L7V

The AI Marketing Playbook

Free L7V Playbook

The AI Marketing Playbook

Build, validate, and launch an AI app using Claude + Higgsfield. Use the contents on the left to jump between steps.

Start Here

Overview

This playbook follows the exact workflow demonstrated in the video.

By the end, you'll have:
  • A validated app concept
  • A complete product specification
  • Professional app screenshots
  • A high-converting landing page
  • Meta conversion tracking
  • Ad creatives
  • A live website
  • A ready-to-launch Meta campaign
Recommended Tools
  • Claude Desktop
  • Higgsfield MCP Server
  • Meta MCP Server
  • Vercel MCP Server
Read This First

Before You Start

Most founders waste months building products before validating demand. This workflow reverses the process. First we identify a promising opportunity, then create assets, test demand with paid traffic, collect leads, and only then decide whether the product is worth building.

The goal

The goal is not to build an app. The goal is to validate demand as quickly and cheaply as possible.

Step 1

Find a Better Opportunity

Goal

Instead of copying an existing app, use AI to identify market gaps and opportunities that competitors have missed.

What This Does

Claude will:

  • Research the leading competitors
  • Identify common patterns
  • Find underserved opportunities
  • Suggest ideas with strong viral and advertising potential
Prompt 1
I am building a competitor to [APP URL]. Please do external research to find the top 10 apps in this category and how each differentiates itself. Based on this research, propose to me five ways I could innovate in this category to create a blue ocean app that stands out in this field heavily dominated. Bias your research to angles that would do particularly well on social media paid and organic ads.
What To Do Next

Pick the idea you like most and continue to Step 2.

Step 2

Generate a Complete Product Specification

Goal

Turn your chosen idea into a detailed product blueprint.

What This Does

Claude will create:

  • Product positioning
  • Branding direction
  • App functionality
  • Core screens
  • User experience flow
  • Viral growth features

This document becomes the source of truth for everything built later.

Prompt 2
Number # sounds amazing. Please take that idea and transform it into a full product spec for a mobile app including: 1. Look and feel of the app including a basic branding guideline for fonts, colors, styles etc. 2. Specific functionality including key highlights of the product most likely to go viral on organic and paid social media. 3. The primary screens of the app that showcase the most important functionality. When you're done, please save the spec in a subfolder called "Documentation" under the file name "Product Spec".
Important

Claude will likely ask follow-up questions. Answer them naturally. The more context you provide, the better your final product specification will be.

Pro Tip

Don't worry about being technical. Simply explain what you'd like changed in plain English and Claude will update the spec accordingly.

Step 3

Generate Product Screenshots

Goal

Create realistic app screenshots for landing pages, ads, and validation testing.

What This Does

Using your product specification, Claude and Higgsfield will generate:

  • Feature screenshots
  • Hero images
  • UI mockups
  • Viral "magic moment" screenshots
Prompt 3
Please use @Documentation/Product Spec.md and the Higgsfield MCP server to generate 10 product screenshots of the app. Please highlight the exact features and functionality described in the product spec including the magic moments a user will experience on this app that are most likely to go viral on paid and organic ads. Ensure we're using the branding guides and specifics within the product spec so all app screenshots look consistent. Make them look like iPhone 17 app mockups and ensure aspect ratios of the images look like true iPhone sizes. For model selection, please use gpt_image_2, high quality, 9:16 ratio, 2k resolution. When you're done, please save all of the images in a subfolder called "Reference Images".
Pro Tip

If any screenshots look overly AI-generated or unrealistic, ask Claude to regenerate them. The more authentic the screenshots appear, the higher your conversion rates will typically be.

Step 4

Build the Landing Page

Goal

Create a landing page that can validate demand before building the actual app.

What This Does

Claude will build:

  • Landing page
  • Signup funnel
  • Lead capture system
  • Admin dashboard
  • Database structure
  • Analytics-ready architecture
Prompt 4
Please use @Documentation/Product Spec.md and the @Reference Images to generate a landing page based on high converting landing page practices for mobile friendly app signups. Highlight the features with the most viral potential and create a fake signup form that will allow us to validate the conversion rate for paid ads to this page. Build the signup so that the easiest questions are first (male/female, age etc) and then finish with email address capture. Save all responses so we can see full submission data. Put the dashboard behind a password. We will deploy this landing page to Vercel later, so please keep this in mind when making any architectural decisions. When it's done, please keep the server running and link me the local dashboard. Do not deploy to Vercel at this time.
Additional Tasks

After the page is generated:

  • Connect the Facebook MCP Server
  • Create a Meta Pixel manually
  • Install the pixel on the landing page
Pro Tip

Review the page carefully. Ask Claude to improve the headlines, copy, layout, mobile responsiveness, and signup flow before moving on.

