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Competitive ad research & image generator with Apify, GPT-4o & Facebook Ad Library

content-creationdigital-marketingppccompetitive-intelapifyopenaigoogle-drivegoogle-sheets•
Facebook Ad Library
Apify
OpenAI
Google Drive
Google Sheets
Facebook Ad Library

Identify competitor ads

Apify

Scrape active ads

Google Drive

Create campaign folders

ChatGPT

Vision analysis

ChatGPT

Generate variations

Google Drive

Store assets

Google Sheets

Log links and metadata

Overview

This workflow automates competitor ad research and creative iteration for agencies and growth teams. It builds an organized asset library and produces new creative variants quickly.

Product Specs

  • Scrapes Facebook Ad Library via Apify
  • Filters and collects image ad assets
  • Uses OpenAI vision to analyze design and copy
  • Generates multiple creative variations from each source ad
  • Organizes source and generated assets into Google Drive folders
  • Logs assets, prompts, and links into Google Sheets

Pipeline Description

The workflow runs an Apify scrape against the Facebook Ad Library, downloads and organizes source assets, analyzes each ad with AI vision, generates several variations, stores outputs in Drive, and writes a campaign-ready database into Sheets with links to each asset.