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Sep 11, 2019 · 19m · top-founders

1509 How mParticle Hit $36m ARR, 150% Net Revenue Retention Helping F500 Brands Manage User Records

Michael Katz · 11m spoken
0:00 / 0:00

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In this interview, mParticle co-founder and CEO Michael Katz details how the enterprise customer data platform scaled to $36 million in ARR with a 150 percent net revenue retention rate across 150 major consumer brands. Katz shares key insights into the company's unique user-licensing model, mission-critical infrastructure stickiness, go-to-market unit economics, and team-building strategies.

How this conversation actually went

Every chapter scored 0–10 on four independent dynamics. Hover any point for the reasoning behind the score. Nathan holds 32.7% of the talking time here. How this is scored →

Nathan as informed peer 6.3 Guest teaching 3.0 Guest disagreement 0.7 Nathan pushing back 3.4
05100:0010:001:04–4:35 · Nathan as informed peer 6/10 Understanding mParticle's Core Platform and Pricing Mechanics Nathan asks for a real-world customer example with Starbucks to break down the mechanics of data federation. Michael clearly explains how user journeys across apps and kiosks are aggregated and priced on single user records rather than individual data points.4:36–7:14 · Nathan as informed peer 7/10 Customer Segmentation, Contract Values, and User Volumes When Michael provides wide contract value ranges from five to seven figures, Nathan presses repeatedly to pin down the true average customer value. Michael eventually settles on a twenty to twenty-five thousand dollar monthly average.7:15–9:24 · Nathan as informed peer 5/10 Founding Story, Core Team, and International Expansion Michael recounts starting mParticle with his brother and former Interclick engineers following their Yahoo exit. The exchange remains lighthearted as Michael quips that Yahoo no longer exists.9:25–13:20 · Nathan as informed peer 8/10 Revenue Growth Trajectory and Triple-Engine Expansion Strategy Nathan immediately performs the math on customer volume and ACV to derive three million monthly ARR and one hundred percent YoY growth. He then contextualizes Michael's one hundred fifty percent net retention against his dataset of thousands of SaaS interviews.13:20–15:48 · Nathan as informed peer 7/10 Enterprise Retention Dynamics and Sticky Platform Architecture Nathan probes for the negative metrics by demanding gross revenue churn before upsells. Michael explains that enterprise churn is essentially zero due to the product acting as mission-critical infrastructure arteries.15:48–17:59 · Nathan as informed peer 7/10 Sales Cycles, Payback Dynamics, and Venture Capital Nathan drills into CAC payback mechanics, converting a twenty-four month payback on a twenty thousand dollar monthly account into a four to five hundred thousand dollar acquisition cost. Michael confirms the numbers and details their seventy-five million dollars in pure equity funding.17:59–19:40 · Nathan as informed peer 4/10 The Famous Five Rapid-Fire Questions Nathan moves briskly through the standard rapid-fire sequence. Michael provides brief, decisive responses before Nathan wraps up with a full quantitative summary.1:04–4:35 · Guest teaching 4/10 Understanding mParticle's Core Platform and Pricing Mechanics Nathan asks for a real-world customer example with Starbucks to break down the mechanics of data federation. Michael clearly explains how user journeys across apps and kiosks are aggregated and priced on single user records rather than individual data points.4:36–7:14 · Guest teaching 3/10 Customer Segmentation, Contract Values, and User Volumes When Michael provides wide contract value ranges from five to seven figures, Nathan presses repeatedly to pin down the true average customer value. Michael eventually settles on a twenty to twenty-five thousand dollar monthly average.7:15–9:24 · Guest teaching 2/10 Founding Story, Core Team, and International Expansion Michael recounts starting mParticle with his brother and former Interclick engineers following their Yahoo exit. The exchange remains lighthearted as Michael quips that Yahoo no longer exists.9:25–13:20 · Guest teaching 4/10 Revenue Growth Trajectory and Triple-Engine Expansion Strategy Nathan immediately performs the math on customer volume and ACV to derive three million monthly ARR and one hundred percent YoY growth. He then contextualizes Michael's one hundred fifty percent net retention against his dataset of thousands of SaaS interviews.13:20–15:48 · Guest teaching 4/10 Enterprise Retention Dynamics and Sticky Platform Architecture Nathan probes for the negative metrics by demanding gross revenue churn before upsells. Michael explains that enterprise churn is essentially zero due to the product acting as mission-critical infrastructure arteries.15:48–17:59 · Guest teaching 3/10 Sales Cycles, Payback Dynamics, and Venture Capital Nathan drills into CAC