Stop staring at dashboards. Just ask.

Distinct users who hit a crash divided by DAU, per app version. The industry-standard mobile health metric — surface version-by-version drops fast.

Paste a customer message. The agent pulls their session, finds the error they hit, walks their funnel, and tells you what to reply.

Diff error fingerprints before and after the latest deploy SHA. Surface regressions in 30 seconds, including a candidate fix.

Multiply users-affected by their plan ARR to surface the bugs costing real money. Stop triaging by event volume.

Background sync, refresh, prefetch jobs fail silently and degrade UX. Group failures by task_name and network_type to find the patterns.

Split client-side errors by browser and version. Surface fingerprints concentrated in one engine — usually older Safari or a stale Chromium.

Group asset 404s by URL and deploy SHA. Catch stale CDN caches and missing hashed bundles before users see a blank page.

Find CORS-blocked requests grouped by origin and endpoint. Surface the misconfigured Access-Control-Allow-Origin from a recent service move.

Surface DB connection exhaustion, statement timeouts, and deadlock retries. Find the original slow query starving everything else.

Tie new error fingerprints to the deploy that bumped dependencies. Spot the silent regression nobody intended to ship.

Discover which first-24h action correlates highest with day-30 retention. Most teams can't answer this. You'll answer it in 90 seconds.

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.

Build a behavioral early-warning system that flags at-risk users while there's still time to save them. No ML team required.

Joined funnel from push provider's send webhook through open through in-app action. Per-campaign breakdown — what marketing platforms refuse to show you.

One prompt builds the full funnel from landing → activation, publishes it as a public dashboard, and ranks drop-off steps by severity.

Build the trial-to-paid funnel split by acquisition source. Surface the channel that converts 8x better than the rest.

Per-SKU funnel from product view to purchase. Surface products that convert below their category average — fix the laggards instead of generic PDP tweaks.

For each customer on a usage-based plan, show daily call volume as % of cap. Flag accounts approaching 80% — the perfect upgrade moment.

Compute p50/p90/p99 of checkout duration split by mobile and desktop. Mobile p99 is usually 4-8x worse than desktop p50.

Stop guessing why customers leave. Trigger a 3-question survey on cancellation, then ask the agent to summarize the responses weekly.

Score every B2B account on usage, revenue, and support load. Publish one URL your CS team checks instead of wrangling data each QBR.

Routine runs at 2am, picks the top silent bug, investigates it, opens a draft PR if the fix is small and contained. Lights-out triage for the next morning's review.

Routine that reads the audit log every Friday and Slacks a category breakdown: cases resolved, flags toggled, surveys created. Don't trust — verify in 60s.

Routine that watches the audit log for high-impact actions (flag deletes, suppression adds, cohort deletes). Pages #security if anything happens outside business hours.

Distinct users per app_version over 7 days. See the long tail of old clients — informs the force-update decision and deprecation timing.

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.

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.

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.

Pull peak ingest rates and page-view rates from last year's holiday window. Real numbers for the infra capacity conversation — no more back-of-envelope guesses.

Publish real product metrics to your homepage in 30 seconds. Social proof that updates itself, no backend, no auth, embed-friendly.