Step 5

Set Up Conversion Tracking

Goal

Track every successful lead submission.

What This Does

Ensures Meta can properly optimize your ads toward conversions instead of clicks.

Prompt 5
I've created a new Meta conversion pixel called: Verda Landing Page Submit. Please setup our landing page so that this conversion event fires only after we successfully capture the email address of a user as the final step of our landing page form. Test the pixel yourself and verify it's all working using the Meta MCP server.
Success Criteria

Before moving forward, verify:

  • Pixel fires correctly
  • Email capture works
  • Dashboard receives submissions
  • Event is visible inside Meta Events Manager
Step 6

Generate Ads

Goal

Create multiple ad creatives quickly so you can test different angles.

What This Does

Claude will use your Product Spec, Reference Images, and Landing Page to create image and video ads optimized for Meta.

Prompt 6 — Create Ads
Please use @Documentation/Product Spec.md and the @Reference Images + our landing page to generate 20 ads for our meta campaigns based on the ad templates within the Higgsfield Marketing Studio that best fit our product. Save all of these ads locally to a subfolder "Marketing Assets". Ensure that all generations use our reference images so that we have consistent assets aligned with our brand. Use gpt-image-2 for any image assets and seedance-2.0 for any video assets.
Pro Tip

Review every ad. Regenerate anything that looks unrealistic, has broken text, uses weak hooks, or doesn't clearly communicate the product.

Step 7

Deploy the Landing Page

Goal

Put the landing page online so traffic can be sent to it.

What This Does

Claude will connect to Vercel, deploy the site, verify functionality, and test conversion tracking.

Before the Prompt
  • Sign up for Vercel
  • Create an access token
Prompt 7 — Deploy the Website
Please use the MCP connector for Vercel to deploy this landing page to my Vercel account. Test the pixel event on the live landing page link and verify the admin dashboard is reachable. When you've verified everything, link me to the live landing page so I can see for myself. Please use this token when needed for the deploy: [INSERT VERCEL TOKEN]
Success Criteria

Verify:

  • Site loads correctly
  • Forms work
  • Dashboard works
  • Pixel fires
  • Mobile experience is clean
Step 8

Create Meta Campaigns

Goal

Upload your ads and prepare campaigns for launch.

What This Does

Claude will create campaigns, organize ad sets, upload creatives, and configure optimization events.

Prompt 8
Please upload all ads in the "Marketing Assets" folder to a new campaign on my Meta ads account using the Meta Ads MCP server. Organize the Ad Sets based on the viral format that inspired the ads we have created. Within each Ad Set, please label each ad clearly so I know which asset file inspired that ad. All ads should be set to optimize for lowest cost per conversion on our lead submit event action from the pixel we setup earlier. Please set target markets to: USA. Send the traffic to my live landing page: [VERCEL LANDING PAGE] When everything is setup, please save so I can manually inspect and publish.
Before Publishing

Double-check:

  • Targeting
  • Budget
  • Pixel selection
  • Landing page URL
  • Creative assignments
Step 9

Scale Winning Ads

Goal

Use performance data to create better versions of your winning ads.

What This Does

Claude will identify your lowest cost per lead, best performing creatives, and strongest hooks, then automatically generate improved variations.

Prompt 9
Please review all ads in our campaign using the Meta MCP Server, identify the highest performing ads based on lowest cost per lead, and generate 5 new variations of each high performing ad using the Higgsfield MCP Server.
Scaling Strategy

Run this process weekly. Each cycle should:

  1. 1.Kill losing ads
  2. 2.Scale winners
  3. 3.Generate new variations
  4. 4.Launch fresh tests

Over time, this creates a self-improving advertising system powered by AI.

Reference

Resources & Tools

Below are all of the tools, platforms, and services referenced throughout this playbook. Most of the workflow can be completed with just Claude + Higgsfield, but the additional tools will help you validate, deploy, and scale your product more effectively.

