Question 1

Who is this built for?

Accepted Answer

Anyone who works with structured data and needs to explain it to others. That includes analysts preparing reports, operations managers tracking metrics, consultants turning client data into decks, and researchers making sense of survey results. You don't need to write code or know SQL — if you can describe what you want to understand, the tool handles the rest.

Question 2

What kind of data gives the best results?

Accepted Answer

Structured tabular files with clear column headers: CSV, TSV, XLS, and XLSX. One row per record, consistent column types, and at least 10–20 rows of real data give the most useful outputs. Sales reports, survey responses, operational logs, experiment results, and CRM exports all work well. Very sparse files or those with fewer than 5 meaningful columns can still generate charts but may produce thinner insights.

Question 3

What will the output actually look like?

Accepted Answer

Each generation produces a chart (bar, line, scatter, histogram, or similar depending on your data), a narrative insight explaining what the chart shows, and a structured report with key findings and takeaways. You can refine both the chart and the narrative through follow-up prompts.

Question 4

What if the chart or insight looks wrong?

Accepted Answer

Use the refine step to correct it. Describe what's off — "show this as a line chart", "focus on Q3 only", "the axis labels are misleading" — and the AI adjusts. If the output is significantly wrong, the most common cause is ambiguous column names or mixed data types in the source file. Renaming columns to be descriptive and cleaning obvious inconsistencies usually resolves it.

Question 5

My file has messy data — nulls, mixed types, inconsistent formatting. Will it still work?

Accepted Answer

Often yes. The app normalizes many common issues automatically: numeric values stored as strings, inconsistent capitalisation, and sparse nulls. You'll see a data preview with any flagged warnings before generating. For best results, fix broken headers and columns where most values are missing — but you don't need a perfectly clean dataset to get useful output.

Question 6

What do I get for free, and what requires a paid plan?

Accepted Answer

Free accounts include 3 insight generations — enough to try the tool with your own data, no card required. Paid plans unlock unlimited generations, chart and report exports (PDF, PNG, SVG), and full workspace history so you can revisit and build on past insights.

Question 7

Is my data private, and is it used to train AI?

Accepted Answer

Your data stays private. File validation and the data preview happen in your browser. For insight generation, we send a compact dataset profile and a limited sample to the AI — your full file is never published or shared with third parties. Uploads are saved to your private workspace only. We do not use your data to train AI models.

Frequently Asked Questions

Is this for me?

Will it work?

What's the deal?

Frequently Asked Questions

Is this for me?

Will it work?

What's the deal?