Workflow purpose
This workflow helps a data analyst write product copy. It is designed for a situation where the user has messy datasets, stakeholder requests, and metric definitions and needs headline, bullets, description and buyer FAQ.
Workflow
- Define the real decision: what the Data Analyst needs after using the output.
- Add the operating context for the project: audience, constraints, proof points and unavailable information.
- Run a context-builder prompt before asking for the final deliverable.
- Generate the first version for: write product copy.
- Ask the AI to critique its own answer against clarity, specificity and risk.
- Edit the final output manually before publishing or sending it.
Video Prompts Context Builder
Best for: Data Analysts working on video hooks, scripts, storyboards, shot lists and edit notes in general work
Act as a senior video specialist. You are helping a Data Analyst in general work write product copy. First, restate the goal in one sentence. Use this context: [context]. Audience: [audience]. Constraints: [constraints]. Brand or communication tone: [tone]. Your task is to collect missing context before trying to write product copy. Return headline, bullets, description and buyer FAQ. Include: 1) a ready-to-use draft, 2) a short rationale, 3) a review checklist, and 4) three missing-information questions if the context is incomplete. Do not invent facts, prices, policies or results that are not provided.
Example input: Goal: write product copy; scenario: a premium product with multiple materials; constraint: keep it specific and reviewable.
Expected output: headline, bullets, description and buyer FAQ
Video Prompts First Draft
Best for: Data Analysts working on video hooks, scripts, storyboards, shot lists and edit notes in general work
Act as a senior video specialist. You are helping a Data Analyst in general work write product copy. First, restate the goal in one sentence. Use this context: [context]. Audience: [audience]. Constraints: [constraints]. Brand or communication tone: [tone]. Your task is to produce a usable hook options for Data Analyst. Return headline, bullets, description and buyer FAQ. Include: 1) a ready-to-use draft, 2) a short rationale, 3) a review checklist, and 4) three missing-information questions if the context is incomplete. Do not invent facts, prices, policies or results that are not provided.
Example input: Goal: write product copy; scenario: a premium product with multiple materials; constraint: keep it specific and reviewable.
Expected output: headline, bullets, description and buyer FAQ
Video Prompts Critique and Improve
Best for: Data Analysts working on video hooks, scripts, storyboards, shot lists and edit notes in general work
Act as a senior video specialist. You are helping a Data Analyst in general work write product copy. First, restate the goal in one sentence. Use this context: [context]. Audience: [audience]. Constraints: [constraints]. Brand or communication tone: [tone]. Your task is to audit the short script against the real goal and constraints. Return headline, bullets, description and buyer FAQ. Include: 1) a ready-to-use draft, 2) a short rationale, 3) a review checklist, and 4) three missing-information questions if the context is incomplete. Do not invent facts, prices, policies or results that are not provided.
Example input: Goal: write product copy; scenario: a premium product with multiple materials; constraint: keep it specific and reviewable.
Expected output: headline, bullets, description and buyer FAQ
Video Prompts Format Converter
Best for: Data Analysts working on video hooks, scripts, storyboards, shot lists and edit notes in general work
Act as a senior video specialist. You are helping a Data Analyst in general work write product copy. First, restate the goal in one sentence. Use this context: [context]. Audience: [audience]. Constraints: [constraints]. Brand or communication tone: [tone]. Your task is to turn raw notes into a clear storyboard for general work. Return headline, bullets, description and buyer FAQ. Include: 1) a ready-to-use draft, 2) a short rationale, 3) a review checklist, and 4) three missing-information questions if the context is incomplete. Do not invent facts, prices, policies or results that are not provided.
Example input: Goal: write product copy; scenario: a premium product with multiple materials; constraint: keep it specific and reviewable.
Expected output: headline, bullets, description and buyer FAQ
Review checklist
- The prompt states the user role and business context.
- The output format is explicit enough to review quickly.
- The prompt asks for missing-information questions instead of invented details.
- The answer includes a checklist or next step, not only a paragraph.
- Claims, numbers, policies and examples are checked before use.
- The output matches the task: headline, bullets, description and buyer FAQ.
FAQ
Why use a workflow instead of one prompt?
A workflow separates context, drafting, critique and final formatting so the result is easier to verify.
What should the data analyst prepare first?
Prepare the real goal, audience, constraints, examples and deadline before using the prompt chain.
How do I store the result?
Save the final prompt, example input and a note about what worked so the workflow can be reused.
Editorial quality
Score: 86/100
Robots: index,follow
Workflow page with role, task and prompt-chain steps.