Core AI Tools
Claude

The primary AI assistant used throughout this workflow for research, product development, coding, deployment, and campaign management.

claude.ai
Higgsfield

Used for generating app mockups, marketing assets, images, videos, and ad creatives through MCP integrations.

higgsfield.ai
Deployment & Development
Vercel

Used to deploy your landing page and make it publicly accessible.

vercel.com
GitHub

Recommended for version control and storing your project files.

github.com
Advertising & Analytics
Meta Ads Manager

Used to create, manage, and optimize Facebook and Instagram advertising campaigns.

adsmanager.facebook.com
Meta Events Manager

Used to create, monitor, and validate conversion pixels and custom events.

business.facebook.com/events_manager
Meta Business Suite

Used to manage your Meta advertising assets, audiences, and business accounts.

business.facebook.com
Design & Creative Inspiration
Dribbble

Great source of inspiration for mobile app interfaces and landing page design.

dribbble.com
Mobbin

Browse thousands of real mobile app screens and user flows for inspiration.

mobbin.com
Landingfolio

Collection of high-converting landing page examples.

www.landingfolio.com
Validation & Research
Product Hunt

Research trending products, emerging categories, and startup ideas.

www.producthunt.com
SimilarWeb

Analyze competitors, traffic sources, and market opportunities.

www.similarweb.com
App Store

Research competing mobile applications and user reviews.

www.apple.com/app-store
Google Play Store

Research Android competitors and customer feedback.

play.google.com
Recommended Workflow
  1. 1.Research the market using Claude.
  2. 2.Generate a Product Spec.
  3. 3.Create screenshots with Higgsfield.
  4. 4.Build and test a landing page.
  5. 5.Install Meta conversion tracking.
  6. 6.Generate ad creatives.
  7. 7.Deploy with Vercel.
  8. 8.Launch Meta campaigns.
  9. 9.Analyze performance.
  10. 10.Create new variations and repeat.
Remember

The goal is not to build a perfect app. The goal is to validate demand as quickly and cheaply as possible before investing significant time or money into development.

Setup

MCP Setup Guide

Before you begin, you'll need to connect a few MCP servers to Claude so it can interact with external tools and services on your behalf.

Depending on when you're reading this, the setup process may have changed slightly, so always refer to the latest official documentation from each provider.

Step 1: Install Claude Desktop

This workflow is designed to be run inside Claude Desktop.

Download Claude Desktop

Once installed, log into your Claude account and ensure MCP support is enabled.

Step 2: Connect Higgsfield MCP

Higgsfield powers the image and video generation portions of this workflow. You'll use it to:

  • Generate app screenshots
  • Create marketing assets
  • Produce ad creatives
  • Generate video advertisements
  • Create new creative variations
Setup Instructions

Once connected, verify Claude can successfully access the Higgsfield MCP server before proceeding.

Step 3: Connect Meta MCP

The Meta MCP integration allows Claude to interact directly with your advertising account. You'll use it to:

  • Create campaigns
  • Upload ads
  • Configure conversion events
  • Review campaign performance
  • Generate winning ad variations

Before connecting, set up:

  • A Meta Business Account
  • A Meta Ads Account
  • A Meta Pixel
Meta Business Suite Meta Ads Manager Meta Events Manager

For setup instructions, refer to the latest MCP documentation provided by Meta.

Step 4: Connect Vercel MCP

Vercel allows Claude to deploy your landing page and web application directly to the internet. You'll use it to:

  • Deploy your landing page
  • Host your lead capture system
  • Host your dashboard
  • Manage future updates
Create a Vercel account Setup Instructions
Security

You may be asked to generate an API token during setup. Keep this token secure and never share it publicly.

Step 5: Verify Your MCP Connections

Before starting the workflow, verify Claude can successfully access each MCP server with this quick test prompt:

Test Prompt
Please list all MCP servers currently available and confirm you can access them.

You should see:

  • Higgsfield MCP
  • Meta MCP
  • Vercel MCP

If any are missing, complete the setup process before continuing.

Help

Troubleshooting

Claude Can't See My MCP Server

Try:

  • Restarting Claude Desktop
  • Reconnecting the MCP server
  • Verifying API credentials
  • Confirming permissions were granted correctly
Higgsfield Generations Look Inconsistent

Ask Claude to:

  • Reuse your Reference Images folder
  • Follow the Product Spec branding guidelines
  • Maintain consistent colors, fonts, and UI elements
Meta Pixel Isn't Firing

Verify:

  • The pixel is installed on the landing page
  • The event triggers after email submission
  • Events appear in Meta Events Manager
  • The correct Pixel ID is being used
Vercel Deployment Fails

Verify:

  • Your API token is valid
  • The project builds locally
  • Environment variables are configured correctly
  • Required dependencies are installed
Reference

Recommended Folder Structure

To keep everything organized, use the following structure:

/Documentation - Product Spec.md /Reference Images - Screenshot 01 - Screenshot 02 - Screenshot 03 - etc. /Marketing Assets - Images - Videos - Ad Variations /Landing Page - Website Files - Dashboard - Pixel Configuration

Keeping your project organized will make it significantly easier to iterate on successful campaigns and launch future products.