Chirpz Agent

👋 Hey Product Hunt!

I’m Sina, founder of Chirpz. I built Chirpz Agent because traditional keyword search isn’t smart enough to surface the papers that actually matter.

You have the idea. The literature exists. But guessing keywords across Scholar, arXiv, and journals still makes you miss what you need — or what reviewers expect you to know.

That’s why I set out to build a tool for researchers that understands context and intelligently searches across all sources at once. It cuts through the noise, and delivers only what truly matters — with zero hallucinated metadata.

Here’s how Chirpz helps you discover the right literature smarter:

What you get

• 🗣️ Ask or upload — describe your research or upload a draft for analysis.

• 📌 Citation gap detection — catch missing references before reviewers do.

• 🏷️ Auto-scope topics — extract key themes and build smart searches.

• 🔍 Search everything — scan 280M+ papers across journals, PubMed, and arXiv.

• 🧠 Rank by relevance — papers ordered by meaning, not keywords.

• ⚡ AI Snapshots — skim papers in seconds.

• 📚 Cite with confidence — verified sources, accurate metadata, BibTeX, and PDFs.

Who it’s for

• 🎓 Academic labs — smarter literature search and pre-submission draft analysis.

• 🧑‍💻 Technology labs — explore new ideas and validate approaches with deep coverage.

• 🧪 Biotech & pharma teams — track discovery and clinical research in one place.

• 📖 Individual researchers — find relevant papers faster and manage citations easily.

• 🎓 Graduate students — build strong thesis foundations with guided discovery.

🚀 Try it out here: https://chirpz.ai/literature-discovery/

I’ll be here all day answering questions and collecting feedback.
What kind of literature are you trying to discover — and what’s slowing you down today?

Thanks for checking it out 🙏
— Sina

​Accurate citations are the most stressful part of my writing process and having them handled in one place is a huge win for my workflow.

Great work from your team, this is something what is going to be very useful and helpful specially for students.

Congrats on the launch! The platform looks very clean. I’m wondering how often the 280M+ dataset is updated?

I’ve seen something like this recently, but can’t remember exactly which tool :D Does Chirpz suggest ways to optimize time while searching for papers?

The instant summary feature saves me so much time because I can quickly filter out what doesn't fit my thesis without reading every single page. 📚

This is a really interesting “research intelligence” category. I’m curious how deep the domain context goes - can it surface methodological conflicts or just related work?

Congrats on shipping @sina_tayebati