Luca Barberis

Are we paying back supply acquisition profitably across horizons?

№ 046 · Supply LTV/CAC

01

Definition

MetricSupply-side lifetime value over supply-side acquisition cost, margin-adjusted

Unitratio (x)

Bar showing seller LTV (lifetime fees generated) divided by seller acquisition cost. Below 3 is questionable. Build by computing trailing fees-from-seller and dividing by cost-to-acquire-seller. Channel comparison reveals where to scale supply spend. Example: $1,800 LTV / $400 CAC = 4.5x.

LTV/CAC
Lifetime value to acquisition cost ratio. LTV divided by CAC. Above 3x is the common health threshold.
LTV
Lifetime value. Average gross profit per customer per period divided by that period churn rate, or summed over expected life.
CAC
Customer acquisition cost. Fully loaded sales and marketing spend in a period divided by new customers won in that period.
02

Benchmarks

Bottom 30%MedianTop 30%
below 3x margin-adjusted, or ratios computed on GMV instead of net revenue (which overstates LTV by the inverse of the take rate), or blended across sides hiding a loss-making sideapprox 3x floor treated as viable for marketplaces; supplier LTV must be computed on net revenue (take rate on the seller's GMV) and matched to the shorter of the two sides' lifespans4x+ on the supply side, the ratio a16z cites investors looking for on both sides of a marketplace; achieved through long supplier lifespans and GMV expansion of retained sellers

consumer marketplaces, VC diligence norms 2019-2026; LTV on contribution after take rate and variable costs, CAC fully loaded per acquired transacting supplier, lifespans matched across sides per the Valentini methodology · The 4x figure is a stated diligence bar, not a measured distribution; no large-sample supply-side LTV/CAC dataset exists. Supply CAC is often dominated by onboarding and activation cost, not media. When supplier lifespan exceeds buyer lifespan, only a fraction of supply CAC should be charged to a given demand cohort, so naive ratios understate supply economics.

Category split omitted: No two independent Tier 1-2 sources publish supply-side LTV/CAC distributions by category.

03

When it looks bad

The ratio declines cohort over cohort because supply CAC rises (bounties, sales headcount) while early-tenure GMV per supplier falls; or the curve of cumulative supplier contribution never crosses CAC within the modeled lifespan.

Supply CAC rises $180 to $310 per activated seller over a year while m12 contribution per seller falls $520 to $390; the ratio drops 2.9x to 1.3x on the newest cohorts.

04

What to do about it

  • Recompute the ratio properly before optimizing it: LTV on net take-rate revenue less variable costs, CAC per transacting (not signed-up) supplier, lifespan capped at the shorter side per the two-sided methodology; many bad ratios are measurement artifacts.
  • Cut supply CAC by paying for outcomes: switch recruiter and referral bounties from signup to first-sale, and let seller-to-seller referral carry more of the mix, since referred sellers arrive pre-qualified.
  • Raise supplier LTV through the expansion toolkit (demand analytics, promoted listings, financing); a16z ties best-in-class supply economics to retained sellers expanding GMV 2-3x, which compounds LTV without touching CAC.
  • Segment the ratio by supplier type and stop acquiring the segments that never pay back; a blended 3.5x can hide a professional-seller segment at 6x and a casual segment at 0.8x.
05

Sources

  1. Andreessen Horowitz (Olivia Moore)GMV Retention: The Marketplace Metric Most Ignore · 2022 · a16z seed to Series B consumer marketplace dataset (approx 18 months of company data) plus 16 public marketplace filings investors calculate LTV vs CAC for both sides of the marketplace and in many cases look for a 4x+ ratio; higher GMV retention directly raises LTV and marketing headroom a16z.com ↗
  2. Gianluca Valentini (Equity Pitcher Ventures)The ultimate guide to VC's LTV/CAC analysis for a two-sided Marketplace, Part 1 · 2021 · VC diligence methodology total marketplace CAC is supply CAC plus demand CAC weighted by conversion frequency and lifespan; e-commerce style single-sided ratios do not apply linkedin.com ↗
  3. Gianluca Valentini (Gringotts Ventures)The Secret Formula to Match Demand CAC vs. Supply CAC in Marketplaces · 2019 · VC diligence methodology when supply lifespan exceeds demand lifespan only a fraction of supply CAC should be allocated per demand cohort; worked ride-hailing example with 5-year driver vs 3-year rider lifespans medium.com ↗
  4. Foundry CROLTV:CAC Ratio Benchmarks 2026 · 2026 · synthesis of Skok framework, a16z marketplace guidance and 2026 model benchmarks marketplaces treated at a 3:1+ floor with two-sided tracking; improving marketplace LTV:CAC from 2:1 to 3:1 materially rerates valuation per a16z guidance foundrycro.com ↗
  5. Revenue MapMarketplace Startup Benchmarks: Take Rate and GMV · 2025 · marketplace financial modeling dataset corroboration: marketplace benchmark tables set the good threshold above 4:1 vs 3:1 for single-sided models because acquisition is paid on both sides revenuemap.app ↗
  6. EightxAverage ecommerce CAC payback by business model 2026 · 2026 · modeled from public 10-K disclosures (Etsy, Chewy, Warby Parker, FIGS, BARK) plus published benchmarks payback context: public marketplace buyer economics modeled at very short paybacks due to brand-search demand; supply-side paybacks run longer and must be modeled separately eightx.co ↗