Ad Creative Analysis

Analyze a directory of competitor or reference ad creatives. Produce a per-creative JSON analysis and a cross-creative pattern summary.

Step 1 — Accept Inputs

Expect one of:

• A directory path containing image files (.jpg, .jpeg, .png, .webp, .gif) and/or video files (.mp4, .mov, .avi, .webm)
• An optional metadata.json file in that directory with fields per filename: platform, spend, duration_days, impressions, format

If no path is given, ask the user: "Please provide the directory path containing the ad creatives."

List all files in the directory. Separate into image ads and video ads. Log the count of each before proceeding.

Step 2 — Analyze Image Ads

For each image file, use vision/image analysis to evaluate the following.

Design Evaluation