payback mechanics, converting a twenty-four month payback on a twenty thousand dollar monthly account into a four to five hundred thousand dollar acquisition cost. Michael confirms the numbers and details their seventy-five million dollars in pure equity funding.17:59–19:40 · Guest teaching 1/10 The Famous Five Rapid-Fire Questions Nathan moves briskly through the standard rapid-fire sequence. Michael provides brief, decisive responses before Nathan wraps up with a full quantitative summary.1:04–4:35 · Guest disagreement 0/10 Understanding mParticle's Core Platform and Pricing Mechanics Nathan asks for a real-world customer example with Starbucks to break down the mechanics of data federation. Michael clearly explains how user journeys across apps and kiosks are aggregated and priced on single user records rather than individual data points.4:36–7:14 · Guest disagreement 1/10 Customer Segmentation, Contract Values, and User Volumes When Michael provides wide contract value ranges from five to seven figures, Nathan presses repeatedly to pin down the true average customer value. Michael eventually settles on a twenty to twenty-five thousand dollar monthly average.7:15–9:24 · Guest disagreement 1/10 Founding Story, Core Team, and International Expansion Michael recounts starting mParticle with his brother and former Interclick engineers following their Yahoo exit. The exchange remains lighthearted as Michael quips that Yahoo no longer exists.9:25–13:20 · Guest disagreement 1/10 Revenue Growth Trajectory and Triple-Engine Expansion Strategy Nathan immediately performs the math on customer volume and ACV to derive three million monthly ARR and one hundred percent YoY growth. He then contextualizes Michael's one hundred fifty percent net retention against his dataset of thousands of SaaS interviews.13:20–15:48 · Guest disagreement 1/10 Enterprise Retention Dynamics and Sticky Platform Architecture Nathan probes for the negative metrics by demanding gross revenue churn before upsells. Michael explains that enterprise churn is essentially zero due to the product acting as mission-critical infrastructure arteries.15:48–17:59 · Guest disagreement 1/10 Sales Cycles, Payback Dynamics, and Venture Capital Nathan drills into CAC payback mechanics, converting a twenty-four month payback on a twenty thousand dollar monthly account into a four to five hundred thousand dollar acquisition cost. Michael confirms the numbers and details their seventy-five million dollars in pure equity funding.17:59–19:40 · Guest disagreement 0/10 The Famous Five Rapid-Fire Questions Nathan moves briskly through the standard rapid-fire sequence. Michael provides brief, decisive responses before Nathan wraps up with a full quantitative summary.1:04–4:35 · Nathan pushing back 2/10 Understanding mParticle's Core Platform and Pricing Mechanics Nathan asks for a real-world customer example with Starbucks to break down the mechanics of data federation. Michael clearly explains how user journeys across apps and kiosks are aggregated and priced on single user records rather than individual data points.4:36–7:14 · Nathan pushing back 6/10 Customer Segmentation, Contract Values, and User Volumes When Michael provides wide contract value ranges from five to seven figures, Nathan presses repeatedly to pin down the true average customer value. Michael eventually settles on a twenty to twenty-five thousand dollar monthly average.7:15–9:24 · Nathan pushing back 2/10 Founding Story, Core Team, and International Expansion Michael recounts starting mParticle with his brother and former Interclick engineers following their Yahoo exit. The exchange remains lighthearted as Michael quips that Yahoo no longer exists.9:25–13:20 · Nathan pushing back 4/10 Revenue Growth Trajectory and Triple-Engine Expansion Strategy Nathan immediately performs the math on customer volume and ACV to derive three million monthly ARR and one hundred percent YoY growth. He then contextualizes Michael's one hundred fifty percent net retention against his dataset of thousands of SaaS interviews.13:20–15:48 · Nathan pushing back 5/10 Enterprise Retention Dynamics and Sticky Platform Architecture Nathan probes for the negative metrics by demanding gross revenue churn before upsells. Michael explains that enterprise churn is essentially zero due to the product acting as mission-critical infrastructure arteries.15:48–17:59 · Nathan pushing back 4/10 Sales Cycles, Payback Dynamics, and Venture Capital Nathan drills into CAC payback mechanics, converting a twenty-four month payback on a twenty thousand dollar monthly account into a four to five hundred thousand dollar acquisition cost. Michael confirms the numbers and details their seventy-five million dollars in pure equity funding.17:59–19:40 · Nathan pushing back 1/10 The Famous Five Rapid-Fire Questions Nathan moves briskly through the standard rapid-fire sequence. Michael provides brief, decisive responses before Nathan wraps up with a full quantitative summary.

