YTBait
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How YTBait clickbait and AI slop scoring works

How the YouTube clickbait detector and AI slop checker behave, what they read, and how to read both scores.

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What is YTBait?

YTBait is a free Chrome YouTube clickbait detector. It answers: does this video deliver what the title and description promised — and is the script hollow AI filler?

It is not a summarizer, like-ratio rater, recommender, or ad blocker. It is an impartial verdict layer for viewers who want to know before they commit the next 20 minutes. See also the AI slop detector.

Install

  1. 01Open the Chrome Web Store listing for YTBait.
  2. 02Click Add to Chrome.
  3. 03Open any YouTube video with captions.
  4. 04Read the YTBait clickbait score in the sidebar panel.
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How scoring works

For a video page, YTBait roughly does the following:

01

Collect metadata

Title, channel, duration, and description.

02

Fetch transcript

Captions when YouTube exposes them for the video.

03

Evaluate with rubric

Promise vs delivery, sensationalism, filler, and substance.

04

Return the verdict

A 1–10 clickbait score, a separate 1–10 AI slop score, and a short note.

Higher scores mean the packaging matches the content. Lower scores mean bait, overclaim, or empty delivery — the classic promise vs delivery mismatch.

Clickbait score guide

Critical

1–3

High clickbait risk. Title or description substantially misrepresents the content.

Neutral

4–6

Mixed value — packaging is stretched, padded, or only partly delivered.

Optimal

7–10

Packaging is largely honest. Content delivers on the title and description promise.

AI slop score

The AI slop score is independent of delivery. It rates whether the captions read as generic, hollow AI-written filler — stock voice patterns stacked on thin substance — not “was a model used.”

High slop (7–10) means skip-safe filler. Low slop (1–3) means human voice, or AI-polish over a real technique. The slop score is never allowed to raise or lower the clickbait score. Full explainer: YouTube AI slop detector.

Data & privacy

  • YTBait analyzes video metadata and transcripts.
  • It does not need your Google login to score a public video.
  • Personal browsing history is not the product input — the current video context is.
Read the Privacy Policy

Limitations

  • No captions → limited or no full score.
  • Satire, sketch comedy, and intentionally absurd packaging can confuse pattern-based scoring.
  • A high honesty score is not a quality, accuracy, or moral endorsement.
  • Model versions change; historical scores may shift when rubrics improve.

Next reads

Related guides

YouTube clickbait detector

How the free Chrome checker scores videos 1–10.

YouTube AI slop detector

Independent 1–10 score for formulaic AI filler.

How to spot AI slop on YouTube

Voice tells, hollow substance, and what is not slop.

YouTube clickbait vs AI slop

Two different wastes of time. Two independent scores.

How to spot YouTube clickbait

Manual tells for title/thumbnail mismatch.

Why YouTube is full of clickbait

Incentives, algorithms, and attention economics.

Know Before Watching.

Free YouTube clickbait detector and AI slop checker for Chrome. Two scores on the watch page — know before you commit the next 20 minutes.

Add to Chrome — it’s free