AI-powered research discovery & forecasting

Forecast Research Impact.
Improve Productivity. Amplify Discovery.

Scope helps researchers and institutions cut through the noise with powerful tools: Predictor (AI-powered citation forecasting), Dashboard (ranked papers by category), Reviewer (manuscript feedback), Newsletter (curated digests), and more.

3–6 hrs/wk
Estimated time saved in literature scanning and triage
Up to 93%
Accuracy in predicting citation patterns*

*Illustrative; validated metrics available on request.

πŸš€ NEW TOOL

Predictor β€” Forecast citation impact before you publish

Enter any arXiv paper and get an AI-powered prediction of its citation potential over the next 12 months. Understand what drives impact and get actionable recommendations.

Citation Predictor

Enter an arXiv paper ID or URL to predict its citation potential in the next 12 months.

πŸ“Š LIVE RANKINGS

Dashboard β€” Top papers by category, ranked by impact

See the highest-impact papers in any field, updated daily. Our AI analyzes and ranks papers by predicted citations, so you always know what's worth reading.

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Category Rankings

Filter by CS, Physics, Math, or any arXiv category to see top papers in your field.

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Real-time Updates

Rankings update as new papers are published and analyzed by our AI.

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Impact Insights

See predicted citations and impact scores for every paper at a glance.

πŸ“¬ STAY UPDATED

Newsletter β€” High-impact papers delivered to your inbox

Subscribe to receive curated digests of the top-ranked papers in your favorite categories. Daily or weekly β€” you choose.

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Curated by AI

Only papers with high predicted impact, not just newest or most popular.

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Save 3-6 hours/week

Stop endless browsing. Get straight to what matters.

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Fully Customizable

Choose your categories and frequency. Update anytime.

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Privacy First

No spam, no sharing. Unsubscribe with one click.

Subscribe Now β†’

Join researchers from top universities already using Scope

πŸ“ MANUSCRIPT REVIEW

AI Reviewer β€” Get peer review feedback before submission

Upload your manuscript and receive detailed, constructive feedback on every section. Improve your paper before sending it to journals.

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Overall Assessment

Get a quality score (0-100) and recommendation: accept, revision, or reject.

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Annotated Comments

Section-by-section feedback with specific suggestions for improvement.

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Citation Forecast

Predict 6-month and 12-month citation counts based on content quality.

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Fast Turnaround

Get comprehensive feedback in 2-5 minutes, not 2-3 weeks.

What You'll Get:

  • βœ“ Strengths and weaknesses analysis
  • βœ“ Abstract clarity feedback
  • βœ“ Methodology rigor assessment
  • βœ“ Results presentation review
  • βœ“ Novelty and impact evaluation
  • βœ“ Writing clarity suggestions
Review My Manuscript β†’

Support for .txt and .md files β€’ Max 50,000 words

How Scope Works

Three powerful tools to accelerate your research workflow and maximize impact.

Interactive DemoTry Now

Explore how our tools work: predict citations, rank papers, and review manuscripts.

What UofT folks are saying

Real feedback from professors & grad students

We gathered early testimonials across CS, Math, EE, vector/AI communities and more.

β€œVery helpful for graduate students or if you're trying to break into a new field.”

Prof. JC B.
IT

β€œIf the university has it, we'd definitely use.”

Nostrala H.
IT

β€œThis could be very helpful for paper drafting.”

Ali F.
Electrical Engineering

β€œI'd use this in areas that I don't know much about.”

Oliver
Math

β€œI currently just use Google Scholar and citation counts β€” this would be a really useful tool I'd use.”

Narmada V.
Math

β€œThis could transform the way I learn about new niche topics.”

Ian B.
Electrical Engineering

Built for universities

Scope supports faculty success and institutional metrics with three simple levers: faster discovery, stronger manuscripts, and citation forecasting.

Boost research output & visibility

Reviewer and Predictor nudge manuscripts toward the features correlated with higher visibility.

Save time across labs

Grad students report saving hours per week on paper triage. Faculty get a snapshot of what matters.

Inform grants & strategy

Research teams can cite predictions in proposals and track outcomes in divisional dashboards.

Easy to implement

Integrates quickly via SSO or research analytics systems, enabling seamless rollout and adoption.

Get in touch

Ready to see Scope with your researchers?

We're a UofT JD/MBA + Physics PhD team. Request a 20‑minute demo to see Discover, Reviewer, and Predictor live.

Request demo