speaking balance: gold is Nathan, purple is the guest (3 minute bins)

0:00 · Nathan 49% · guest 51%0:00 · Nathan 49% · guest 51%3:00 · Nathan 19.5% · guest 80.5%3:00 · Nathan 19.5% · guest 80.5%6:00 · Nathan 23.9% · guest 76.1%6:00 · Nathan 23.9% · guest 76.1%9:00 · Nathan 47.1% · guest 52.9%9:00 · Nathan 47.1% · guest 52.9%12:00 · Nathan 18.5% · guest 81.5%12:00 · Nathan 18.5% · guest 81.5%15:00 · Nathan 19.6% · guest 80.4%15:00 · Nathan 19.6% · guest 80.4%18:00 · Nathan 71% · guest 29%18:00 · Nathan 71% · guest 29%
Sharpest disagreement ▶ 8:16 Quip dismissing Yahoo's current existence

When Nathan jokingly suggests Yahoo must love Michael for hiring their engineers away, Michael dismissively retorts that Yahoo does not exist anymore.

 Hardest push from Nathan ▶ 6:01 Refusing broad ACV ranges to extract true average

Nathan refuses to settle for broad five to seven figure generalizations and explicitly forces Michael to commit to a twenty to twenty-five thousand dollar monthly average.

 Biggest teaching moment ▶ 11:40 Breakdown of the triple-engine expansion model

Michael systematically breaks down how mParticle hits 150 percent NRR through organic volume growth, property expansions, and application layer feature upsells.

 Nathan holds their own ▶ 9:25 Instant live extrapolation of ARR and growth rate

Nathan instantaneously calculates the full revenue run rate and prior year base from raw customer count and contract averages, validating the exact trajectory of the company.
the scores for every segment, with the reasoning behind each
ChapterTopicNathan as informed peerGuest teachingGuest disagreementNathan pushing backWhy
Understanding mParticle's Core Platform and Pricing Mechanics 6402 Nathan asks for a real-world customer example with Starbucks to break down the mechanics of data federation. Michael clearly explains how user journeys across apps and kiosks are aggregated and priced on single user records rather than individual data points.
Customer Segmentation, Contract Values, and User Volumes 7316 When Michael provides wide contract value ranges from five to seven figures, Nathan presses repeatedly to pin down the true average customer value. Michael eventually settles on a twenty to twenty-five thousand dollar monthly average.
Founding Story, Core Team, and International Expansion 5212 Michael recounts starting mParticle with his brother and former Interclick engineers following their Yahoo exit. The exchange remains lighthearted as Michael quips that Yahoo no longer exists.
Revenue Growth Trajectory and Triple-Engine Expansion Strategy 8414 Nathan immediately performs the math on customer volume and ACV to derive three million monthly ARR and one hundred percent YoY growth. He then contextualizes Michael's one hundred fifty percent net retention against his dataset of thousands of SaaS interviews.
Enterprise Retention Dynamics and Sticky Platform Architecture 7415 Nathan probes for the negative metrics by demanding gross revenue churn before upsells. Michael explains that enterprise churn is essentially zero due to the product acting as mission-critical infrastructure arteries.
Sales Cycles, Payback Dynamics, and Venture Capital 7314 Nathan drills into CAC payback mechanics, converting a twenty-four month payback on a twenty thousand dollar monthly account into a four to five hundred thousand dollar acquisition cost. Michael confirms the numbers and details their seventy-five million dollars in pure equity funding.
The Famous Five Rapid-Fire Questions 4101 Nathan moves briskly through the standard rapid-fire sequence. Michael provides brief, decisive responses before Nathan wraps up with a full quantitative summary.

