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How Many Touchpoints Does a B2B Sale Really Take?
B2B deals take many touches across a buying committee — most invisible. See typical touchpoint ranges and how to see the ones you're missing.
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How to Measure the ROI of Website Visitor Identification
A practical framework to measure visitor identification ROI: pipeline sourced, cost per identified account, win-rate lift, and payback period.
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40+ B2B Buyer Journey Statistics for 2026
The B2B buyer journey stats that matter in 2026: anonymous research, self-serve, buying committees, and time-to-purchase — with GTM takeaways.
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The State of Website Visitor Identification in 2026
Where visitor identification stands in 2026: deterministic vs probabilistic, person vs company level, cookie deprecation, AI, and what's next.
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B2B Cost-Per-Lead Benchmarks in 2026 (by Channel)
What does a B2B lead cost in 2026? Typical CPL ranges by channel and industry — and how identifying existing traffic lowers blended CPL.
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Average B2B Sales Cycle Length in 2026 (and How to Shorten It)
How long is the average B2B sales cycle in 2026? Typical ranges by deal size and segment — plus how earlier intent signals compress the timeline.
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B2B Website Conversion Rate Benchmarks (2026)
What's a good B2B website conversion rate in 2026? Benchmarks by channel and page type — plus why 97% of traffic never converts, and the fix.
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What % of Paid Ad Clicks Are Returning Visitors?
Most B2B ad budgets pay new-audience CPMs to re-reach existing visitors. How to measure the leak using visitor identification, not platform cookies.
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How to Measure Pricing-Page-to-Pipeline Conversion
Same-session form fill is the wrong metric for your pricing page. Here is the 90-day pipeline framework and how to instrument it on your own data.
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How Accurate Is UTM Attribution? An Honest Audit
UTM-based attribution drops paid clicks to broken parameters and over-counts "direct." Here is the framework to fix it without ditching GA4.
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Do First-Time or Returning Visitors Close at a Higher Rate?
First-visit form fills are most of volume. Returning visitors are most of revenue. The framework to measure the gap on your own pipeline.
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How Long Do B2B Buyers Research Before Buying?
Standard analytics measure the visible part of the buyer journey. The dark-funnel research phase is longer than most teams admit. Here is how to measure it.
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How Do You Run Attribution Without UTMs?
If UTMs vanished tomorrow, how much pipeline could you still attribute? The framework, the architecture, and what identity-based attribution catches.
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Anonymous-to-Named Match Rate by Industry: 2026 Guide
Match rate varies by industry, geography, and traffic mix. Here is why, what 30-40%+ on US B2B traffic actually means, and how to read your own number.
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How Much of B2B Traffic Is Bots? The Dirty Number
Bot traffic on B2B sites is higher than your analytics tool reports. Why GA4 misses the gap, what AI crawlers changed, and how to measure cleanly.
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B2B Visitor Identification Match Rates in 2026
What match rate should you expect from visitor identification in 2026? The verified Leadpipe baseline, what drives variance, and how to measure your own.
Data
Which Intent Topics Actually Predict Revenue?
Most intent topics are noise. A handful predict revenue. Here is the framework for telling them apart, the topic-type hierarchy, and why recency beats breadth.