Statistics
Statistics
Statistics resources — 15 statistics for solo AI founders and bootstrappers: pricing, runway, stack cost, hiring, and growth decisions.
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Experimentation
15 A/B Testing Statistics
Recent A/B testing statistics covering sample size needs, lift detection, and false-positive rates, sourced from published research and benchmarks.
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SaaS Metrics
15 Business Valuation Statistics
Recent business valuation statistics covering SDE multiples, revenue multiples, and discount rates across industries, with citations to comparable transactions.
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Runway & Cash Planning
15 Cash Flow Statistics
Recent cash flow statistics covering days-sales-outstanding, runway distributions, and burn-rate ranges across startup stages, with sources and context.
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SaaS Metrics
15 Customer Retention Statistics
Recent customer retention statistics covering monthly churn ranges, NRR distributions, and cohort decay rates across SaaS verticals, with citations.
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ecommerce
15 E-Commerce Statistics
Recent ecommerce statistics covering conversion rates, average order value, and cart abandonment ranges across categories, with sources and context.
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Freelancing
15 Freelancing Statistics
Recent freelancing statistics covering effective hourly rates, utilisation, scope-creep frequency, and income variance, with sources and context.
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Hiring Decisions
15 Hiring Statistics
Recent hiring statistics covering time-to-hire, cost-per-hire, and offer-acceptance rates across roles and company sizes, with sources and context.
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Experimentation
15 Marketing ROI Statistics
Recent marketing ROI statistics covering payback periods, channel-mix CAC, and conversion ranges across B2B and B2C, with citations and context.
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Pricing Strategy
15 Pricing Statistics
Recent pricing statistics covering willingness-to-pay distributions, discount frequencies, and price-test win rates, with citations and context.
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Operations
15 Productivity Statistics
Recent productivity statistics covering deep-work hours, meeting load, and output variance across roles and contexts, with sources and citations.
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Distributed Teams
15 Remote Work Statistics
Recent remote work statistics covering productivity deltas, retention effects, and adoption rates across industries, with citations and context.
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SaaS Metrics
15 SaaS Benchmarks Statistics
Recent SaaS benchmark statistics covering MRR growth, gross margin, payback period, and net revenue retention by stage, with sources and citations.
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Operations
15 Small Business Statistics
Recent small business statistics covering failure rates by year, revenue distributions, and capital sources across sectors, with citations and context.
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Runway & Cash Planning
15 Startup Failure Statistics
Recent startup failure statistics covering causes, stage-by-stage attrition, and time-to-shutdown distributions, with sources and citations.
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Unit Economics
15 Unit Economics Statistics
Recent unit economics statistics covering LTV/CAC distributions, gross margin ranges, and payback periods across SaaS and ecommerce, with citations.
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