The researcher's bookmark problem

Every research project starts the same way: you open dozens of tabs, skim through papers on Google Scholar, chase citations down rabbit holes, and bookmark everything "for later." Two weeks in, your browser bookmarks are an unstructured graveyard. You know you read something relevant, but you can't find it.

Sound familiar? Curyloop was built to solve exactly this.

How researchers use Curyloop

Create sessions for each research project

Instead of dumping everything into a flat bookmark list, create a session for each research project or topic. A session is a focused collection — think of it as a living bibliography that captures not just the link, but why you saved it.

• "Cognitive Load in UI Design — Literature Review"
• "Machine Learning for Climate Modeling — Survey"
• "Competitor Analysis — Q1 2026"

Save with context, not just URLs

When you save a paper or article to Curyloop, you can add a note explaining why it matters. Six months later, you won't just see a link to a PDF — you'll see your own annotation: "Key finding: 23% improvement in recall when using spaced repetition. Table 3 is the one to cite."

Tag across projects

Tags let you create cross-cutting connections. A paper on "attention mechanisms" might be relevant to both your NLP project and your cognitive science review. Tag it once, find it everywhere.

Full-text search your entire library

Curyloop indexes titles, notes, tags, and URLs. Search for "transformer architecture benchmarks" and instantly surface every relevant link you've ever saved — across all sessions, all projects.

A typical research workflow

1. Start a session for your new literature review
2. Install the browser extension — save papers from Google Scholar, arXiv, PubMed, or any journal with one click
3. Add notes as you skim — capture the key takeaway while it's fresh
4. Tag liberally — methodology, topic, "must-cite", "weak-evidence"
5. Use AI summaries to quickly recall what a saved article covers
6. Share the session with collaborators or your advisor for feedback

Why not just use Zotero or Mendeley?

Reference managers are great for generating citations. But they're not designed for the messy, exploratory phase of research — the phase where you're saving blog posts, Twitter threads, GitHub repos, and YouTube lectures alongside formal papers. Curyloop handles all of it in one place, with the same tagging, notes, and search.

Get started in 2 minutes

1. Sign up for free
2. Create your first research session
3. Install the browser extension and start saving
4. Revisit your session anytime — everything is searchable and organized

Your future self will thank you when writing the literature review.