Vibe Coding Playbook for GTM App Building

January 10, 2026

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A workflow that enables GTM teams to design, build, and iterate internal applications using AI tools without traditional coding.

Pari Tomar

How it works

Step 1: Define the GTM app problem

Identify the GTM problem the app should solve
Examples: routing, qualification, reporting, enrichment
Identify the workflow gap in the current GTM process
Define the data inputs and expected outputs of the app
Clearly specify who will use the app and for what purpose

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Step 2: Define the app specification

Define all features and workflows
Specify user roles and permissions
Define UI behavior and data flow
Define validations and edge cases
Specify theme, layout preferences, and UX expectations

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Step 3: Use reference material

Provide clear visual and functional context.

Add Figma designs, if available
Add screenshots of similar tools or workflows
Add documents, notes, or written explanations

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Step 4: Convert requirements into a structured prompt

Use Claude to prepare a detailed build prompt.

Share all app requirements and reference material with Claude
Ask Claude to generate one complete, structured prompt
Make sure the prompt defines:
- Pages and components
- Data models
- Logic rules
- Integrations
- UI and layout instructions

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Step 5: Validate the prompt

Review the prompt before submitting it.

Confirm every feature is clearly described
Check for missing flows or logic
Ensure there are no instructions asking the tool to “decide” or “assume”

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Step 6: Generate the MVP

Build the initial app using Lovable.dev.

Paste the validated prompt into Lovable
Upload all reference files and images
Attach Figma designs, if available
Use credits carefully:
- Each request consumes credits
- Avoid unnecessary iterations

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Step 7: Set up the local environment

Prepare the project for iteration and maintenance.

Connect the Lovable project to GitHub
Generate a repository
Copy the Git repository URL
Clone the repository using Git
Open the project folder locally in VS Code or Cursor

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Step 8: Iterate using Cursor or Claude Code

Use Cursor or Claude Code for changes and improvements.

In Cursor, use the built-in chat to request changes
In Claude Code, use the terminal inside VS Code and run claude
Request updates such as:
- Logic changes
- Feature additions
- UI improvements
- Refactoring or cleanup

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Step 9: Finalize the internal GTM app

Complete and validate the application.

Test core workflows
Confirm data accuracy and outputs
Ensure the app is usable by the intended internal teams

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Vibe Coding Playbook for GTM App Building

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