Choice
Use unordered categories: billing, bug, feature request, cancellation, or other.
Choose one column, define one typed decision, and see your own results before paying. DecideCSV preserves every original column and appends the decision output.
| Column | Purpose |
|---|---|
| All original columns | Kept in their original order. |
decision_result | The selected choice, predicate probability, or weighted score. |
decision_confidence | Confidence when the answer type provides it. |
decision_probabilities_json | The returned option or level distribution. |
decision_status | Success, failure, refusal, or skipped empty input. |
decision_error | A safe, readable error for rows that need retrying. |
Use unordered categories: billing, bug, feature request, cancellation, or other.
Use a true-or-false condition: “Does this message request a refund?”
Use ordered levels: low, medium, high, and urgent severity.
The Decisions API is not a general extraction endpoint. Use Structured Outputs when you need your own object schema.
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.
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.
| Free preview | One-time run | |
|---|---|---|
| Rows | 20 | Up to 2,000 in the same file |
| Price | $0 | $9 |
| API cost | Paid by you through your OpenAI API key | |
| Account | Not required | |
| Export | Preview on screen | Completed CSV download |
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.
No. DecideCSV is an independent tool and is not affiliated with or endorsed by OpenAI.
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.
Not in the MVP. Export the relevant sheet as UTF-8 CSV first.
Product facts on this page were checked against the following primary sources on October 11, 2026.
Upload a CSV and preview 20 rows before paying. Your OpenAI API key is never stored.