Tag
#saas
26 playbooks tagged #saas.
- ops 10 minutes · advanced
Build a composite account-health dashboard
Score every B2B account on usage, revenue, and support load. Publish one URL your CS team checks instead of wrangling data each QBR.
#analytics#dashboards#account-health#b2b - growth 2 minutes · intermediate
Find your magic activation moment
Discover which first-24h action correlates highest with day-30 retention. Most teams can't answer this. You'll answer it in 90 seconds.
#analytics#activation#retention#cohorts - growth 10 minutes · advanced
Predict churn 30 days before it happens
Build a behavioral early-warning system that flags at-risk users while there's still time to save them. No ML team required.
#retention#churn#cohorts#analytics - debugging 30 seconds · beginner
Diagnose a customer complaint in 30 seconds
Paste a customer message. The agent pulls their session, finds the error they hit, walks their funnel, and tells you what to reply.
#errors#analytics#customer-support#replay - debugging 30 seconds · beginner
Find what broke after your last deploy
Diff error fingerprints before and after the latest deploy SHA. Surface regressions in 30 seconds, including a candidate fix.
#errors#deploys#post-deploy#oncall - debugging 2 minutes · intermediate
Rank errors by revenue impact, not raw count
Multiply users-affected by their plan ARR to surface the bugs costing real money. Stop triaging by event volume.
#errors#revenue#triage#account-health - growth 2 minutes · beginner
Build a signup funnel and find where users drop off
One prompt builds the full funnel from landing → activation, publishes it as a public dashboard, and ranks drop-off steps by severity.
#analytics#funnels#dashboards#onboarding - growth 3 minutes · intermediate
Track trial-to-paid conversion by acquisition source
Build the trial-to-paid funnel split by acquisition source. Surface the channel that converts 8x better than the rest.
#analytics#funnels#trial-conversion#acquisition - growth 10 minutes · advanced
Calculate campaign payback by cohort
Tie acquisition campaigns to paid conversion, revenue, and retention so marketing and finance can see which campaigns pay back.
#analytics#marketing#revenue#cohorts - growth 5 minutes · intermediate
Track dunning recovery from failed invoices
Measure failed-payment recovery from invoice failure through retry, card update, recovery, or cancellation for subscription revenue.
#analytics#revenue#stripe#dunning - growth 5 minutes · intermediate
Find feature entitlement friction
See which locked features users try to access, which plans hit upgrade prompts, and where entitlement gates create conversion opportunities.
#analytics#feature-flags#pricing#expansion - growth 5 minutes · intermediate
Measure landing-page source quality
Compare acquisition sources by activation, retention, and paid conversion instead of only measuring clicks or signups.
#analytics#acquisition#marketing#activation - growth 3 minutes · intermediate
API quota usage as engagement and upsell timing
For each customer on a usage-based plan, show daily call volume as % of cap. Flag accounts approaching 80% — the perfect upgrade moment.
#analytics#api-quota#expansion#devtools-api - growth 5 minutes · intermediate
Auto-survey churned users and read the answers in chat
Stop guessing why customers leave. Trigger a 3-question survey on cancellation, then ask the agent to summarize the responses weekly.
#surveys#churn#retention#cohorts - growth 10 minutes · advanced
What behaviors predict an account will upgrade?
Compare upgraders vs flat users from last quarter. Find the pre-upgrade behaviors that most strongly predict expansion.
#analytics#expansion#cohorts#growth-loop - growth 5 minutes · intermediate
How fast was the new feature picked up?
Track time-to-first-use for a newly launched feature, split by trial vs paying user. The 2-week post-launch reality check.
#analytics#feature-adoption#launches#growth-loop - debugging 1 minute · intermediate
Diagnose a flaky CI test from its error payloads
Group test failures across CI runs by error pattern. Get a verdict — real bug or timing — without the manual archaeology.
#errors#ci#testing#oncall - growth 1 minute · beginner
Find your top 10 power users — and email them
Rank users by weighted activity from the saved signal map. Get a list of the people who matter most, with the actions they do most.
#analytics#retention#customer-success#founder-mode - growth 10 minutes · intermediate
Run a pricing A/B test with zero infrastructure
Spin up a feature-flag-controlled price experiment with conversion tracking in one prompt. Real A/B testing, no Statsig migration.
#feature-flags#ab-testing#pricing#growth-loop - ops 2 minutes · beginner
Build a public live-stats widget for your marketing site
Publish real product metrics to your homepage in 30 seconds. Social proof that updates itself, no backend, no auth, embed-friendly.
#dashboards#content-marketing#public-page#indie-hacker - growth 3 minutes · intermediate
Find accounts paying for 10 seats but using 3
Compute seat utilization per B2B account and flag low-use payers. Catch downgrade risk and surface expansion-conversation accounts.
#analytics#expansion#seat-utilization#b2b - growth 5 minutes · intermediate
Compare self-serve vs sales-led user lifecycles
Split your funnel by how the user arrived — pricing-page vs demo. Compare activation, retention, expansion side by side.
#analytics#cohorts#segmentation#b2b - debugging 10 seconds · beginner
Find the bugs 5 people hit but no one reported
Surface real errors that affect multiple users but never get filed as tickets. The biggest source of silent churn.
#errors#oncall#retention#sentry-alternative - ops 5 minutes · intermediate
Watch staging — page only on genuinely new errors
Set up a scheduled Routine that diffs error fingerprints each hour and only pages oncall when a genuinely new failure mode appears.
#errors#oncall#post-deploy#webhooks - ops 1 minute · beginner
Stop noisy errors from paging you — in plain English
Suppress third-party SDK timeouts, ad-blocker errors, and other false-positives by describing them. No regex required.
#errors#oncall#suppressions#sentry-alternative - growth 3 minutes · beginner
Auto-draft your weekly changelog post from real data
Generate a 5-tweet thread (or Slack post, or LinkedIn update) summarizing the week's product metrics. Real numbers, your voice, 5 minutes.
#analytics#content-marketing#weekly-review#founder-mode