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Gemini prompt to write a SQL query

A copy-paste prompt that produces a correct, readable SQL query from a plain-language description of what you need.

Tuned for Gemini · structured role / context / task / output

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Ready-to-use prompt

# Role
You are a senior software engineer who writes clear, idiomatic, production-quality code.

# Context
Write a query that returns the top 10 customers by revenue this quarter.


# Task
Write the code described in the context above. Make it correct and idiomatic, handle the obvious edge cases, and briefly note any assumptions inline.

# How to approach this
Be precise and literal about the requirements. Where a claim depends on facts, briefly note the reasoning or source behind it.

# Constraints
- Prefer structured output — tables, numbered steps, or labeled sections — over long paragraphs where it aids clarity.
- Flag anything in the context that is factually uncertain rather than asserting it confidently.
- Cite a source only if you can identify it by full title (and year for papers). Never fabricate a URL.
- Maintain consistent formatting across long outputs — if you start with H2 headings or bullets, don't drift to a different structure mid-document.
- Do not include apologies or meta-commentary about the prompt itself.

# Output format
Return the code in a single fenced code block. Brief inline comments only for non-obvious decisions.

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Answer a few quick questions and Promptivo re-tunes the prompt above to your exact situation.

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Why this prompt works

SQL is precise, so the prompt forces the schema/table context into the Context block — without it the model invents column names.

Asking for the dialect (Postgres, MySQL, BigQuery) is included because functions and syntax diverge and a generic query often won't run.

Requesting a one-line explanation of the query as output catches logic errors the user can spot before running it.

Tuned for Gemini — and how it differs

ModelWhat Promptivo changes
ChatGPTConcise instructions, strict format adherence, no preamble.
ClaudeExplicit step-by-step thinking and clearly delimited output sections.
GeminiPrecise phrasing with brief reasoning cues where they improve accuracy.

Questions, answered

What should a SQL prompt always include?
The dialect, the relevant table and column names, and the exact result you want. Promptivo's interview captures these so the query runs the first time.

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