Statements from this episode (12)

Disclosure
mParticle Charges Enterprise Clients Based on Total User Records
“We charge on a licensed model. It's based on the number of user records.”
Michael Katz Sep 11, 2019 ▶ 1:32
Disclosure
mParticle Counts Starbucks, Walmart, Airbnb, and Spotify as Customers
“And we work with some of the largest brands in the world from Starbucks and Walmart, McDonald's to Airbnb, Spotify, Venmo, you name it.”
Michael Katz Sep 11, 2019 ▶ 1:37
Assertion Not checkable as stated
mParticle Annual Contracts Range From Five to Seven Figures
“So we have customers that pay six figures. We have customers who pay seven figures annually, but look, we also have customers who we consider growth customers who will take on in the Call it five figure range with a kind of clear shot at growing over over a nu…”
Michael Katz Sep 11, 2019 ▶ 4:46
Assertion Not checkable as stated
mParticle Average Contract Value is $20,000 to $25,000 Per Month
“I'd say it's probably closer to like. 20 to 25 a month.”
Michael Katz Sep 11, 2019 ▶ 6:16
Assertion Not checkable as stated
mParticle Has Approximately 150 Total Customers
“We're at about a 150 customers.”
Michael Katz Sep 11, 2019 ▶ 9:09
Assertion Not checkable as stated
mParticle Paces for 100% Year-Over-Year Revenue Growth
“I think we'll close this year right around a hundred percent growth year over year, which is up from. 95 ish percent growth from last year to the prior year.”
Michael Katz Sep 11, 2019 ▶ 9:43
Assertion Not checkable as stated
mParticle Achieves 150% Net Revenue Retention
“So our net retention is right around a 150%. So it's, we have world-class net retention.”
Michael Katz Sep 11, 2019 ▶ 10:28
Assertion Not checkable as stated
mParticle Revenue Mix is 60% New Logos and 40% Upsells
“And so the mix for this year is right around like 60, 40 new logos to upsells. And renewals.”
Michael Katz Sep 11, 2019 ▶ 10:46
Disclosure
mParticle Maintains 95% to 97% Quarterly Logo Retention
“So like a logo churn would be in any given quarter, somewhere between like. 95 and 97% retention.”
Michael Katz Sep 11, 2019 ▶ 13:31
Disclosure
mParticle Experiences Zero Churn in Enterprise Accounts
“We don't, we actually don't see any churn in the enterprise. So it's higher churn, but much, much, much smaller numbers.”
Michael Katz Sep 11, 2019 ▶ 14:14
Assertion Not checkable as stated
mParticle CAC Payback Period is Roughly Two Years
“So a couple of things here are our payback periods are, you know, we're aiming for, you know, about a year and a half. You know, we're probably closer to about two ish years right now.”
Michael Katz Sep 11, 2019 ▶ 16:45
Disclosure
mParticle Has Raised $75M From Bowery, Social Capital, Bain, and Harmony
“So we're a seventy-five million in our seed. Was led by Bowery Capital with participation from Google Ventures and Greylock and a whole host of other folks. Social Capital led our A. Bain Capital led our B. Harmony Partners led our C.”
Michael Katz Sep 11, 2019 ▶ 17:23
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