grow · 28 recipes
Funnels. Activation. Churn. Content.
Agent-first recipes for funnels, retention, churn, and content marketing. Each one is a paste-ready prompt that builds the analytics you've been meaning to build for months.
- intermediate · 2 minutes ★ featured
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#onboarding - beginner · 2 minutes ★ featured
Where exactly do shoppers drop off in checkout?
Build the product-view to purchase funnel with drop-off and time-on-step. The 1-prompt ecommerce funnel that Shopify analytics doesn't ship.
#analytics#funnels#cart-abandonment#ecommerce#checkout - advanced · 10 minutes ★ featured
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#growth-loop - intermediate · 5 minutes ★ featured
Push notification: sent → opened → action conversion
Joined funnel from push provider's send webhook through open through in-app action. Per-campaign breakdown — what marketing platforms refuse to show you.
#analytics#funnels#push-notifications#mobile-app#retention - beginner · 2 minutes ★ featured
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#activation - intermediate · 3 minutes ★ featured
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#saas#acquisition - intermediate · 5 minutes
Find which products silently kill conversion
Per-SKU funnel from product view to purchase. Surface products that convert below their category average — fix the laggards instead of generic PDP tweaks.
#analytics#funnels#product#ecommerce#conversion - intermediate · 3 minutes
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#b2b - intermediate · 2 minutes
Is checkout too slow?
Compute p50/p90/p99 of checkout duration split by mobile and desktop. Mobile p99 is usually 4-8x worse than desktop p50.
#analytics#checkout#ecommerce#performance#posthog-alternative - intermediate · 5 minutes
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#customer-research - intermediate · 1 hour to set up, 7 days for signal
A/B test which discount converts best
Run a flag-controlled A/B test on coupon size. Measure conversion AND revenue-per-visitor — because bigger discount doesn't always mean more revenue.
#analytics#ab-testing#coupons#pricing#ecommerce - intermediate · 5 minutes
Track engagement during enterprise POCs
Daily engagement-per-account dashboard for active POCs. Flag any account that has gone quiet for 3+ days so AEs can act.
#analytics#sales#enterprise#b2b#account-health - intermediate · 5 minutes
Track buyer-seller dispute frequency per seller
Per-seller disputes ÷ transactions over 90 days. Surface the top-decile dispute-drivers proactively — proactive review costs less than reactive churn.
#analytics#marketplace#trust#b2c#customer-support - intermediate · 5 minutes
Which doc page leads to the most API adoption?
Funnel from a docs page view to first api_request by the same distinct_id within 7 days. Per-doc-page breakdown — find the highest-leverage page in your docs.
#analytics#funnels#devtools-api#content-marketing#documentation - intermediate · 2 minutes
Find quiet paying accounts before they churn
List paying accounts with zero events in 14 days. Sort by ARR. Get personalized outreach drafted in one prompt.
#analytics#churn#early-warning#retention#b2b - advanced · 10 minutes
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#b2b - intermediate · 5 minutes
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#product - intermediate · 1 hour setup, 14 days for signal
A/B the free-shipping threshold
Flag-controlled test of free-shipping at $50 vs $75. Compare AOV and order volume — the threshold quietly determines your AOV and is usually mistuned.
#analytics#ab-testing#pricing#ecommerce#shipping - advanced · 1 day to set up, 3 months for signal
Does NPS predict cancellation?
Compare 90-day cancellation rates between NPS detractors and promoters. Get the real number for your business.
#analytics#surveys#nps#retention#churn - intermediate · 5 minutes
Email click to first in-app action conversion
Join UTM-tagged email opens to the in-app action they were meant to drive. Grade onboarding emails by behavior change, not click rate.
#analytics#funnels#email#onboarding#content-marketing - intermediate · 1 hour setup, 14 days for signal
Test a post-purchase upsell screen
Flag-controlled test of the post-purchase upsell. Measure repeat-purchase rate vs control — these moments have ~5x conversion of normal browsing.
#analytics#ab-testing#post-purchase#ecommerce#upsell - beginner · 1 minute
Find your top 10 power users — and email them
Rank users by weighted activity. Get a list of the people who matter most, with the actions they do most. Founder-mode marketing in one prompt.
#analytics#retention#customer-success#founder-mode#saas - intermediate · 10 minutes
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#mixpanel-alternative - intermediate · 3 minutes
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#account-health - intermediate · 5 minutes
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#sales - intermediate · 5 minutes
Where are new sellers getting stuck?
Build the supply-side activation funnel from seller_signup to first_paid_listing. The most important growth funnel marketplaces underbuild.
#analytics#funnels#marketplace#supply-side#onboarding - intermediate · 5 minutes
Why did this account drop from pro to free?
Find accounts that downgraded in the last 30 days and compare their behavior before vs after. The soft-churn signal nobody tracks.
#analytics#churn#downgrade#b2b#retention - beginner · 3 minutes
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#indie-hacker
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