The CVF Journal
Field notes on capital efficiency, the EBITCAC framework, and the economics of non-dilutive growth for Series A/B SaaS startups.

Synergy Capture in Software M&A: How Acquirers Turn Deals Into Value
Synergy capture decides whether a software acquisition creates value: the two kinds of synergy, why most SaaS deals miss the target, and how the best acquirers deliver.
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The EBITCAC Framework: Why Customer Acquisition Is a Capital Expenditure, Not an Expense
EBITCAC treats customer acquisition as a capital expenditure, not an operating cost. What the metric means, how to calculate it, and when it actually applies.
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Revenue-Based Financing, Venture Debt, and CAC-Financing: How SaaS Founders Choose Non-Dilutive Capital in 2026
Revenue-based financing, venture debt, and CAC-financing raise capital without selling equity, but each prices risk differently. A founder guide to matching them to your unit economics.
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Series A Financing Without Dilution: How Structured CAC Loans Work
Fund a Series A growth push without giving up 12-18% equity. How structured CAC loans work, their cost versus an equity round, covenants, and who qualifies.
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Competitor Pricing Made Easy - Benchmark, Price, Profit
Benchmark competitor pricing now to protect your margins. Spot where rivals are strongest and build a pricing strategy around value, not only cost. If you rely on instinct, you’ll miss gaps behind…
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Key Performance Indicators (KPIs) - A Practical Guide to Measuring
Choose a single, measurable KPI that directly ties to your top objective and review it weekly to ensure you achieve predictable improvement. This approach ensures consistency in action. Start with a…
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Pricing a Product in 2025 - How to Maintain Profit Without Losing It
Pricing starts with value-based tiers and a per-user model, validated by real-world feedback to ensure the outcomes customers receive justify the price. Deploy three targeted bands–Starter, Growth, a…
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Churn Rate - How to Calculate, Analyze, and Reduce Customer Attrition
Calculate churn with cohort-based rates and launch a proactive retention plan within 30 days. Map subscribers by signup month, tracking payment events across key touchpoints, and classify churn into…
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Twilio's Usage-Based Success - A Case Study in Modern Monetization
Start with a transparent usage-based pricing pilot for your core communications product in the next quarter, with clear meters and open dashboards that let customers see exactly what they pay for. Th…
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Deep Tech Startup Playbook - A Practical Guide for Founders
Begin with a three-step sprint: validate the problem, quantify the needs, and secure initial funds. Set weekly milestones, align on a single North Star metric, and document every decision to reduce f…
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Decoding the CAC-to-LTV Ratio for Fund-Level Decision Making
Understand the CAC-to-LTV ratio and its significance in fund-level decision making. Learn how this metric influences investment strategies and growth planning.
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Benchmarking CAC Across Portfolio Companies in CVFF
In the area of venture capital, particularly within the CVFF (Corporate Venture Funding Framework), benchmarking Customer Acquisition Cost (CAC) is key. Understanding and comparing CAC across portfol…
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