Discover your next
research direction.
Accept Ideas analyzes millions of papers from arXiv, Semantic Scholar, and Google Scholar to surface trending research directions with venue-quality predictions — so you can focus on ideas worth pursuing.
Free to join · No spam · Built by researchers, for researchers
Data sourced from leading academic platforms
Everything you need to find
ideas worth pursuing
We combine millions of papers, multi-dimensional trend analysis, and deep reading capabilities into one platform designed for researchers.
Daily Curated Research Directions
Every day, we analyze hundreds of newly published papers to identify and present the most promising research directions. Each article explains why a direction matters, backed by representative papers and growth data.
- ✓Automated daily analysis of 800+ new papers
- ✓Plain-language narratives explaining each direction
- ✓Representative papers with one-line summaries
- ✓Predicted publication tier (A*, A, B) for each topic
Multi-Dimensional Trend Metrics
Go beyond simple paper counts. We evaluate each research direction across 6 proprietary dimensions to give you a holistic view of its potential — metrics that previously required weeks of manual literature review.
Real-Time Research Brainstorming
Not just another chatbot — a knowledge-grounded research partner. Ask complex questions, explore open problems, compare methodologies, and brainstorm new directions. Every answer is backed by real, up-to-date papers with inline citations.
- ✓Grounded in a continuously-updated paper database
- ✓Inline citations linking directly to source papers
- ✓Critical thinking: highlights limitations and gaps
- ✓Proactive suggestions based on your research interests
Deep Paper Search — Beyond Keywords
Standard keyword search fails when your need requires human-level comprehension. Our agentic system downloads, reads, and judges full PDFs against your nuanced criteria — doing in seconds what would take you days of manual reading.
Personalized Research Directions
Your research interests are unique. Accept Ideas learns your focus areas to deliver fine-grained, personalized recommendations across 50+ sub-directions — no more sifting through irrelevant papers.
- ✓Interest profile built from your interactions
- ✓Fine-grained topic tracking at sub-field level
- ✓Trend alerts when relevant directions spike
- ✓"Ideas you might like" personalized suggestions
How it works
From raw data to actionable research insights — automatically, every day.
Ingest & Enrich
We pull 800+ new papers daily from arXiv and enrich them with citation data, venue rankings, and author metadata from Semantic Scholar.
Analyze & Predict
Our multi-dimensional analysis engine evaluates trend velocity, citation growth, venue quality, and four more metrics to identify high-potential directions.
Deliver Insights
You receive curated daily articles, personalized recommendations, and access to a research assistant and deep paper search — all grounded in real data.
What used to require days of reading,
now takes seconds
See how Accept Ideas compares to your current research workflow.
| Capability | Manual Reading | Accept Ideas |
|---|---|---|
| Identify trending directions | Days of browsing | Daily automated articles |
| Venue-quality predictions | Not possible | A*/A/B tier predictions |
| Multi-dimensional trend analysis | Weeks of data collection | 6 metrics per topic |
| Find papers by methodology | Read each paper manually | Deep agentic search in seconds |
| Personalized recommendations | Relies on memory | Automated interest profiling |
| Stay updated daily | Hours per day | Curated updates delivered to you |
Ready to discover your next research direction?
Join hundreds of researchers who want to stay ahead of the curve. Get early access when we launch.
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