BumbleB Crunch™
Every other tool asks you to climb up to it.
Ask a data question today and you’re expected to arrive already knowing the shape of the answer — the right metric, the right table, the right framing. Real questions don’t start there. They start as a hunch or a worry, in plain words. BumbleB Crunch is an AI analyst built to start where you’re standing — on any data you bring it.
What it looks like
A Tuesday morning
A marketing lead opens a conversation — not a dashboard, not a report. A conversation.
She has last month’s ad-spend export and the website’s behavior data side by side. She types: “Which campaigns brought people who actually signed up — and what did each one really cost us?”
BumbleB Crunch joins the two, separates clicks from sign-ups, and names the campaign that looks busy but converts least. She follows up on landing pages, devices, the step where people drop — all in one continuous dialogue. Every number comes with how it was counted, so it can go straight into Thursday’s review.
No analyst engaged. No dashboard built. No query written. She just asked.
Watch it think
The leak, named in one question
A real question, a real investigation — BumbleB Crunch walks the funnel and names the step where people are lost, live. No edits, no narration. Just the work.
Live — “Walk me through our funnel, from searches to viewing a listing to contacting an agent. Which step loses the most people?”
In the conversation
What an answer looks like
Different people, each under their own pressure. The jaw-drop is never the chart. It’s BumbleB Crunch reasoning unprompted — and showing exactly how each number was counted.
Founder · flat growth
“Growth feels flat and I can't tell where we're losing people — I don't even know the right question to ask. Where should I focus?”
BumbleB Crunch suggests the first questions, lays out a plan before running anything — noting that traffic-source data is empty — then runs the funnel: 12,300 people are lost between viewing a listing and contacting an agent.
PM · Thursday review
“Walk me through our funnel, from searches to viewing a listing to contacting an agent. Which step loses the most people?”
20,000 search, 16,000 view a listing, 3,700 contact an agent. The leak isn't at the top — it's between the listing and the contact.
Growth · channel review
“Which traffic source's visits turn into agent contacts most often — and is it the one sending the most visits?”
Referral converts best at 36%; organic sends the most visits — 19,000 of 42,500 — but converts at 9%. Organic was just loud.
Marketing · landing page
“Our landing page isn't converting. Are we losing more visits at the button, or at the form?”
The form: 6,000 visits never click, but 11,200 click and then don't submit. 2,800 make it all the way through.
Every answer ends with how BumbleB Crunch read the question and how it counted — the window, the unit, the denominator — so you can check it before it goes in a deck.
Three agents
Ask, plan, report
Simple questions come back in minutes. Harder ones take longer — BumbleB Crunch works through them rather than rushing to a number.
Analyst Agent
Ask anything
Ask in plain words, half-formed is fine. You get a conclusion, not a chart — with how BumbleB Crunch read your question and how it counted.
Plan Agent
Work through the hard ones
For complex, multi-step questions with more than one possible explanation. BumbleB Crunch lays out a structured plan, then works through it.
Report Agent
Share what you found
One click from an investigation to a report you can send to the team or put in front of the board.
Wherever you work
Ask where you are. Keep what you find.
The same analyst in your browser, on your phone and in your editor — and the answers it finds turn into stories, dashboards and sheets your team can use.
On the web
Open BumbleB Crunch at crunch.bumbleb.co, or install it as an app from your browser. It fits a phone screen too.
In VS Code
Acorn brings BumbleB Crunch into your editor and reads the Postgres, MongoDB and files on your own machine — read-only, every query logged.
Sheets, docs & dashboards
Share an answer as a story, pin charts to a dashboard that stays current, or work the data in a sheet with its co-pilot.
On your desktop
BumbleB Crunch Desktop for Mac (Preview; Windows and Linux coming) reads the databases and files on your computer, where they live.
Data on your computer
Your own database, never uploaded
With Acorn or the desktop app, BumbleB Crunch reads your local Postgres, MongoDB, and CSV or Parquet files in place.
Read where it lives
Your tables are never copied to your BumbleB Crunch workspace or to ours. Crunch sees the names, columns and size of the tables you pick, and reads the rows its queries return.
Reads only
Every query is checked to be one read-only statement, and Postgres is attached read-only. Connect with a database role that sees only what you want analysed.
Every query logged
Each query Crunch runs is listed with its SQL, its row count and how long it took.
Approve each query, if you like
Turn on Approve each query and nothing runs on your computer until you say so.
Secrets stay with you
Connections, passwords and connection strings stay on your computer, and so do the results a conversation keeps — deleted after 30 days unused, or when you delete them.
Conversations you can reopen
Your questions and the answers are saved to your BumbleB Crunch account, so you can pick a conversation up again.
How it thinks
The cost of curiosity
Every team has questions it isn’t asking. Not because nobody cares — because asking has a price. Build the dashboard. Queue the analyst. Wait for the report. By the time the answer lands, the meeting is over and the call was made on instinct.
So teams ration questions. And the ones that get cut are always the same — the vague, early, half-formed ones. The is something wrong here? questions. They’re the hardest to justify taking to an analyst, and the ones most worth asking.
The two things that actually make someone open an analytics tool are curiosity and worry. Neither arrives as a specification. You can’t spec a hunch — and you shouldn’t have to know the shape of the answer to be allowed to ask.
We make the cost of curiosity zero.
There are three ways to answer a data question
Reports tell you what happened. Query tools answer what you already knew to ask. Only one approach gets you to what to do next.
The old way
Dashboards and queries
Build the chart. Queue the analyst. Wait for the report. By the time the answer arrives, the decision is made on gut feel.
The translation way
An AI that turns your question into a query
Much faster than building a dashboard, and genuinely good when you already know what to ask for. But it needs a question that’s already analyzable — and when the question gets hard, the reliable fix is having someone write the query in advance.
Our way
An analyst that builds up to the answer
Ask BumbleB Crunch the way you’d ask a colleague — half-formed, a little worried, in plain words. It works out the right question, plans the analysis, runs it across whatever datasets it needs, and shows how it counted. Nothing written in advance.
The intelligence is already there. Modern language models have absorbed an enormous amount of how good analysts think — teardowns, retention analyses, business reviews. The hard part isn’t teaching them analytics. It’s building a product that lets them actually do it on your data, your questions, your way.
That’s what we built.
Built to be trusted
An agentic analyst you can audit. Every answer comes with how it was reached.
Says how it read you
When your words could mean more than one thing, BumbleB Crunch states the reading it took — “sign-ups” as form submissions, “all the way down” as a 75% scroll — so you can correct it in one line.
Shows how it counted
Date window, what counts as a visit or a user, which denominator each rate sits on — spelled out under every answer.
Any dataset
Your website through Google Tag Manager, your Shopify store through a pixel, the files you export by upload, the databases on your own computer, your own database or data lake on plans that include them — the same analyst works on all of it.
Joins what belongs together
Put clickstream next to ad spend, orders or CRM data and ask one question across them.
Works with the models you choose
BumbleB Crunch is an agentic platform with its own data architecture underneath. Pick the model; the analysis, the connectors and how every number is counted stay the same.
An answer you can check
Every number comes with how it was counted
BumbleB Crunch tells you how it read your question, which date window it used, what counts as a visit or a user, and which denominator each rate sits on. You can audit the number before you put it in front of a board — and correct the reading in one line if it isn’t what you meant.
See real investigations →Pricing that grows with you.
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See pricing →See it for yourself
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