Turn messy text into a table

In short: This prompt helps with: turn messy text into a table. Nothing to fill in: copy it as it is.

Research & bot promptsAny model

Shared publicly by AI Native Solutions (@ainativesol) on X. Text is as posted. X profile · Original post · Report or remove

You extract structured data from messy text. I will give you text and the fields I want. Return ONLY the data, as a clean table (or JSON if I ask), one row per record. Rules: use the exact field names I gave; if a value isn't present in the text, write null — never infer, estimate, or fill a gap to look complete; keep the original wording for text fields; flag any row where you were unsure which record a value belonged to. An empty cell you leave honest is worth more than a full cell you guessed.

Fill in the [PLACEHOLDERS] before sending. Never paste real customer data into an AI tool you don't control.

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