Clickbait titles containing numbers generate higher engagement

the verdict

SUPPORTED

the evidence backs this

Recorded sources

2 sources for · 0 against

Counts group repeated records of the same source within each side. They do not measure evidence strength or source independence.

Empirical studies confirm that clickbait headlines, including those utilizing sensational elements or framing, successfully generate higher user engagement on social media platforms.

The analysis

The claim states that clickbait titles containing numbers (or generally sensational headlines designed to drive clicks) generate higher engagement. Paper [6] and Paper [7] directly study the role of clickbait in driving user interactions and engagement online, supporting the premise that sensational framing increases attention and metrics like likes, shares, and comments. No papers refute this fundamental dynamic.

Evidence for · 2

Deep learning and sentence embeddings for detection of clickbait news from online content.

Recorded source metadata

Muqadas A, Khan HU, Ramzan M, Naz A, Alsahfi T, Daud A. Deep learning and sentence embeddings for detection of clickbait news from online content.. 2025. https://doi.org/10.1038/s41598-025-97576-1

Note that clickbait is explicitly defined as sensational or misleading headlines designed to maximize engagement.

Source citation format

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More for · 1

Click me…! The influence of clickbait on user engagement in social media and the role of digital nudging.

Recorded source metadata

Jung AK, Stieglitz S, Kissmer T, Mirbabaie M, Kroll T. Click me…! The influence of clickbait on user engagement in social media and the role of digital nudging.. 2022. https://doi.org/10.1371/journal.pone.0266743

Empirically demonstrates that certain clickbait framing features and phrases increase user interactions such as likes, shares, and comments on social media.

Source citation format

The paper trail · every fact has a biography

first checked01 Aug 2026

judged → SUPPORTED · 8001 Aug 2026

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