Run the Numbers — Marketplace Economics with Faire CFO Jason Lee
Podcast Date: March 16, 2026
Host: CJ Gustafson

Episode Overview

This episode of Run the Numbers dives deep into how one of the world's premier wholesale marketplaces, Faire, operates at the intersection of marketplace dynamics and vertical software. CJ is joined by Jason Lee, Faire's CFO (and previously a finance leader at Square), to discuss building and scaling complex platforms, measuring what matters in marketplaces, evolving operating cadences, the nuances of financial planning and ROI, and managing high-stakes moments like IPOs, valuations, and tender offers.

Jason shares hard-earned lessons from leading finance at hypergrowth companies, including how Faire designs its business model, structures its metrics, tackles financial discipline, and the philosophy driving its decisions.

Key Discussion Points & Insights

1. Understanding Faire’s Business Model and Value Proposition

• Who Faire Serves and How It Makes Money

  • Faire is a technology platform for retail wholesale, helping independent retailers source and curate products, manage workflows, and gain greater buying power (03:19, Jason Lee).
  • Retailers’ single biggest investment is inventory, often 50-70% of spend.
  • The legacy wholesale experience is fragmented and offline; Faire digitizes processes, leveraging AI/ML for smarter product discovery.
  • Value stack:
    1. Smarter Discovery: Curated, data-driven product recommendations (04:18).
    2. Workflow Automation: Streamlines ordering, payments, invoicing, and shipping.
    3. Buying Power: Enables access to net terms, free returns, and better rates typically reserved for big-box retailers.
  • The marketplace earns transaction-based recurring revenue, achieving >110% net dollar retention and >95% gross dollar retention—combining sticky software platform traits with spend expansion and network effects (05:40).

• Quote:

  “It makes for certainly a fun, fun time from a finance perspective.” (06:50, Jason Lee)

2. Recurring vs. Reoccurring Behaviors in B2B Marketplaces

• Cadence and Predictability

  • Retailers repeatedly purchase due to the central, mission-critical nature of inventory buying (09:00, Jason Lee).
  • Many visit the Faire platform more than daily for ideation, reordering, and Sourcing.

• Account Gravity

  • Frequent engagement creates “mind share” with the business operator, leading to stickiness (10:58, Host paraphrasing Dave Yawn/Tidemark).

• Quote:

  “The average retailer … visit[s] the platform at least or more than one time a day.” (09:42, Jason Lee)

3. Input vs. Output Metrics — The Business Equation

• Defining and Owning Metrics

  • Output metrics = business outcomes (revenue, retention, feature success).
  • Input metrics = actions/behaviors that drive outputs (16:12, Jason Lee).
  • There are often multiple layers between inputs and deep business outcomes; clarity about which layer you’re tracking is essential.
  • Every important metric should have both a business owner and a financial/analytical owner (19:11).

• Quote:

  “Metric ownership needs to be shared… For it to be meaningful, there needs to be clearly defined roles.” (19:11, Jason Lee)

• Signal vs. Noise and the Danger of Too Many Metrics

  • Over-tracking dilutes insights and accountability.
  • At one point, Faire had 800 metrics in its weekly business review deck—creating ‘signal-to-noise’ challenges.
  • Jason advocates for ruthless curation: start from scratch if needed and tier metrics appropriately by cadence and audience (22:13–24:40).

4. Building Robust Planning & Operating Cadences

• Faire’s Planning Rhythm

  • Major resourcing decisions sit in the annual plan; quarterly checkpoints are for course-correction and reallocation as needed, balancing discipline and agility (29:35–32:51).
  • Real-time monitoring is complemented by weekly, biweekly, and monthly reviews to keep focus on learnings, not just outcomes.

• Quote:

  “The act of planning is probably as valuable—you learn what’s different … then understand the ripple effects across the plan and across teams.” (29:35, Jason Lee)

5. Disciplined Decision Making: ROI & Resource Allocation

• ROI as a Decision Framework

  • ROI is not just about the individual bet, but the entire portfolio; long-term and short-term, core and experimental bets coexist (36:48; 42:26).
  • Having clear frameworks lets teams self-serve and prevents re-litigating every decision.
  • As the business matures, the focus shifts from optimizing each individual decision to optimizing the overall portfolio view and mix—across channels, products, confidence levels, etc.

