Where do users drop off in activation?
№ 191 · Activation funnel
Definition
MetricNew user activation rate and step-by-step drop-off from signup to the activation milestone
Unit% of new signups reaching the activation milestone
Funnel from signup to key activation event. Build by counting users at each step. Find the biggest drop-off; that's the step to fix. Activation is the single best leading indicator of long-term retention. Example: 1000 signup, 720 onboarded, 480 first-action, 240 activated (24% activation).
Benchmarks
| Bottom 30% | Median | Top 30% |
|---|---|---|
| Under 20% on a milestone definition. This is an onboarding structure problem rather than a traffic or acquisition problem, since the users have already arrived. | 25% to 37% of signups on a milestone definition. Userpilot puts the median at 37.0% and Lenny Rachitsky's survey at 25% across all products and 30% for SaaS only. On the day seven return definition the median is 2% to 3%. | 50% to 60% of new signups reaching a defined first-value milestone for self-serve B2B SaaS. On Amplitude's day seven return definition the equivalent is 7% or more of the original cohort, which is the top quartile, with roughly 12% at the 90th percentile for enterprise products. |
B2B and self-serve SaaS products, 2022 to 2026. Primary definition is the percentage of new signups completing the product's own defined first-value action within its stated window. Userpilot n=62 B2B SaaS companies drawn from a 547-company panel with average revenue of $63.9M. Lenny Rachitsky and Yuriy Timen survey n=500+ products. Amplitude behavioural data n=2,600+ companies, September 2023 to September 2024. · The two definitions in circulation differ by roughly an order of magnitude and cannot be reconciled. Milestone-based activation counts signups completing a value action and lands at 25% to 37% at the median. Amplitude's behavioural activation counts the share of an original cohort returning on day seven and lands at 2% to 7%. Both are called activation rate. Within the milestone definition there is a second spread: teams using outcome-based milestones report lower raw rates than teams using activity-based milestones, and the outcome-based number predicts retention more reliably. The Lenny survey is self-reported and dates to 2022. Userpilot's activation subset is only 62 companies, which is small for an industry breakdown.
| Category | Bottom 30% | Median | Top 30% |
|---|---|---|---|
| AI and ML software | Not separately published | 54.8% activation, the highest vertical in the Userpilot panel | Not separately published |
| CRM and sales software | Not separately published | 42.6% activation | Not separately published |
| MarTech and healthcare software | Not separately published | 24.0% MarTech, 23.8% Healthcare | Not separately published |
| HR and FinTech software | Under 5% | 8.3% HR, 5.0% FinTech and Insurance, the two weakest verticals in the panel | Not separately published |
| Enterprise products, day seven return definition | Below 1% | 2.1% | 12.4% at the top decile |
When it looks bad
One step in the funnel drops more than half while the neighbouring steps hold, and the users who survive that step activate at the same rate as everyone else, which means the step is filtering rather than qualifying.
Signup 100%, email verified 78%, workspace created 71%, data imported 24%, first report run 21%. The import step loses 47 points on its own and is where activation is actually decided.
What to do about it
- Move the activation milestone to a genuine outcome rather than a click. Amplitude finds that 69% of products with strong week-one activation were also strong three-month retention performers, while no such relationship exists for acquisition, so an activity-based milestone will read higher and predict nothing.
- Replace the empty state with pre-populated sample data so the first-value action can be completed before any setup work. This attacks the specific step that collapses in most B2B funnels, where Amplitude puts day 1 activation 35% below the all-industry average.
- Add an onboarding checklist, and size the expectation correctly. Userpilot's panel shows median checklist completion of 10.1% and an average of 19.2%, so treat this as a modest lever worth a few points rather than a fix for a broken funnel.
- Instrument the funnel by acquisition source before optimising it. A step that loses half its users on one channel and a tenth on another is a targeting problem, and reworking the step will move the blended number without changing the outcome.
Sources
- Userpilot Average activation rate 37.5% and median 37.04%. By industry: AI and ML 54.8%, CRM and Sales 42.6%, MarTech 24.0%, Healthcare 23.8%, HR 8.3%, FinTech and Insurance 5.0%. Onboarding checklist completion averaged 19.2% with a median of 10.1% across n=188. userpilot.com ↗
- Lenny's Newsletter Average activation rate 34% and median 25% across all products. Excluding marketplaces, ecommerce and DTC, the SaaS-only average is 36% and the median 30%. lennysnewsletter.com ↗
- Amplitude Getting 7% of an original cohort to return on day seven places a product in the top 25% for activation. Enterprise products show 12.4% at the top decile against a 2.1% median, and day 14 activation at the 90th percentile is about 9%. amplitude.com ↗
- Amplitude 69% of products with strong early activation were also strong three-month retention performers, while there was no relationship between top-quartile user acquisition and top-quartile retention. amplitude.com ↗
- Amplitude Day 1 activation rate for technology B2B SaaS runs 35% below the all-industry average, and month 1 retention runs 33% below it, so B2B products start from a structurally weaker activation position. amplitude.com ↗
- Amplitude Month 1 retention for technology B2C SaaS runs 23% above the all-industry average, the mirror image of the B2B position and a reason not to apply one activation target to both. amplitude.com ↗
- Lenny's Newsletter Defines free-to-paid conversion as the share of new accounts paying within the first six months and separates freemium from free trial behaviour, which sit at materially different conversion levels. lennysnewsletter.com ↗
- Mixpanel Average week one retention across industries fell from 50% to 28% in 2023, with no focus industry improving. The top decile grew at 6% against a cross-industry average of 2.4%. mixpanel.com ↗
- Mixpanel Frames feature adoption and time-to-value as the metrics that convert users into retained customers, and reports one-week and weekly retention as the paired activation measures. mixpanel.com ↗
- ProductQuant Top-quartile PLG products reach 50% to 60% activation, and products under 20% have a structural onboarding problem rather than an acquisition problem. Notes that outcome-based milestones produce lower raw rates but predict retention better. productquant.dev ↗
- Orbix Studio Median trial-to-paid for self-serve B2B SaaS of 3% to 5%, rising to 15% to 25% where a sales rep touches every trial. Used to corroborate the gap between self-serve and assisted funnels. orbix.studio ↗