FORGE — Thumbnail Generator

Create Your Thumbnail

Describe what you want and we'll generate 3 variants for you to choose from.

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Quick Start Templates

Expression

Style

Platform

Generates 3 variants (A/B/C) — ~30 seconds

Your prompt:

Want to revise?

Approved Thumbnails

Training Mode

Generate 5 thumbnails, rate them, pick a winner. Your feedback trains the system.

Upload Reference

Training History (0 sessions)

No training sessions yet. Generate your first batch above.

Face Library

Upload 10-15 reference photos for best results. These faces will be used in your generated thumbnails.

Drag & drop face photos here

or

Browse Files

Product Poster Generator

Paste product data or fill the form. Generate e-commerce posters automatically.

Load a Google Sheet to see products here.

Product Name *

Selling Price (฿) *

Product Code

Description / Specs

Product Image URL

Weight

Promo Text

Brand / Shop Name

Or upload product image 📷 Upload Image

Style Template

Style References (upload examples of the visual style you want)

+ Add Reference Image

Paste rows from Google Sheets (tab-separated) or JSON array. Columns: name, price, code, description, imageUrl, weight, promo, brand

Recent Posters

Generation Pipeline

Visualize the flow from prompt to output. Run a generation to see live data.

📝 Prompt

User's text input

🧠 Claude Parser

NL → FTS-JSON

🎭 Face Match

Expression → Reference photo

✨ Gemini

Image generation

🖼 Output A / B / C

Generated thumbnails

No pipeline data yet. Generate a thumbnail to see the flow.