Interview
Dave Kellogg: How to Forecast in 2024 & Why CaC Payback is Flawed and CAC Ratio is Better | E1110
- SaaS growth is currently characterized as "musical chairs," where market consolidation will eliminate weaker players, leaving only those with efficient operations.
- Dave Kellogg identifies his career highlight as serving as CMO of Business Objects, scaling revenue from $30M to $1B and headcount from 240 to 4,500 in nine years.
- Kellogg advises founders to prioritize understanding corporate power structures over the belief that "being right" or having the best argument guarantees victory.
- CFOs are centralizing SaaS budgets, forcing vendors to prove value aggressively to secure renewals amidst a trend of decreased spending.
- Efficient growth requires dispassionate analytics to identify sectors with higher win rates, faster sales cycles, better Average Selling Prices (ASP), and higher Net Retention Rates (NRR).
- Kellogg warns that a CAC payback period exceeding 24 to 36 months is a critical red flag that will cause investors to lose interest, regardless of LTV claims.
- He recommends using the "CAC Ratio" (Sales & Marketing Expense / New ARR) as a primary metric because it is simpler and harder to manipulate than compound metrics.
- A CAC Ratio of 1.5 or less is considered healthy for enterprise deals, while SMB models may tolerate a ratio up to 10 due to faster deal turnover.
- Kellogg cautions against "fudging" CAC calculations by amortizing commissions under GAAP or excluding Customer Success costs; expenses should be cash-based.
- Net Retention Rate (NRR) benchmarks have declined from 120% two years ago to a current range of 105–108%, driven primarily by increased customer churn.
- Gross Retention Rate (GRR), which excludes expansion revenue, typically ranges between 70% and 100%, serving as a true measure of account stability.
- Customer Success teams are advised to rebrand as "account managers" with a primary mandate to secure renewals and growth, avoiding roles limited to "hugging" customers or providing free tech support.
- Kellogg suggests splitting upsell responsibilities between Customer Success and Enterprise Sales to prevent internal conflict, crediting both teams for "fries with your burger" add-ons.
- Churn forecasting is considered easier than new sales forecasting due to access to product usage data and direct customer relationship insights.
- Effective sales forecasting requires "triangulation," where the CEO aggregates independent forecasts from reps, managers, stage-weighted pipeline, and historical conversion rates.
- A valid forecast should be a gently up-sloping curve that lands near actual sales, avoiding the practice of managers artificially inflating numbers to stretch quotas.
- Kellogg advocates hiring three sales reps of the same profile simultaneously to run controlled experiments rather than relying on single-hire "hunger games."
- In enterprise environments, it typically takes 6 to 12 months to determine if a rep is effective, though call recordings and pipeline reviews can provide earlier indicators.
- Sales managers should conduct three distinct meeting types: Forecast Calls (numbers only), Pipeline Scrubs (validating key fields), and Deal Reviews (collaborative problem solving).
- To prevent deal slippage, Kellogg recommends implementing a "Close Plan" listing critical milestones such as the signer's identity, budget authority, and specific approval committee requirements.
- Sellers should use "selling through curiosity" to uncover the full decision-making chain, asking who else is involved, whose budget is used, and the history of similar procurement processes.
- In negotiations, sellers should first leverage the risk of deal delay caused by approval cycles, then use past commitments to prevent further price erosion.
- Kellogg argues that customer references should be earned through value delivery rather than used as leverage, though they remain a valid last-resort negotiating chip.
- Outbound sales tactics are becoming less effective due to market saturation, with Kellogg predicting a 30% reduction in sales support teams due to AI efficiency gains.
- Founders are often advised to focus on vertical strategies and use case alignment rather than broad horizontal expansion, which increases sales friction.
- Kellogg cites the case of Versant, which failed after pivoting from a focused telecom strategy to a broad horizontal approach, resulting in a public offering price drop from $30 to $6.
- The industry trend of replacing founders with GTM-focused executives is expected to resume as the "founder-for-life" era of the last decade concludes.
- Kellogg advises AI tool users to experiment aggressively now, noting that while the technology will organize the market, it will eliminate drudgery rather than quality work.
- The biggest current concern for SaaS is subscription pricing, which Kellogg warns has become a "religion" driven by investor pressure rather than market fundamentals.
- The most common mistake founders make when entering the enterprise market is assuming their product will work without deeply understanding complex enterprise requirements.
- Founders should hire sales leaders based on the "why" behind past successes rather than pedigree or attributed numbers, which can be unreliable.
- Kellogg suggests the funding environment itself is the single biggest thing to change in SaaS, arguing that over-capitalization leads to unhealthy spending behaviors.