Jan 12, 2022 · 44m · 20vc
20VC: The Memo: Never Before Revealed Metrics; A Full Breakdown of Unit Economics Behind JOKR, How Does Emerging Markets Compare to Developed Economies & The Biggest Misnomers on Quick Commerce with Ralf Wenzel, Founder & CEO @ JOKR
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In this episode of 20VC's 'The Memo', host Harry Stebbings interviews JOKR Founder and CEO Ralph Wenzel to demystify quick commerce unit economics and operational mechanics. Wenzel breaks down direct procurement margins, delivery logistics, and geographical differences between LATAM and US markets to demonstrate a clear path toward sustainable profitability.
How this conversation actually went
Every chapter scored 0–10 on four independent dynamics. Hover any point for the reasoning behind the score. Harry holds 24.4% of the talking time here. How this is scored →
Harry as informed peer 5.6 Guest teaching 5.5 Guest disagreement 1.8 Harry pushing back 3.4
speaking balance: gold is Harry, purple is the guest (3 minute bins)
Sharpest disagreement ▶ 28:19 Refusal to disclose exact marketing spend percentage
When Harry presses for the exact percentage of average order value spent on marketing, Ralf politely but firmly draws a boundary, citing commercial sensitivity.
Hardest push from Harry ▶ 20:52 Direct challenge on US versus LATAM business superiorityHarry explicitly refuses Ralf's framing that both regions converge equally long-term, pointing out that LATAM's lower real estate costs make it fundamentally 2x-3x cheaper relative to contribution margin.
Biggest teaching moment ▶ 37:42 Explaining retail P&L efficiency versus traditional supermarketsRalf educates investors on how to evaluate JOKR's P&L, pointing out that JOKR generates three times higher revenue per square foot than Whole Foods while avoiding third-party marketplace take-rate constraints.
Harry holds his own ▶ 17:37 Framing emerging market real estate and labor arbitrageHarry articulates a detailed macro thesis on labor and real estate cost arbitrage in emerging markets versus developed economies, leading directly into Ralf's store-level breakeven math.
the scores for every segment, with the reasoning behind each
| Chapter | Topic | Harry as informed peer | Guest teaching | Guest disagreement | Harry pushing back | Why |
|---|---|---|---|---|---|---|
| Interview Opening and Initial Question | 3 | 4 | 1 | 1 | Harry opens the conversation asking for a unit economic breakdown. Ralf sets the stage by reframing quick commerce not as a snack/convenience delivery service, but as a full replacement for traditional offline supermarkets. | |
| Direct Procurement and Contribution Margins | 5 | 6 | 2 | 4 | Harry interjects to question how longer delivery times allow batching versus the strict 15-minute window. Ralf responds by detailing rider utilization math, polygon density, and direct procurement margins. | |
| Stacking Orders, Delivery Windows, and Drop Rates | 6 | 6 | 2 | 5 | Harry presses Ralf directly for a concrete drops-per-hour figure rather than accepting high-level generalizations. Ralf provides detailed operational figures showing mature hubs achieving 3.5 to 3.7 drops per hour per rider. | |
| Cost Structures and Margin Drivers (US vs. LATAM) | 5 | 6 | 1 | 3 | Harry guides the discussion toward regional margin differences between the US and LATAM. Ralf explains how LATAM excels in fresh produce margins while US margins rely on local niche food and convenience brands. | |
| Per-Order Unit Economics and Real Estate Dynamics | 7 | 5 | 1 | 3 | Harry demonstrates strong domain understanding by introducing the concept of real estate and labor cost arbitrage in emerging markets. Ralf elaborates with exact store lease figures and order thresholds required for store-level breakeven. | |
| Long-Term Market Potential, Monetization Levers, and Distribution Centers | 7 | 6 | 3 | 7 | Harry directly challenges Ralf's geographical strategy, pointing out that LATAM's real estate cost ratio makes it mathematically superior to the US. Ralf forcefully defends US expansion by highlighting higher AOVs, advertising upside, and market depth. | |
| Growth Strategy vs. Unit Economic Discipline | 5 | 5 | 2 | 4 | Harry probes the balance between rapid growth and store profitability, then asks for exact marketing spend percentages. Ralf explains JOKR's organic acquisition drivers while firmly keeping exact marketing spend numbers proprietary. | |
| Private Label Strategy and Ad Revenue Opportunities | 7 | 5 | 1 | 2 | Harry demonstrates strong industry context by bringing up GoPuff's private label pivot and suggesting grocery search media monetization. Ralf agrees, predicting a 5-10% margin expansion from private labels and agreeing on ad network potential. | |
| Industry Consolidation and Winning Factors | 6 | 6 | 3 | 3 | Harry raises the topic of industry consolidation following recent acquisitions like Dija. Ralf responds with a strong critique of 1-2 hour delivery models, arguing that only 15-minute tight polygon models yield sustainable unit economics. | |
| Quickfire: Hiring Challenges and Sustainability | 5 | 6 | 2 | 2 | Harry opens the quickfire section covering VC misconceptions and leadership evolution. Ralf offers an extensive breakdown contrasting JOKR's revenue per square foot against Whole Foods and traditional marketplace delivery take rates. |
Statements from this episode (24)
JOKR Raised Over $260M at a $1.2B Valuation
“Ralph has raised over two hundred and sixty million dollars for the company, most recently valuing it at 1.2 billion dollars, and prior to Joker, Ralph spent close to seven years as the founder and CEO of Food Panda, as well as enjoying roles as chief strategy…”
JOKR Replaces Traditional Supermarkets, Not Convenience Stores
“What we are building with Joker is a replacement for the offline supermarket. We're not building a convenience on demand store. We're not building what other refer to as, I don't know, a quick commerce business that is centered around just snacks and alcohol.”
