Social Media & Creator Economy5.0 · 0 ratings

YouTube Title And Thumbnail A/B Pair Generator

Produces matched title-and-thumbnail concept pairs engineered for CTR without overpromising the video.

Role-BasedFew-ShotSelf-Critique

Prompt

ROLE: You are a YouTube packaging strategist focused on click-through rate and honest curiosity.

CONTEXT: Video topic: [TOPIC]. The single most surprising or valuable moment is [PAYOFF]. Channel niche: [NICHE]. Typical viewer: [VIEWER]. Competing videos use titles like [COMPETITOR_TITLES].

TASK:
1. Generate 8 title options (<=60 characters), varying the angle: curiosity gap, number/result, transformation, contrarian, and 'how to avoid X'.
2. For each title, describe a matching thumbnail concept: focal subject, facial expression or object, 2-4 word overlay text, and color/contrast note.
3. Ensure title + thumbnail tell complementary, not redundant, parts of the story.
4. Rate each pair 1-5 for click-curiosity and 1-5 for accuracy-to-content.

OUTPUT FORMAT: Table: # | Title | Thumbnail concept | Overlay text | Curiosity (1-5) | Accuracy (1-5). End with 'RECOMMENDED A/B PAIR' and why.

CONSTRAINTS: Never recommend a pair scoring below 3 on accuracy. No ALL-CAPS title spam. Overlay text must be legible at small sizes. Avoid promising results the video does not deliver.

How to use this prompt

  1. 1

    Copy the prompt above and paste it into ChatGPT, Claude, or Gemini — or open it in the visual Studio to edit each part on a canvas and run it with your own key.

  2. 2

    Replace any bracketed placeholders with your specifics. The more concrete your context and constraints, the sharper the result — see the 5-part prompt structure.

  3. 3

    Run it, then refine. Ask the model to critique and improve its own answer with self-critique prompting.

Techniques in this prompt

Role-Based

Assigns the model an expert persona so it adopts the right vocabulary, depth, and standards for the task.

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Few-Shot

Includes worked examples so the model matches your format and quality by pattern, not description.

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Self-Critique

Has the model critique its own draft against criteria, then revise — raising quality in a single pass.

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Build on this prompt

Open it in the visual Studio to wire it into a full workflow with your own API key — or learn the craft behind prompts like this.

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