Tag
#analytics
63 workflows tagged #analytics.
- ops 30 minutes to review and configure · advanced
Schedule a private weekly funnel review
Render the bounded weekly-funnel-review template so a scoped runner records an exact-period aggregate report without raw users or mutation authority.
#automation#funnels#weekly-review#governance - ops 10 minutes · advanced
Review account-health evidence before outreach
Combine verified account usage, revenue context, and support-friction signals into a review queue without pretending a universal score proves churn or intent.
#customer-success#account-health#b2b#revenue - debugging 5 minutes · intermediate
Investigate one customer-reported problem
Review the minimum identity-linked product evidence for an authorized support case, corroborate any real error case, and prepare a reply that preserves uncertainty.
#errors#customer-support#replay#privacy - growth 5 minutes · beginner
Measure a verified three-step signup funnel
Map three ordered lifecycle events to live project signals, run the canonical funnel blueprint, and explain drop-offs without inventing causes or benchmarks.
#funnels#onboarding#activation#product - growth 10 minutes · intermediate
Analyze an existing product experiment
Compare verified exposure and outcome signals across variants, surface readiness and sample problems, and prepare an evidence-first decision memo.
#experimentation#product#revenue#feature-flags - debugging 5 minutes · intermediate
Find slow API routes by customer and plan
Rank API endpoints by p95 latency, error rate, customer, and plan so engineering can fix performance where it affects revenue.
#api#latency#devtools-api#performance - 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.
#marketing#revenue#cohorts#acquisition - growth 5 minutes · intermediate
Compare checkout payment methods
Break down checkout completion, failures, and latency by payment method so growth teams know which option hurts revenue.
#checkout#payments#ecommerce#conversion - ops 10 minutes · intermediate
Weekly CSM book-of-business digest
Create a weekly account digest for each CSM with risks, expansion signals, product adoption, and customers needing outreach.
#customer-success#digest#human-review#b2b - growth 3 minutes · beginner
Find docs searches with zero results
Capture failed docs searches and connect them to activation, support load, and API adoption so docs work targets real blockers.
#documentation#devtools-api#content-marketing#activation - 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.
#revenue#stripe#dunning#churn - 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.
#feature-flags#pricing#expansion#product - growth 5 minutes · intermediate
Revenue-weight feature requests
Rank feature requests by account value, usage pain, and renewal risk so product and GTM teams can prioritize with context.
#revenue#product#roadmap#customer-success - debugging 5 minutes · intermediate
Detect frontend performance regressions
Compare page-load and interaction timing by release, browser, and route so frontend regressions are visible beside errors.
#frontend#performance#releases#browser - ops 7 minutes · intermediate
Track enterprise implementation timeline
Follow an enterprise account from kickoff through integration, first data, first value, and blocked steps so solutions teams can unblock launches.
#customer-success#enterprise#onboarding#implementation - debugging 5 minutes · intermediate
Find integration setup failures
Show where customers fail while connecting integrations so engineering and CS can fix the highest-impact setup blockers.
#errors#integrations#onboarding#customer-success - 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.
#acquisition#marketing#activation#retention - growth 7 minutes · intermediate
Detect lifecycle email fatigue
Correlate email volume, opens, clicks, unsubscribes, activation, and churn to find where lifecycle messaging helps or hurts.
#email#lifecycle#churn#marketing - growth 5 minutes · intermediate
Find marketplace zero-result searches
Identify marketplace searches with no matching supply so product and ops teams can fix demand-supply gaps faster.
#marketplace#search#activation#product - growth 3 minutes · beginner
Find onboarding checklist drop-off
Analyze checklist and setup-step completion so product and CS can see exactly where new users or accounts stall.
#onboarding#activation#funnels#b2b - growth 5 minutes · intermediate
Find permission-denied friction in B2B apps
Surface users and accounts repeatedly hitting 403s, role gates, or missing-seat paths so product can fix admin and permission UX.
#b2b#permissions#product#activation - growth 5 minutes · intermediate
Find plan fit and overage opportunities
Identify accounts close to limits, repeatedly over quota, or paying for capacity they do not use so revenue teams know who to help.
#revenue#expansion#quotas#b2b - debugging 5 minutes · intermediate
Find queue latency and dead-letter spikes
See which background jobs are backing up, retrying, or landing in dead-letter queues before customers notice stale state.
#errors#background-jobs#queues#infra - growth 5 minutes · intermediate
Measure referral quality, not just invites
Track invite sent, invite accepted, activation, and retention so product teams know whether referrals create valuable users.
#referrals#activation#retention#growth-loop - ops 10 minutes · intermediate
Review release health after a deploy
Assemble trusted deploy, error-case, and product-event evidence into a human release review without collapsing unlike signals into a misleading score.
#errors#deploys#releases#oncall - ops 10 minutes · advanced
Generate a renewal-risk brief for each account
Combine usage decline, errors, seat utilization, and support friction into a renewal-risk brief CS can act on before the renewal date.
#revenue#customer-success#renewals#account-health - growth 5 minutes · intermediate
Measure returns and exchange outcomes
Follow returns from request to refund or exchange so ecommerce teams can reduce avoidable churn and protect revenue.
#ecommerce#retention#revenue#support - growth 5 minutes · intermediate
Track SDK adoption after release
Measure whether developers upgrade to a new customer-facing SDK version after launch and which accounts remain behind.
#deploys#sdk#releases#devtools - ops 5 minutes · intermediate
Rank support load by account
Combine errors, complaints, affected users, and plan data to show which accounts are consuming the most support attention.
#errors#customer-support#account-health#b2b - growth 4 minutes · beginner
Track waitlist to activation
See which waitlist cohorts convert after invite, where they stall, and whether invite timing changes activation quality.
