No-code CSV runner

Run the OpenAI Decisions API on a CSV

Choose one column, define one typed decision, and see your own results before paying. DecideCSV preserves every original column and appends the decision output.

No accountKey never stored$9 one time

What the exported file contains

ColumnPurpose
All original columnsKept in their original order.
decision_resultThe selected choice, predicate probability, or weighted score.
decision_confidenceConfidence when the answer type provides it.
decision_probabilities_jsonThe returned option or level distribution.
decision_statusSuccess, failure, refusal, or skipped empty input.
decision_errorA safe, readable error for rows that need retrying.

Which question type should you use?

Choice

Use unordered categories: billing, bug, feature request, cancellation, or other.

Predicate

Use a true-or-false condition: “Does this message request a refund?”

Score

Use ordered levels: low, medium, high, and urgent severity.

Need custom JSON?

The Decisions API is not a general extraction endpoint. Use Structured Outputs when you need your own object schema.

A focused AI CSV classifier—not a workflow platform

DecideCSV is for a single, bounded job: batch-classify one CSV column with a fixed Choice, Predicate, or Score question and download the joined result. It fits one-off research, cleanup, triage, and labeling tasks where writing and maintaining a custom CSV script would cost more than the run itself.

Use a production pipeline instead when the task repeats on a schedule, needs multiple dependent steps, or must write directly to another system. DecideCSV does not add agents, team workspaces, webhooks, or long-running automations to the MVP.

Privacy and data path

  1. Your browser parses the CSV and calculates its file fingerprint.
  2. Only values from the column you select are sent to the DecideCSV relay.
  3. The relay forwards those values and your temporary key to OpenAI.
  4. The relay returns typed answers without storing row content or the key.
  5. Your browser assembles the result file locally.

This is not a “data never leaves your device” product. Selected cells must reach OpenAI to be evaluated. The complete source file and unselected columns remain in the browser.

Pricing and limits

Free previewOne-time run
Rows20Up to 2,000 in the same file
Price$0$9
API costPaid by you through your OpenAI API key
AccountNot required
ExportPreview on screenCompleted CSV download

Frequently asked questions

Does DecideCSV store my OpenAI API key?

No. The key stays in the current browser page and is sent with each processing request. It is not written to browser storage, the database, application logs, or analytics.

Is DecideCSV an OpenAI product?

No. DecideCSV is an independent tool and is not affiliated with or endorsed by OpenAI.

Why is the paid limit 2,000 rows?

The MVP is designed for small one-off jobs that can safely resume in a browser. Larger packages will only be added after real customer demand is verified.

Can I upload XLSX or JSON?

Not in the MVP. Export the relevant sheet as UTF-8 CSV first.

Sources and verification

Product facts on this page were checked against the following primary sources on October 11, 2026.

Use your data

Preview your own CSV before paying

Upload a CSV and preview 20 rows before paying. Your OpenAI API key is never stored.

Preview 20 rows free