Audit beginner Works with: Any AI

Video Thumbnail and Title Honesty Audit

Table output

Check packaging against content.

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Audit packaging. Titles, thumbnail descriptions and a summary of what each video contains: [VIDEO_PACKAGING].

Check that each promise is delivered, text on thumbnails is readable on a phone, claims are accurate, curiosity does not become deception, and titles describe the content. Rate honesty and clarity from 1 to 5.

Return a table with rewrites and a rule for approving packaging.

Add a worked comparison: title, You will never guess what happened, thumbnail shows a shocked face; content is a product review; honesty 1, clarity 1. Rewrite: I tested three standing desks for a month; thumbnail shows the three desks with text Best for small rooms? only if the video answers that. Approval rule: one person who has watched the video must approve the packaging.

Add a worked test: show the title and thumbnail to five people and ask what they expect to see; compare with the content. Count the share whose expectations were met, for example 4 of 5, and adjust if below 4.

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