Grocery Shopping Will Shift to Spontaneous Frequent Purchases
“Going forward, grocery shopping will be more spontaneous. So instead of going to the offline supermarket and do a monthly shopping or grocery shopping every two weeks, That going forward, people will decide more spontaneously, and that's what we are seeing, pr…”
JOKR Reaches 4-5 Monthly Orders Per Customer at $50 AOV
“Our order frequency that is converging towards four to five orders per customer per month, and they would on average spend approximately 50 US dollar when coming to the Joker proposition.”
JOKR Achieves ~40% Product Margin in Most Mature Cities
“Whenever we directly procure, our product margin is around the basically 40% benchmark. We're generating that product margin already for some of our most mature cities and some of our most mature markets, as we already have a direct procurement share of above …”
Meeting 15-Minute Delivery Windows Directly Increases Customer Lifetime Value
“The more we are able to adhere and stick to the 15 minutes delivery guarantee, the higher the order frequency, the higher our retention rate, the higher the customer lifetime value.”
Quick Commerce Profitability Depends on Sticking to 15-Minute Delivery Windows
“Only in a situation, and that's what we have figured out, and it's proven by the data that we have, only in a situation where you consistently stick to a 15 minutes delivery window, only then your ability to drive a higher rider utilization can allow you to dr…”
JOKR Delivery Efficiency is Double That of Traditional Marketplaces
“So those two elements are the main drivers behind a delivery efficiency in our model that is twice as high on average than with a typical marketplace companies.”
Customer Retention Degrades Significantly Once Delivery Exceeds 30 Minutes
“Because we have seen that in between the 15 to 30 minutes delivery corridor, the difference in customer frequency or an order frequency and customer lifetime value and retention rates This is relatively minor. As long as you move above the 30 minutes delivery …”
JOKR Reaches 3.5-3.7 Drops Per Hour and >90% 15-Minute Fulfillment
“Most mature cities are We're already at a so-called drop rate of in between 3.5 to 3.7 drops per hour per rider, and that is a function of consistently sticking to the 15 minutes delivery guarantee, more than 90% of our orders that we're fulfilling worldwide w…”
Quick Commerce Product Margins Can Reach 50% at Scale
“I think that product margins can converge at scale towards even 50% of revenue over time.”
Fresh Produce Margins Are Significantly Higher in LATAM Than US
“The product margins for fresh produce in Latin America are significantly higher than the product margins for fresh produce in the United States.”
JOKR Achieves ~40% Gross Margins Across All Geographic Markets
“I think on a percentage basis, our Gross margin. So after Cox, after product cost and inventory losses, they converge to pretty much the same level across all of the geographies we are in. So they're around like the 40% type of threshold.”
JOKR Hires Pickers and Riders as Full-Time Staff With Benefits
“For your pickers and for your riders, which in the case of Joker, are always like full-time employees, and hence includes all social security contribution, health insurance, and so on.”
JOKR Leases Cost $3k-$5k/mo in Mexico vs $15k-$20k in US
“In Mexico, our average lease cost for the type of warehouses that we are leasing is in between the 3000 to 5000 US dollars per month, which is obviously a fraction of what we would pay in the United States, where lease costs are then rather in between the 15 t…”
JOKR's Mature Latin American Hubs Achieve Lease Cost Breakeven
“And in our most mature hubs in Latin America, we are already generating 500 orders per hub, whereas we would only need 1000 per month in order to break even on the actual lease cost. So we're already in a situation in most of our Latin American cities and geog…”
US Quick Commerce Takes Twice as Long to Reach LATAM Margins
“So it takes twice as long for the United States to achieve the same contribution margins as in Latin America, but over a five to 10 years horizon, you will see margins converging to very, very similar levels.”
Over 50% of JOKR's New Customer Growth is Organic
“And already more than 50% of our new customers are generated by us organically. They're coming to us through word of mouth, through organic referrals or basically other type of, like, organic channels that we've opened up. So more than 50% of our new customer …”
JOKR Achieves Positive Contribution Margins Across Most Micro-Fulfillment Hubs
“And we have already in the vast majority of our cities and in our neighborhoods and in the vast majority of our more than 200 micro fulfillment hubs, we are already yielding positive contribution margins after all delivery costs, picking costs, inventory losse…”
JOKR Projects a 5% to 10% Margin Uplift From Private Labels
“We think that at scale, we have like a five to 10% additional margin potential that we can unlock while building private label.”
JOKR is Growing New Customers by 15% Week-Over-Week
“We still keep on having 15% weekly growth in new customers.”
1-to-2-Hour Delivery Models Cannot Equal 15-Minute Model Margins
“We think that in one hour or two hours delivery type of basically system, we'll never be able to yield the same profit margins as a 15 minutes delivery model.”