• Quotes:

  “Discipline isn’t about saying no necessarily, it’s about saying yes to what matters most.” (44:10, Jason Lee)
  “When you can bring down the cost of analysis, you can iterate … so much faster.” (59:10, Jason Lee)

Notable Quotes & Memorable Moments

| Timestamp | Speaker | Quote/Story | |-----------|---------|-------------| | 05:40 | Jason Lee | "[Faire displays] the stickiness and the mission critical aspect of a software platform but then you have this spend, expansion, power and network effects of a marketplace." | | 22:13 | Jason Lee | “At Faire, we have a weekly business review… there were 800 metrics in this review… a massive signal to noise challenge.” | | 29:35 | Jason Lee | “The act of planning is actually arguably as valuable or more valuable than the actual plan itself.” | | 36:48 | Jason Lee | “ROI is: Are we getting disproportionate value relative to cost and effort?” | | 44:10 | Jason Lee | “Discipline isn’t about saying no necessarily, it’s about saying yes. What are the things you say yes to over others?” | | 47:13 | Jason Lee | “[During the downcycle] it could have been easy to kick the can down the road… If you’re going to do this, do it right, cut deeper, reset your valuation lower. Then you can find your floor faster.” | | 51:00 | Jason Lee | “A tender doesn’t start at the tender. It starts years before, ideally, … you need to educate the investor.” | | 56:54 | Jason Lee | “Earn success. It’s supposed to be hard, but when you actually earn it, it feels true.” | | 58:28 | Jason Lee | “We connected Claude [AI] to our data warehouse… you can bring down the cost of analysis from a day to five minutes.” | | 61:08 | Jason Lee | “We were spending over half a million dollars on these freshly squeezed coconut juice… [Employees] thought they were doing a service by taking them home — the optics were awful.” |

High-Stakes Financial Leadership: IPOs, Down-Rounds, and Tender Offers

• Resetting Valuations & Proactive Transparency

  • When market and business realities shifted post-ZIRP, Faire halved its internal valuation explicitly, prioritizing clarity and trust (47:13).
  • “It could have been very easy to kick the can down the road… But if you’re going to do this, do it right, cut deeper, reset your valuation lower because then you can find your floor faster… then you can build from there.” (47:22)
  • Proactivity helped reset internal trust and created a stable foundation for future growth.

• Tender Offers: More than Just Liquidity

  • Running a successful tender offer is about far more than just offering liquidity to employees. It’s a strategic move for external signaling, investor quality, and long-term partnership (50:48–52:40).
  • Faire prioritized bringing in high-quality public crossover investors as both a credibility signal and a foundation for future capital events.

Lessons From Scaling Square & Personal Reflections

• Handling High-Stakes Moments

  • Jason shares anxiety from managing investor relations during Square’s IPO, highlighting the importance of bridging the ‘last mile’—being able to communicate and represent the business despite nerves (55:34).

• Non-Linear Career Paths

  • Emphasizes that real career progress is non-linear, filled with peaks and valleys, and requires ‘earning success’ by leaning into hard moments (56:54).

Finance Ops, Automation & The Role of AI

• Finance Stack at Faire
  • Traditional: Netsuite (ERP), Workday, Workiva, Pigment.
  • Experimenting with linking Claude (LLM/AI) to data warehouse to massively speed up analysis and promote iteration.
  • Believes AI will be “bigger than Excel for the analyst” and is rapidly restructuring team skills to stay ahead (58:28).

Classic FinOps Anecdotes

• Expense Report Fails
  • At Square, discovered $500,000+ spent on fresh coconut juice (“the optics of it were so bad”) and anecdotes about town halls with extravagant food, misaligning CapEx and OpEx (61:08).

Timestamps for Important Segments

| Segment | Topic | Start–End | |---|---|---| | Faire’s business model | 03:19–08:15 | | Recurring vs. reoccurring revenue | 08:15–10:58 | | Input vs. output metrics, metric ownership | 15:17–22:13 | | Signal-to-noise, metric pruning | 22:13–24:50 | | Planning cadences and reallocation | 29:25–34:48 | | Portfolio view of ROI | 36:39–43:54 | | Discipline: saying yes vs. saying no | 44:10–46:50 | | Resetting valuation and tender offers | 47:13–54:41 | | Lightning round begins | 55:24 | | Advice on careers, failures, and tools | 55:34–60:39 | | Fun expense report stories | 60:44–62:28 |

Key Takeaways

• True discipline in finance is not just in saying “no,” but in knowing—and explicitly choosing—where to say “yes.”
• A portfolio mindset is required; strategic bets must be managed, not just one-off wins.
• Clear frameworks, ownership of metrics, and ruthless focus are vital in complex businesses.
• Earned success is non-linear; real learning comes from high-stakes, sometimes scary moments.

For aspiring finance leaders, founders, or anyone scaling a marketplace: This episode is a masterclass in pragmatic, high-clarity financial leadership, packed with both operational tactics and hard-won philosophy.

Quote that sums up Jason’s approach:

“Earn your success. It’s not supposed to be linear. Don’t run away from being scared.” (56:54, Jason Lee)