Prooflytics
Marketing Analytics Blog
Benchmarks, attribution frameworks, and platform guides for performance marketers. How to diagnose, decide, and act — without the dashboard fatigue.
- Analytics
Pipeline Coverage Ratio: The 3x Rule and What It Misses (2026)
The classic 3x pipeline coverage rule is a 1990s enterprise relic. The correct ratio depends on your win rate: 25% win rate needs 4x coverage, 33% needs 3x. Benchmarks by segment, the formula that actually matches your team, and the diagnostic for coverage drift.
10 min read - Analytics
Customer Lifetime Value (CLV) Calculation: 3 Methods Compared
Historic CLV is backwards-looking and reliable but slow. Cohort CLV is operational and updates fast. Predictive CLV is precise but requires data depth. Which method to use depends on your data maturity and decision horizon - not on what's mathematically purest.
10 min read - Analytics
CPA vs CAC: The Difference and When Each Matters (2026)
CPA measures cost per single conversion at the campaign level. CAC measures fully-loaded cost of acquiring a paying customer at the business level. Confusing them produces $50K-$500K in misallocated budget per year for most mid-market teams. Clear definitions and decision framework.
10 min read - Analytics
Net Revenue Retention (NRR) Benchmarks 2026: 97% to 130%+
B2B SaaS NRR median is 106% in 2026. Enterprise leads at 118% median, mid-market 108%, SMB 97%. Best-in-class exceeds 130%. Benchmarks by segment and ARR stage, with the diagnostic for NRR underperformance.
9 min read - Analytics
Repeat Purchase Rate Benchmarks (2026): 10% to 55% by Category
DTC average repeat purchase rate is 25-30%. Consumables hit 40-55%, beauty 30-40%, fashion 25-32%, luxury just 10%. Benchmarks by category and the 60-day window that predicts 3× higher long-term retention.
10 min read - Analytics
AOV Benchmarks by Industry (2026): From $45 to $436+
Global ecommerce AOV averages $145-150 in 2026. Luxury/jewelry leads at $436, home at $253, fashion at $191. DTC Shopify sits at $85-95. Benchmarks by category, device, and region, with the diagnostic for AOV underperformance.
10 min read - Analytics
MQL to SQL Conversion Rate Benchmarks (2026): 13% Median
Cross-industry MQL to SQL conversion averages 13%. B2B SaaS sits at 18-22%, top performers reach 35-40%. Benchmarks by industry and channel - SEO-sourced MQLs convert at 51%, PPC at 26%. Diagnostic for funnel handoff problems.
9 min read - Analytics
Marketing-Sourced Pipeline % Benchmarks (2026): What Good Looks Like
B2B SaaS marketing-sourced pipeline averages 30-50%; top quartile reaches 60-70%. The benchmark depends on GTM motion (PLG runs 60-80%, enterprise 30-45%) and deal size. How to measure it and what the number actually tells you.
10 min read - Analytics
CTR Benchmarks by Platform 2026: Meta, Google, LinkedIn, TikTok
Google Search CTR averages 3.5-6.8% in 2026, Meta link-click 1.5-3%, LinkedIn standard sponsored content 0.5-1%, TikTok 0.6-0.9%. Cross-platform benchmarks with intent-context for diagnosis.
10 min read - Analytics
Conversion Rate Benchmarks by Industry (2026): B2C, B2B, SaaS
Average ecommerce conversion is 2-3% globally, but ranges from 0.9% (luxury) to 6.2% (food). B2B SaaS visitor-to-lead sits at 1.5-2.5%. Benchmarks by category, plus the diagnostic to use when yours drifts.
9 min read - Analytics
CAC Payback Period Benchmarks (2026): 6 to 24 Months
The 2026 median B2B SaaS CAC payback is 18 months, up from 14 in 2023. Benchmarks by ACV tier and company stage, the two valid formulas, and the watch-list signals that flag drift before it hits cash flow.
10 min read - Platform
Clay Marketing Analytics: Lead Enrichment Data in Your Daily Briefing
Connect Clay to Prooflytics and see enrichment coverage rates, email validity, and outbound campaign performance by ICP segment - so your lead enrichment investment is evaluated by the outreach outcomes it produces, not just the data fields it fills.
10 min read - Platform
Mollie Marketing Analytics: European Payment Data in Your Daily Briefing
Connect Mollie to Prooflytics and see checkout conversion rates, revenue, refund rates, and payment method distribution broken down by acquisition channel - so European e-commerce marketing campaigns are evaluated by what buyers actually pay, not just what they click.
9 min read - Platform
Copper CRM Marketing Analytics: Google Workspace Pipeline Data in Your Briefing
Connect Copper CRM to Prooflytics and see win rates, deal velocity, and pipeline metrics by acquisition channel - built for teams that work in Gmail and want CRM attribution without leaving Google Workspace.
9 min read - Platform
Aircall Marketing Analytics: Call Center Data in Your Daily Briefing
Connect Aircall to Prooflytics and see call volume, connect rates, and call outcome data broken down by campaign phone number - so your cloud call center becomes an acquisition attribution signal alongside form submissions and ad platform data.
10 min read - Platform
Freshsales Marketing Analytics: CRM Pipeline Data in Your Daily Briefing
Connect Freshsales to Prooflytics and see win rates, deal velocity, and pipeline metrics broken down by acquisition channel - so marketing campaigns are evaluated by the revenue quality they deliver, not just the leads they generate.
10 min read - Platform
Beehiiv Marketing Analytics: Newsletter Subscriber Data in Your Daily Briefing
Connect Beehiiv to Prooflytics and see open rates, click rates, and subscriber acquisition broken down by marketing channel - so campaigns are evaluated by the newsletter engagement quality they deliver, not just the subscriber count they add.
9 min read - Platform
Lemlist Marketing Analytics: Cold Outreach Attribution in Your Daily Briefing
Connect Lemlist to Prooflytics and see reply rates, meeting booking rates, and sequence performance broken down by acquisition channel - so marketing campaigns are evaluated by how well their leads respond to cold outreach, not just how cheaply they were acquired.
9 min read - Platform
Close CRM Marketing Analytics: Pipeline and Revenue Data in Your Daily Briefing
Connect Close CRM to Prooflytics and see MQL-to-close conversion rates, deal value, and revenue by acquisition channel - so marketing campaigns are optimized for closed-won revenue, not just cheapest cost per lead.
9 min read - Platform
Microsoft Clarity Marketing Analytics: Free Heatmaps and Session Data in Your Briefing
Connect Microsoft Clarity to Prooflytics and see heatmap engagement, rage click rates, and session drop-off data by acquisition channel - entirely free, with no recording caps or session limits, so every paid campaign gets post-click behavioral coverage.
9 min read
