Opportunity ledger / Dossier O-0125

CandidateNEWOPPORTUNITY DOSSIER · O-0125

Opportunity dossier O-0125

Recurring need documented in 1 independent public source item.

Original-language research noteAI推理摘要可视化工具
将AI思考过程提炼为易读的摘要,让等待推理结果时也能实时理解AI的思考进度

First seen 2026-07-10 · Last updated 2026-07-15 · Recalculated daily

4.2
Evidence confidence, not a return forecast
1
Independent source items, deduplicated by post
1
Public source families
0
Payment evidence: current spend or explicit intent
ProblemThe source-linked evidence below documents the recurring problem.
People affectedPeople represented in the linked public discussions.
Named alternativesNo existing alternative is named in the qualifying evidence yet.
Weekly mentions · 12 weeksNEW
04-2705-2506-2207-13

Trend factor ×1.0, capped at 2.0.

Representative evidence

1 public excerpts · 1 items in the full chain
Solution gap★★★☆☆First-hand pain

我真的好想念思考摘要。我不想要原始的思维链,我只是讨厌坐在那里看好几分钟的正在思考中,看着token被消耗却看不到任何思考过程 Chinese research excerpt

Use the source link for the original-language context.

Reddit2026-07-10View source ↗

Follow the full evidence chain

Traceable items · inspectable scoring · warming and payment alerts

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.

“Evidence-backed” means the problem appears real, recurring and connected to spending. It does not mean the business is worth building. Read the full methodology.