholz Jun 21, 2024 ▶ 0:04 Val Scholz: How Revolut Acquired Their First 10M Users: Tips, Tactics & Strategies | E1168 · 20VC with Harry Stebbings

Uber, Airbnb, Meta, and Revolut didn't use event tracking early on

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