AI Spreadsheet & CSV Analysis

Summarize a Spreadsheet, Flag the Outliers, Ask It Questions

Paste a CSV or Excel file and get back what's in it, what looks off, and answers to plain-English questions about the numbers — 'which month drove the drop?', 'ignore March, what's the growth rate?'. A fast first read for small-business owners, marketers and anyone who deals with data files but isn't an analyst. Not built in VUST yet — the button below is a vote to build it.

Summary · outlier flags · ask-your-data. Not built yet — waitlist below.Honest scope: a demand-sensor, not a live tool
Vote for spreadsheet analysis (waitlist)
Summarize a CSV/Excel fileOutliers & anomalies flaggedAsk your data in plain English

Honest scope

Not built yet — @vustbot does not analyze CSV/XLSX files today

There is no VUST bot that ingests an attached CSV or Excel file and runs a structured analysis on it. @vustbot is a free-form text chat: it can reason about a few rows you paste into a message, but it does not upload-and-analyze a spreadsheet file. We'd rather say so than imply a file tool that isn't there. Everything on this page describes what a dedicated spreadsheet-analysis tool WOULD return — an automatic summary, an outlier pass, and a natural-language Q&A loop over your rows. The waitlist button is a real demand counter: enough votes and it moves up the roadmap.

Доступный анализ данных для малого бизнеса — cardless, без карты и без подписки, если инструмент дойдёт до релиза. Nothing here claims a working file tool exists today.

See the difference

The problem, a worked example of the target output, and where a real analyst is still required — honestly.

The problem

What you have

A CSV export — orders, expenses, survey responses, ad spend — a few hundred rows and a dozen columns. Somewhere in there is the number that matters: the month that spiked, the region that stalled, the row that shouldn't exist. Finding it means pivot tables, formulas, and squinting.

What you actually want

Not a BI course — just to paste the file and hear back what's in it, what looks off, and be able to ask 'which product drove the drop in March?' in the same breath. The 40 minutes of spreadsheet wrangling, compressed into a read and a conversation.

What the dedicated tool would return — worked example

The dataset (illustrative)

A 6-row monthly sales sheet: Jan 42,100 · Feb 44,800 · Mar 8,900 · Apr 46,200 · May 47,500 · Jun 49,100 (units, one region). Clearly framed as an illustration of the target output — not a live analysis running on this page.

Summary → outlier flag → follow-up answer

Summary: 'Six months of monthly units, trending up ~4% month-over-month, mean ~39,800.' Outlier flag: 'March (8,900) is ~80% below the surrounding months — a likely data-entry error, partial-month export, or a real stock-out worth investigating.' You then ask: 'Ignore March — what's the growth rate?' → 'Excluding March, Jan→Jun growth is ~16.6%, a steady ~3.9% per month.'

Honest scope

What it is NOT — today

This does not exist in VUST yet. @vustbot is a free-form text chat: you can describe numbers or paste a few rows into a message and it'll reason about them, but it does NOT ingest an attached CSV or XLSX file and run a structured analysis. We'd rather say so plainly than imply a file-upload tool that isn't there.

What the waitlist builds

A dedicated pipeline: attach a spreadsheet, get an automatic summary of its shape and columns, an outlier/anomaly pass, and a natural-language Q&A loop over the actual rows. Pressing the waitlist button is a real demand counter — enough votes and this moves up the roadmap.

02·Practical use cases

Who spreadsheet analysis in chat would help

Small-business owners

A sales or expenses CSV export lands and opening a full BI tool is overkill

A plain-English read of what's in the file, the months or categories that look off, and answers to 'which product drove the drop?' — without pivot tables.

Marketers & ops leads

A weekly ad-spend or campaign dump needs a fast sanity check for anomalies

An automatic outlier pass that surfaces the spike, the stalled region or the row that shouldn't exist — the 40 minutes of squinting, compressed.

Students & researchers

A first look at survey results or a dataset before the real analysis

A summary of the shape and columns plus a natural-language Q&A loop to poke at the numbers — orientation, not a statistics course.

03·How it works

What the dedicated tool would return

01Summary

How many rows and columns, what each column looks like, the overall shape and any obvious trend — in a few plain sentences.

02Outlier & anomaly flags

Values far outside the surrounding pattern, sudden drops or spikes, duplicate or empty rows — each flagged with a plausible reason to check.

03Ask your data

Plain-English questions answered against the real rows: 'ignore March, what's the growth rate?', 'which category is over budget?' — not guessed.

04·Same tool · in Telegram

Telegram

Vote for spreadsheet analysis in Telegram

@vustbot · There's no file-upload spreadsheet tool in VUST today — @vustbot handles free-form text chat, not attached CSV/XLSX analysis. Press the waitlist button to vote for a dedicated tool: summary, outlier flags, and natural-language questions over your rows.

Open in Telegram

05·Quality & trust

Honest scope — what this is and isn't

Not built yet — this is a demand vote

No VUST bot ingests an attached CSV or XLSX file and analyzes it today. @vustbot is a free-form text chat — it can reason about a few pasted rows, but it does not upload-and-analyze a spreadsheet file. The waitlist button is a real demand counter; we won't pretend the tool exists.

A first pass, not a BI tool

Even built, it's orientation on a file you'd otherwise open blind — not a replacement for pivot tables, a BI platform, or an analyst. An outlier flag is a prompt to investigate, not a verdict; verify anything you'll act on financially against the source.

Cardless by design

The intended shape is the VUST wedge: cardless via Telegram Stars, no signup, the read handed back in the chat you already use — доступный анализ данных для малого бизнеса, без карты. How file data is handled will be stated plainly before anything ships.

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Ready when you are

Summarize a spreadsheet, flag the outliers, ask it questions.

The tool isn't live yet; the waitlist is how you tell us to build it. Today @vustbot is a free-form AI chat — cardless, no signup — but it does not ingest and analyze a spreadsheet file, and we'd rather say so.

Open @vustbotWhat @vustbot does today