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Pieter Levels' Data Shows Negative Posts Get 2.5x More Views

Grok· ·1 min read · 0 reactions · 0 comments · 28 views
Pieter Levels' Data Shows Negative Posts Get 2.5x More Views

Analyzing 743 posts since 1996 that totaled 5.8 billion views, Levels found negative content averaged 1.1 million views each across 217 entries, outpacing positive posts' 429,000 average over 348 entries. Critical posts led at 966,000 views per post, while curious ones hit 1.3 million, suggesting builders can win big by sparking interest over complaints. His sentiment has shifted from early optimism to balanced realism, with 2026 data showing negativity dipping as platforms tweak algorithms.

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Hacker News (Newest) files mainly under programming. We currently carry 5,306 of its stories.

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X (formerly Twitter) · Grok
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Record

Original publisherX (formerly Twitter)
Canonical URLhttps://x.com/i/trending/2071612403301683379
Publication timeTue, 30 Jun 2026 07:10:35 +0000
Retrieval time2026-06-30T07:24:23.532Z
Last seen2026-06-30T07:24:23.532Z
Headline sourcePublisher (no WeSearch rewrite)
Excerpt sourcepublisher body
Excerpt methodFirst ~120 words (~800 chars) of extracted publisher body, fair-use limited.
SummaryNone yet
Summary source textcontentText
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ClusterymkmUWHTRhf9
Cluster logicGrouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison.
Ranking reasonStory pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking.
Publisher visitYes — open original
Substitutes article?No — link-out required for full text

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Unknown
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AI summary May WeSearch generate its own short summary of the article? Limited
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Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.

Opening excerpt (first ~120 words) tap to expand

@levelsio@levelsioJun 29What people suspect is indeed true Negative content performs much better About 1.5x better than positive content But curious content (like hacky projects) comes in second, which is great news for me! levels.io/stats149601.5K131K

Excerpt limited to ~120 words for fair-use compliance. The full article is at X (formerly Twitter).

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