Report
2026 SaaS Free-to-Paid Conversion Report: The Median Is 8%, Not 25%
ChartMogul × ProductLed × Kyle Poyar surveyed 200 software products in January 2026. Median free-to-paid is 8%, not the 25% folklore bar. Card-required trials hit 30%.
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Sales
Report
2026 SaaS LTV:CAC Report: The Median Is 4.1x, Not 3:1
Aleph's 2025 median CLTV:CAC is 4.1x across 146 reporters, not the classic 3:1 board slide. Top quartile 7.8x. Read it next to CAC payback.
Report
B2B Market Report: September 2026
September 2026 B2B market report: LinkedIn $5.78 median CPC / $31.29 lead gen / $202 CPL, Google search $5.42, Unbounce 6.6%/SaaS 3.8%, Aleph CAC payback 16 months, NRR 101%, Rule of 40 25%, SparkToro zero-click 68%. Citeable benchmarks for operators.
Marketing
2026 LinkedIn Ads CPC Report: The Median Is $5.78. Lead Gen Clicks Sit at $31
Boards still quote $10–$15. Databox’s Nov 2024 LinkedIn median is $5.78. Search Engine Land’s lead-gen objective prints $31.29; the blend sits at $11.12. Here is which sample produced each number.
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2026 SaaS CAC Payback Report: The Median Is 16 Months, Not 12
Boards quote 12 months. Aleph × Benchmarkit’s 198-company cut prints a 16-month median. Top quartile recovers in 6 months or fewer; $50K–$100K ACV sits at 22. KeyBanc’s 18 months is AE payback, a different clock. Here is which sample produced each number.
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2026 SaaS NRR Report: The Median Is 101%, Not 120%
Boards quote 120%. SaaS Capital’s 1,000-plus-company private file prints a 101% median. Switch to Aleph’s 230-company cut and the median is 102% — usage-based 108%, seat-based 98%. Here is which sample produced each number.
Sales
2026 CRM Cost Report: HubSpot Starter Is $7 a Seat. Salesforce Enterprise Prints $175
Agencies still quote $50 a user. HubSpot Sales Hub Starter is $7 a seat on annual billing. Salesforce Sales Cloud Enterprise prints $175. HubSpot Professional sits at $90 plus a required $1,500 onboarding fee. Here is which SKU produced each number.
Sales
2026 B2B Cold Email Reply Rate Report: The Average Is 3.7%, Not 10%
Agencies quote 10%. Instantly's 2025 platform average is 3.43%. Saleshandy's H1 2026 sample is 3.7% on 53.1 million emails. Belkins' unique-reply / total-send cut is 0.45%. Here is which sample produced each number.
Report
2026 SaaS Gross Margin Report: The Median Is 80% on Software, Not 75%
The median private B2B SaaS software gross margin is 80%. Boards quote 75%. Blended total-revenue margin is 76%; usage-only sits at 62%. AI has not dented the median yet.
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2026 SaaS ARR per Employee Report: The Median Is $193,000, Not $500,000
The median private B2B SaaS ARR per employee is $193,000. Boards quote $500,000. SaaS Capital's broader survey sits at $141,125. Here is which sample produced each number.
Sales
2026 B2B AE Cost Report: The Median OTE Is $200,000. Only 48% Hit Quota
The median B2B account executive OTE is $200,000. Only 48% of reps hit quota. Here is which sample produced each number, and what one seat actually costs.
Sales
2026 SaaS Magic Number Report: The Median Is 1.37, Not 0.75
The median private B2B SaaS Magic Number is 1.37. Boards quote 0.75. Here is which sample produced each number.
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2026 SaaS Rule of 40 Report: The Median Is 25%, Not 40%
The median private B2B SaaS Rule of 40 is 25%. Boards quote 40. Here is which sample produced each number.
Report
2026 SaaS Churn Rate Report: Logo vs Revenue, Gross vs Net
Private B2B SaaS loses 16% of logos a year. Recurly's 3% SaaS median is a different sample. Here is which churn number to use.
Sales
2026 B2B SDR Cost Report: How Much One Seat Actually Costs
The median B2B SDR OTE is $80,000. The seat costs about $121,000 once taxes, health, manager time, and tools are in.
Marketing
2026 SaaS Marketing Budget Report: How Much to Spend as a Percent of Revenue
The median B2B SaaS company spends 8% of ARR on marketing. Here is what that number hides, and how to set yours.
AI
ChatGPT Product Discovery vs Instant Checkout: What Merchants Need to Do Differently Now
Compare ChatGPT product discovery vs Instant Checkout and learn what merchants must change now to capture AI-driven demand.
AI
How to Make Your Checkout AI-Agent-Ready: The Merchant's Guide to Agentic Commerce
Learn how to make your checkout AI-agent-ready: catalog data, agent identity, ACP and UCP endpoints, and payment tokens for agentic commerce.
AI
Does the EU AI Act Apply to Your AI SDR? Article 50 Explained (2026)
Does the EU AI Act apply to your AI SDR? What Article 50 requires from August 2026, who carries the disclosure duty, and where the real exposure sits.