TinyFish for Professors
Bring the live web into your research and classroom.
What you get
- Up to $100 in your TinyFish wallet
- TinyFetch free, 5,000 pages a day
- TinySearch free, 12,000 searches a day
- $35 for every student
- A direct line to our engineers
- A 20-minute onboarding call
- A guest lecture for your class
- Your work featured by TinyFish
What your lab can hand to TinyFish
Every Tiny product, one API key and one wallet.
Weeks of scraping, done in minutes
Give your RAs back their time for real research. Any URL to clean data, free.
- No scripts to write or fix
- Text and tables from pages and PDFs
- 5,000 free pages a day
How it works
One short application. Credits land on the account you already use.
Apply
Tell us your course or lab, from your university email.
Get approved
We review every application within 3 working days.
Build
Sign up with the same university email. Credits and your daily TinyFetch allowance land on your account, with a 20-minute onboarding call.
Bring your class
Share the Student Program, and every student gets $35 to build with.
Apply
Tell us your course or lab, from your university email.
Get approved
We review every application within 3 working days.
Build
Sign up with the same university email. Credits and your daily TinyFetch allowance land on your account, with a 20-minute onboarding call.
Bring your class
Share the Student Program, and every student gets $35 to build with.
Who it’s for
You run a lab
Research groups in agents, RL, NLP, retrieval or anything that reads the web.
You teach a course
Courses where students build on live data, not last year’s CSV.
Your data is on the web
Datasets, corpora and records that live on websites, portals and PDFs.
You publish your work
Papers, repos and course pages that credit the tools behind them.
Professors, lecturers and research leads at any university, anywhere. A verified university email is required.
Ideas for your field
Pick your field. Every idea comes with a prompt to try.
TinyAgentBenchmark web agents on live sitesTry“Book the cheapest flight from SFO to JFK next Friday”TinySearchTrain search agents on the real webTry“Latest papers on reward hacking in RL, 2026”TinySetBuild eval sets your model hasn’t seenTry“Every Rust async question asked this week, with accepted answers”Professors love TinyFish
“I’m exploring TinyFish for academic workflows: monitoring published ophthalmology research, reconciling publication records across PubMed, ResearchGate and ORCID, and maintaining complete research bibliographies.”
FAQs
Who can apply?
Professors, lecturers and research leads at a university who want to use TinyFish in a course, lab or research project. Apply with your university email.
What can I spend the $100 on?
Every Tiny product: TinyAgent, TinyBrowser, TinyMonitor, TinyResearch and TinySet, plus TinyFetch and TinySearch beyond their free daily limits.
How much free usage do I get?
5,000 free TinyFetch URLs a day, five times the standard 1,000. TinySearch is already free for everyone, with 12,000 searches a day.
How do my students get credits?
Through the TinyFish Student Program. Every student who signs up at tinyfish.ai/students with their school email gets $35 in their TinyFish wallet. Share the link with your class, or ask us for a class bounty or workshop.
What happens when the program ends?
Your account stays as it is. TinySearch and TinyFetch stay free, and you pay only for what you use on the other Tiny products.
What’s in the fine print?
Wallet credits of up to $100, set per application. One application per professor or lab. Credits are non-transferable and have no cash value. TinyFish may update or end the program at any time. All other TinyFish Terms of Service apply.
Still have questions? community@tinyfish.ai
What will your lab hand off first?
Apply with your university email. We reply within 3 working days.
Questions? community@tinyfish.ai