Free-text fields like support tickets, reviews and case notes are written by AI for each row, using that row's other values, so the words always agree with the numbers.
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What to look for in the screenshot above. These are the details that usually break in hand-made or random test data.
The AI sees the row's other fields, so a 1-star review never sounds delighted.
Reviews, tickets, clinical notes, case summaries, listings, bios and descriptions.
Only fields you mark as AI Generated use AI-generated fields; everything else uses built-in generators.
If the AI can't write enough of a field, the dataset fails and nothing is charged.
Describe your data in plain English, or upload your SQL schema for PostgreSQL, MySQL / MariaDB, SQL Server and SQLite.
Check the tables, columns and rules the AI proposes, and adjust anything you like.
Choose how many rows you need and download a ready-to-run SQL script, CSV, Excel (one sheet per table) or JSON.
Placeholder text ignores the row. AI-written text uses the row's values, so it can be used to test search, classification and moderation.
Each AI-written value uses one AI-generated field from your plan. Other fields use records only.
Yes. Give each field a short instruction, like 'a 1–2 sentence review that matches the rating'.
Describe your tables or upload your schema. The free trial needs no credit card.
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