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YouTube thumbnail from a reference

Generate a high-converting YouTube thumbnail from a reference thumbnail the user likes + a description of their video's theme/subject. Recreates th…

Websites, reels and sales5 min read

From Alexander Ahdab's library.

Famous Thumbnail (reference-driven, GPT Image 2)

Take ONE reference thumbnail the user likes + their video's theme/subject → produce a 16:9 YouTube thumbnail that steals the reference's converting structure (layout, emotion, contrast, text treatment) but carries the user's topic.

Work inside one project folder per thumbnail, e.g. ~/thumbnails/<video-name>/.

Inputs (collect BOTH before generating)

  1. Reference image — a thumbnail the user likes (file path or pasted image). If they only gave a YouTube URL, grab the thumbnail: curl -L -o ref.jpg "https://i.ytimg.com/vi/<VIDEO_ID>/maxresdefault.jpg".
  2. Theme/subject — what the video is about, in the user's words. If they gave only a vague topic, ask ONE quick question: "What's the one claim/result/emotion the video delivers?" (that becomes the thumbnail's hook). Don't interrogate them — one question max, then proceed with sensible defaults.
  3. Optional: a photo of the creator's face (if the reference features a person and the user wants themselves in it), brand colors, exact text they want on it.

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Unlocks: Pipeline · 1. Study the reference (ALWAYS, before any prompt) · 2. Write the thumbnail concept (1–2 lines, show the user only if uncertain) · 3. Upload the reference to Higgsfield · 4. Generate (GPT Image 2 — never a local tool, never another model) · 5. Self-evaluate BEFORE showing (the 200px test) · 6. Deliver + iterate · High-converting thumbnail rules (bake into every concept)

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