BumbleB Crunch™

Your analytics, as a conversation

Ask questions about your users, sessions, and events — and get instant answers. No dashboards, no SQL, no delays.

BumbleB Crunch · last 30 days
Describe the table
Exploring data…

Your clickstream table captures device type, session ID, event name, timestamp, and user ID — the raw signal layer Crunch builds everything on top of.

Show me iOS purchase events
Executing query…
iOS Purchase Events

Here are purchase-related events on iOS for the last 30 days.

Look up user abc123
Exploring data…

User abc123 — active 14 days, 47 events across 9 sessions. Last seen 2 days ago on iOS.

iOS Purchase Events
EVENTCOUNTUNIQUE_USERS
purchase_complete318112
checkout_start541198
add_to_cart874310

Showing 3 rows

BumbleB Crunch · last 30 days
show me dau
Exploring data… · Getting examples · Executing query
Daily Active Users (Last 30 Days)

Here is the Daily Active Users (DAU) for the last 30 days — the count of distinct users active per day. Let me know if you want to explore further or need other metrics!

Break it down by platform
Exploring data… · Getting examples · Executing query
Daily Active Users by Platform (Last 30 Days)
Daily Active Users by Platform (Last 30 Days)
8642
Feb 13Feb 14Feb 15Feb 16
Dau

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BumbleB Crunch · last 30 days
show me product health summary
Exploring data… · Using hints · Executing query
Product Health Overview

Here is a summary of product health metrics for the last 30 days — covering user activity, feature engagement, and session behaviour.

show me dau
Exploring data…
Product Health Overview · Last 30 Days
METRICVALUE
Daily Active Users9
Avg Session Length4m 32s
Retention (Day 7)38%
Feature Events / User18.4
Error Rate0.4%

5 metrics · Last 30 days

BumbleB Crunch · last 30 days
Compare iOS vs Android engagement
Exploring data…

The table shows engagement metrics for iOS and Android. It includes total events and unique users for each platform over the last 30 days, revealing relative activity and user base size.

What does retention look like?
Discovering patterns… · Studying discovery modes · Executing query
User Retention Distribution

Here is the retention distribution — how many users remained active across different day-count buckets, and their average lifespan.

User Retention Distribution
ACTIVE_DAYSUSER_COUNTAVG_LIFESPAN_DAYS
8145
7343.33
6726.57
51522
41626.19
32113.38
2274.07
1450

Showing 8 rows

BumbleB Crunch · last 30 days
show me unique event types
Exploring data… · Executing query

Found 14 unique event types in your clickstream over the last 30 days — ranging from navigation and search to checkout and purchase events.

Detect the search → purchase sequence
Discovering patterns… · Studying sequences

Identified the search → view_product → add_to_cart → purchase_complete sequence. 23% of users who search complete a purchase within the same session.

Break that down by platform
Executing query…
Search → Purchase by Platform

Here is the search-to-purchase conversion broken down by platform.

Search → Purchase by Platform
PLATFORMSEARCHEDPURCHASEDCONVERSION
iOS3188928%
Android2746122%
desktop2113818%
mobile web1432115%

Showing 4 rows


Five layers deep

Crunch organises your data automatically — from raw hits to revenue signals.

Event

Raw clicks, pageviews, and custom events — every signal captured.

Activity

Sessions, sequences, and what each visit actually looked like.

Behavior

Patterns across visits — funnels, drop-offs, feature adoption.

Habit

Stickiness, return frequency, and long-term engagement loops.

Revenue

Conversion, LTV, and the business outcomes that matter most.


Connect any website

Send clickstream data via Google Tags or your existing tag manager. No pipeline engineering. Crunch handles ingestion into a managed datalake automatically.

Ask in plain language

No SQL. No dashboards. Crunch navigates 21 analytic skills — orient, drill, escalate, investigate, pivot — and answers in dialogue, not charts.

Gets smarter over time

Today Crunch covers events, activity, and behavior strongly. Habit and revenue layers are actively being built — so the harder your questions get, the better it answers.


Ready to ask your first question?

See what Crunch can uncover — in a live demo or on your own data.

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