// idea #36 · Data

Scientific Literature Summarizer

Agent monitors PubMed and arXiv, summarizes papers, and delivers weekly research digests.

⚡ Low Effort Data 💰 $19–$99/mo 🤖 92% autonomous ⏱ 1 week to launch
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Revenue potential
$19–$99/mo
Time to launch
1 week
Agent autonomy
92%

How the agent runs it

Researcher subscribes and specifies topics. Agent monitors new papers daily, reads abstracts and full texts, summarizes key findings in plain English, and delivers a weekly digest. Includes citation links.

Tech stack

Claude APIPubMed APIarXiv APIBeehiivStripe

Monetization

$19/mo individual, $99/mo lab team. Niche newsletters per field (oncology, ML, climate).

Key risks

  • Summary accuracy for technical papers requires expert review
  • Cannot replace reading primary literature for critical decisions

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