#waitlist#activation#onboarding#acquisition - ops 5 minutes · intermediate
Monitor webhook delivery reliability
Track failed, retried, and slow webhook deliveries by provider, event type, and customer before integrations silently break.
#webhooks#integrations#reliability#automation - growth 15 minutes · advanced
Identify early behaviors associated with retention
Compare predefined first-window product behaviors with later retained activity, quantify associations, and design a validation step without declaring a magic cause.
#activation#retention#onboarding#product - growth 5 minutes · intermediate
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.
#funnels#product#ecommerce#conversion - 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.
#api-quota#expansion#devtools-api#b2b - ops 3 minutes · intermediate
Per-customer API call analytics
Group api_request events by customer_id over 30 days with daily breakdown. The view usage-based pricing needs but most teams cobble together from logs.
#devtools-api#api-quota#dashboards#b2b - ops 1 minute · beginner
Who's still on the old client?
Distinct users per app_version over 7 days. See the long tail of old clients — informs the force-update decision and deprecation timing.
#mobile-app#app-version#releases#ops - growth 5 minutes · beginner
Measure cart-to-purchase drop-off
Map three verified ecommerce events, run the canonical ordered funnel, and separate measured checkout loss from hypotheses about payment, shipping, or UX.
#funnels#ecommerce#checkout#cart-abandonment - growth 2 minutes · intermediate
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.
#checkout#ecommerce#performance#posthog-alternative - growth 15 minutes · advanced
Identify behavioral churn-risk signals
Compare pre-renewal behavior for retained and canceled customers, quantify associations, and prepare a reviewed risk hypothesis without claiming prediction.
#retention#churn#revenue#customer-success - growth 15 minutes · intermediate
Prepare a cancellation survey for human review
Verify the cancellation signal, review a minimal survey and targeting rule, and summarize bounded responses without inventing benchmarks or contacting customers.
#surveys#churn#customer-research#privacy - growth 5 minutes · intermediate
Track engagement during enterprise POCs
Daily engagement per account for active POCs. Flag any account that has gone quiet for 3+ days so AEs can act.
#sales#enterprise#b2b#account-health - growth 5 minutes · intermediate
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.
#marketplace#trust#b2c#customer-support - growth 5 minutes · intermediate
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.
#funnels#devtools-api#content-marketing#documentation - growth 2 minutes · intermediate
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.
#churn#early-warning#retention#b2b - debugging 3 minutes · advanced
Which user action triggers which error?
Join errors and analytics events by distinct_id and timestamp. For each top fingerprint, surface the user action that immediately preceded it.
#errors#cross-signal#sentry-alternative#posthog-alternative - ops 1 minute · beginner
Auto-document your captured event taxonomy
Every event captured in the last 30 days with count, first-seen, last-seen, sample property keys. Markdown table for Notion — your event taxonomy doc that never goes stale.
#documentation#event-taxonomy#ops#onboarding - 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.
#expansion#cohorts#growth-loop#b2b - 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.
#feature-adoption#launches#growth-loop#product - ops 10 minutes · advanced
Match supply to demand per region or category
Per-region ratio of buyer-side events to seller-side events. Spot starved regions before they churn. Liquidity is the metric that decides supply vs demand growth investment.
#dashboards#marketplace#liquidity#ops - growth 5 minutes · intermediate
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.
#funnels#email#onboarding#content-marketing - growth 10 minutes · intermediate
Identify your most engaged users and accounts
Rank pseudonymous users or accounts with a reviewed product-value definition, keep identities private, and use the result as research evidence rather than an outreach command.
#retention#customer-success#product-research#privacy - ops 10 minutes · intermediate
Publish verified aggregate metrics safely
Approve a bounded aggregate query, publish only its reviewed blueprint, and embed the returned public URL without exposing owner credentials or identities.
#public-queries#content-marketing#privacy#dashboards - growth 5 minutes · intermediate
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.
#funnels#push-notifications#mobile-app#retention - ops 10 minutes · intermediate
Review customers nearing their API caps
Rank customers by monthly API quota consumption, show threshold and projection evidence, and prepare human-reviewed account outreach without sending it.
#devtools-api#api-quota#customer-success#human-review - debugging 2 minutes · beginner
Find the products driving refunds
Compute refund rate per SKU over 90 days. One bad product can poison your margins — refund-rate-per-SKU separates the herd from the outliers.
#refunds#ecommerce#quality#customer-support - ops 10 minutes · intermediate
Review a sudden spike in negative reviews
Compare a bounded low-rating window with a verified baseline, identify concentrated sellers or listings, and return evidence for a human incident decision.
#marketplace#trust#incident-review#human-review - 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.
#expansion#seat-utilization#b2b#account-health - 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.
#cohorts#segmentation#b2b#sales - debugging 10 minutes · advanced
Use a redacted session replay as supporting evidence
Inspect one authorized, consented recording around a reported problem, distinguish rendered observations from inference, and avoid treating replay as automatic root cause.
#replay#customer-support#privacy#debugging - growth 10 minutes · intermediate
Measure seller activation from profile to first sale
Run a verified three-step supply-side funnel and separate measured seller progression from unproven assumptions about listing friction or marketplace demand.
#funnels#marketplace#supply-side#activation - growth 5 minutes · intermediate
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.
#churn#downgrade#b2b#retention - 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.
#funnels#trial-conversion#saas#acquisition - growth 10 minutes · beginner
Draft a weekly changelog from verified product signals
Turn exact, source-backed weekly aggregates into a human-reviewed changelog draft without exposing user identities, inventing causality, or auto-publishing.
#content-marketing#weekly-review#founder-mode#saas