CorroboratedOPPORTUNITY DOSSIER · O-0800

Attention hijacking by mobile apps during intended tasks

Users who open an app to look something up get pulled into an information black hole as feeds, notifications, and infinite scrolling hijack their attention.

First seen 2026-07-21 · Last updated 2026-09-06 · Recalculated daily

5.5

Evidence confidence, not a return forecast

Independent source items, deduplicated by post

Public source families

Payment evidence: current spend or explicit intent

ProblemUsers open their phone intending purposeful operations like looking up information, reading, planning, or studying. Apps continuously hijack their attention through recommendation feeds, notifications, infinite scrolling, and similar means, leading to large amounts of time wasted on meaningless feed-scrolling and unfinished tasks that produce frustration.

People affectedPhone users doing work or study but pulled into feeds by apps like Reddit, Douyin, Xiaohongshu

Named alternativesNo existing alternative is named in the qualifying evidence yet.

Topicsdigital wellnessscreen time managementattention protection

Weekly mentions · 12 weeks

06-1507-1308-1008-31

This dossier's trend factor is 0.5, capped at 2.0.

Representative evidence

2 public excerpts · 6 items in the full chain

Pain★★★☆☆First-hand pain

Post title: Beating Screen Time (Daily Updates/Life Improvements)

My screentime — I'm addicted to online chess (2520…

The public layer keeps only a minimal excerpt. Open the source for full context.

Reddit2026-08-26View source ↗

Pain★★★☆☆First-hand pain

Post title: After seeing my reddit usage in my browser history, I'm blocking reddit and all social media in my hosts file to increase my productivity.

Just saw my reddit usage in my browser history and…

The public layer keeps only a minimal excerpt. Open the source for full context.

Reddit2026-08-18View source ↗

★★★★☆

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What this evidence does not show yet

To reach Payment-backed we still need:

a first-hand payment statement — either someone naming what they already pay, or 2 more statement(s) with a specific amount they would pay (we have 0)
renewed mentions — the recent trend is below the promotion bar

No first-hand payment statement is on record here, so this page carries no pricing suggestion. A price with no payment evidence behind it is a guess wearing a number.

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Scoring summary

Evidence confidence = strength × evidence volume × source diversity × payment × competition × trend × 10. Counts use independent content items; only first-hand pain, current spend, explicit willingness to pay and concrete feature requests affect the score. Repeated posts by one author are discounted. Scoring and status changes follow deterministic rules.

“Payment-backed” means first-hand payment evidence exists in the record. It does not mean the business is worth building. “Fading” is a recency tag shown alongside any evidence level, not a lower level. Read the full methodology.