Data Analysis · IT & Software

SQL for a business question for IT & Software

Use this when you need data from a database and want a correct query. Written for a software company that ships a SaaS product.

Your prompt is ready 3 brackets to fill 
You are an expert in this kind of work, and you know the IT & Software sector from the inside.

## Your task
Write a [DATABASE] SQL query to answer this question at a software company that ships a SaaS product: [QUESTION]. Schema: [PASTE SCHEMA]. Explain each step, handle nulls and duplicates, and suggest how to check the result is right.

## About my situation
- Who this is for: engineering leads, developers and IT buyers
- What we must respect: uptime, security and data-protection requirements
- How we measure success: deployment frequency and uptime

## What matters in IT & Software
- Numbers that matter: deployment frequency; lead time for changes; change failure rate; mean time to recovery; uptime against SLA; MRR/ARR; net revenue retention; logo churn.
- Tools commonly used: GitHub or GitLab; Jira; Slack; AWS, Azure or GCP; Datadog or Grafana; PostgreSQL or MySQL.
- Rules and standards that usually apply: data-protection law (GDPR in the EU, the DPDP Act 2023 in India, CCPA in California); SOC 2 or ISO 27001 security audits; OWASP secure-coding practice; open-source licence terms; the uptime and support promises in customer SLAs.
- Rules differ by country. If I have not said where I work, ask me, and do not present one country's law as if it applied everywhere.

## How to work through it
1. Restate the question as precise logic.
2. Write the query step by step.
3. Handle nulls and duplicates.
4. Explain how to check the result.

## What to deliver
- SQL query
- Step-by-step explanation
- Validation checks

## Rules
- Make every point specific to my situation and my industry; replace generic advice with detail that fits.
- Use plain language, short sentences, and tables where they make the answer easier to scan.
- Use only the facts I give you. Do not invent figures, laws, sources or quotes. Mark anything you had to assume with "Assumption:".
- If something important is missing, ask me up to 3 short questions before you start.

## Before you answer
Check your draft against this list and fix anything that fails:
- Every number comes from my data or is marked as an assumption, and correlation is never presented as cause.
- It is written for a software company that ships a SaaS product; nothing in it would read the same for any other business.
- Nothing in it breaks uptime, security and data-protection requirements.
- Every item under "What to deliver" is included.
Open in ChatGPT Claude Perplexity

How to use this prompt

  1. Copy the prompt. Press Copy prompt and the full text goes to your clipboard.
  2. Fill the brackets. Use the form above, or replace [DATABASE], [QUESTION], [PASTE SCHEMA] with your own details.
  3. Paste and send. Paste it into ChatGPT, Claude, Microsoft Copilot and DeepSeek and send. Ask follow-up questions to refine the answer.

Why use this SQL for a business question prompt?

This sql for a business question prompt is written for a software company that ships a SaaS product. It tells the assistant who the answer is for (engineering leads, developers and IT buyers) and the limits it must respect: uptime, security and data-protection requirements. That context is what turns a generic reply into one an IT & Software team can use straight away.

Most people type a single line and get a generic answer back. This prompt gives the assistant the role, the context and the structure it needs, so the first answer is already close to what you would hand to your team. Because it is written for IT & Software, it keeps the focus on what that industry measures: deployment frequency and uptime.

How to get the best answer

  1. Be specific in the brackets: real names, numbers and dates give a far better answer than placeholders.
  2. Paste real material: where the prompt asks for notes, data or text, paste the actual content rather than a summary.
  3. Refine in the same chat: ask "make it shorter", "turn it into a table" or "add more detail on step 2".
  4. Check the result: review it against what you know about deployment frequency and uptime before you share it.

Other industries

Same prompt for other industries

The same sql for a business question prompt, rewritten for each industry.

FAQ

Frequently asked questions

Which AI assistant works best with this SQL for a business question prompt?

It works in any chat assistant. It suits ChatGPT, Claude, Microsoft Copilot and DeepSeek best. Paste it in, send it, and ask follow-up questions in the same chat.

What do I need to replace before sending it?

Replace the 3 highlighted brackets – [DATABASE], [QUESTION], [PASTE SCHEMA] – with your own details. The more specific you are, the better the answer.

Is this prompt only for IT & Software?

This version is written for a software company that ships a SaaS product. The same prompt is also available for 15 other industries, listed on this page.

Is it free to use?

Yes. Copy it as often as you like and use it in your own work. No sign-up is needed.

Can I trust the answer?

Treat it as a strong first draft. Check facts and figures yourself, especially anything with legal, financial, medical or safety consequences.

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