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October 2026 B2B market report: SCI 4.6x ARR, AE quota 48%, LinkedIn $5.78/$31.29/$202 CPL, Google $5.42, Unbounce 6.6%/SaaS 3.8%, Aleph payback 16 mo, Rule of 40 25%, R&D 27%, S&M 35%, SparkToro zero-click 68%.
Aleph × Benchmarkit surveyed 342 B2B SaaS and AI-native companies (CY-2025). Median S&M is 35% of revenue (N=196), not the 40–50% folklore bar. Fourth quartile 47%. YoY: 37% → 35%. Distinct from marketing-only 8%.
Aleph × Benchmarkit surveyed 342 B2B SaaS and AI-native companies (CY-2025). Median Blended CAC Ratio is $1.30 (N=122), not the $1.00 folklore bar. Top quartile $1.08. YoY: $1.40 → $1.30.
Aleph × Benchmarkit surveyed 342 B2B SaaS and AI-native companies (CY-2025). Median GRR is 84% (N=226), not the 90% folklore floor. Top quartile sits at 91%. YoY drop: 88% → 84%.
Aleph × Benchmarkit surveyed 342 B2B SaaS and AI-native companies (CY-2025). Expansion is 40% of total new ARR at the median (N=114), not a 20% side motion. Top quartile clears 59%. Expansion CAC is $0.80.
Ebsta × Pavilion analyzed 655K opportunities ($48B pipeline). New-logo win rate averages 19%, not the 30% folklore that makes 3x coverage math work. Expansion wins at 45%. Early decision-makers lift win rates 55%.
Aleph × Benchmarkit surveyed 342 B2B SaaS and AI-native companies (CY-2025). Median YoY ARR growth is 20%, not the 40% folklore bar. 75th percentile sits at 42%. Founders plan 26%.
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%.
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.
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.
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.
SEO, AEO, and GEO are layers—not replacements. SparkToro/Similarweb: 68.01% of US Google searches were zero-click in Jan–Apr 2026. The KDD 2024 GEO paper found up to ~40% visibility lifts; keyword stuffing underperformed. Here's what B2B teams should do.
Agencies still quote $5,000. Clutch’s 79,260-firm design file averages $38,105.39. Switch to development reviews and the mean is $66,499.09. Most reviewed projects still cost less than $10,000. Here is which sample produced each number.
In this report: average marketing budget by industry, with 2026 benchmarks by sector, company size, and channel.
Agencies still quote $500 a month. Clutch’s 65,550-firm review file averages $3,199.19. Switch to Ahrefs’ 439-provider poll and the blended average is $2,917 — agencies print $3,209, freelancers $1,348. Here is which sample produced each number.
Agencies still quote 20 to 25 percent. MailerLite’s 3.6-million-campaign median is 43.46%. Switch the industry to software and the same dataset prints 39.31%. Mailchimp’s unique-open file sits at 35.63% — and a second Mailchimp page still prints 21.33%. Here is which sample produced each number.
Agencies still quote 2 to 3 percent. Unbounce’s dedicated-page median is 6.6%. Switch the industry to SaaS and the same dataset prints 3.8%. WordStream’s US search sample converts at 8.18%. Here is which sample produced each number.
Agencies still quote under a dollar. WordStream’s traffic median is $0.70. Switch the objective to leads and the same auction prints $1.92. Databox’s live Facebook median is $0.40. Here is which sample produced each number.
Agencies still quote $2 to $4. WordStream’s 2026 US search sample prints $5.42. Databox’s live Google Ads median is $1.53. Business Services sits at $5.87 CPC and $93.69 CPL. Here is which sample produced each number.
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.
The median B2B SaaS company spends 8% of ARR on marketing. Here is what that number hides, and how to set yours.
2026 payroll spending report: companies spend about $96,900 per employee per year. Cost breakdown by industry, employer taxes, benefits, and global payroll.
What is AI search visibility? How B2B brands earn citations in ChatGPT and Perplexity, which sources get cited, and how to measure it.
Key Takeaways Implementing AI into email operations requires clear documentation of intent and constraints to ensure sustained performance. This guide outlines how to leverage AI
