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Why Improving Onboarding Sometimes Increases Churn
onboardingchurn

Why Improving Onboarding Sometimes Increases Churn

Most onboarding “improvements” don’t ship as reckless guesses. They ship as plausible optimizations: remove a step, reorder a checklist, add an in-app...

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How to Identify Broken Paths to Value Using Event Data
event-datapaths

How to Identify Broken Paths to Value Using Event Data

Most teams trying to “fix onboarding” are actually trying to fix a narrative. The narrative goes like this: users drop in our funnel at step X, so st...

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Cohort Analysis Is Not Enough Without Distribution Analysis
cohortsdistributions

Cohort Analysis Is Not Enough Without Distribution Analysis

Most “cohort analysis” in B2B SaaS is really a comfort ritual: pick a signup week, compute an activation rate and an average time-to-first-value, comp...

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How Variability Kills Predictability in Product Growth
predictabilitygrowth

How Variability Kills Predictability in Product Growth

Most B2B SaaS teams don’t plan growth with Time-to-Value. They plan it with a story about Time-to-Value—usually a single “days to first value” number ...

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The Moment Users Get Stuck (And How to Detect It)
stagnationevents

The Moment Users Get Stuck (And How to Detect It)

Most “slow onboarding” conversations start with the wrong artifact: a funnel. The team reviews step-to-step conversion, finds a big drop at “Connect d...

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Detecting False Progress in Activation Metrics
activationfalse-positives

Detecting False Progress in Activation Metrics

Most “activation improvements” don’t fail because teams are careless. They fail because teams are efficient—at moving a number that sits close to th...

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Why Your Fastest Users Are Hiding Your Real Problem
power-usersbias

Why Your Fastest Users Are Hiding Your Real Problem

Most product teams don’t think they’re being misled by their fastest users. They think they’re being anchored by reality: the accounts that onboard ...

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Bimodal TTV Distributions and What They Reveal About Your Product
bimodaldistributions

Bimodal TTV Distributions and What They Reveal About Your Product

Most teams only discover bimodal Time-to-Value (TTV) after they’ve already started “fixing onboarding.” Someone notices the median got worse, or a fun...

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Friction vs Heterogeneity: Two Very Different Product Problems
frictionsegmentation

Friction vs Heterogeneity: Two Very Different Product Problems

Most B2B SaaS teams that “care about onboarding” still make the same operational mistake: they see a slow Time-to-Value and immediately treat it as a ...

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TTV Spread: When Slow Activation Is Not a Speed Problem
TTV-spreadpercentiles

TTV Spread: When Slow Activation Is Not a Speed Problem

Most “slow activation” conversations start with a speed narrative. Someone notices that the median time-to-value moved from 4 days to 6. Or the mean j...

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