CITATION ASSET STUDIO

Turn your data into
something worth citing.

Bring a spreadsheet. Find the story. Build a polished, evidence-led research report without uploading your full dataset.

Open Citation Studio See how it works
Builder for desktop & tablet, 768px+ 2 credits to design a recipe
SnapVibrRESEARCH BRIEF / DEMO
FROM TABLE TO PERSPECTIVE

Demand, in focus.

Illustrative report · Sample data only

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Calculations happen on your device
A CLEAR PATH FROM DATA TO REPORT

Less spreadsheet wrestling.
More useful perspective.

01

Bring a table

Choose CSV, TSV or XLSX, or find an attributed public dataset. Your file is read in a background worker on this device.

02

Approve the brief

Tell Studio what you want to understand. Review the metadata and any optional examples before anything is sent to AI.

03

Build and make it yours

Calculate locally, refine the presentation, then download a PDF, save a browser copy or export a JSON backup.

BUILT FOR A REPORT YOU CAN EXPLAIN

Make the evidence legible.

No dataset? Start with a source.

Find curated open-data research ideas and catalog links by industry. Choose the source, check its license and download a table yourself.

You approve what AI sees.

Review or rename column labels and write your goal. Sample values are off by default; enabling them is a separate, explicit choice.

Calculated facts, not invented figures.

The AI chooses supported report operations. Your browser calculates metrics, group comparisons, date trends and tables.

Your presentation. The same numbers.

Edit titles, display labels and notes, reorder within groups, or hide sections. The calculated numbers remain unchanged.

Save locally, only if you choose.

Save a report-only browser snapshot to reopen without the CSV. Source and sample rows are excluded; browser copies are not encrypted.

Take your work with you.

Export a clean, unbranded PDF or a portable JSON report backup. Import JSON locally if site data is cleared or you move to another browser.

LOCAL PROCESSING. EXPLICIT SHARING.

Your full dataset is not the AI prompt.

Approved prompts, column labels/types and optionally enabled samples do leave your device for AI processing. Your account stores the recipe and bookkeeping, not the source file or calculated report. Local report copies and JSON backups are optional, unencrypted and may contain sensitive group labels or values.

Read the Studio Privacy & Use Notice
GOOD QUESTIONS, CLEAR ANSWERS

Before you start.

Start with a question worth answering.

Your next useful research asset could already be in a spreadsheet.

Build your report

Not sure where this fits? Explore the website-owner journey to find the right SnapVibr tool for your next step.