The Smartest Co-authoring Friend for Researchers

Write research
papers 10x faster.

Research faster, publish sooner. Meet Bibby, your intelligent writing friend and Agentic Writing editor that instantly perfects your diagrams, research, syntax, formulas, and citations.

Used by 5920+ researchers from leading institutions

Bibby Mascot
01

Find the literature

Deep research across 200M papers, asked in your own words

do scaling laws still hold under sparse attention?
  • Scaling Laws for Neural Language ModelsKaplan et al. · 2020
  • Training Compute-Optimal Large ModelsHoffmann et al. · 2022
  • Efficient Transformers: A SurveyTay et al. · 2022
  • Sparse is Enough in Scaling TransformersJaszczur et al. · 2021
Knowledge base · 2 of 4 addedindexed for citation & recall

312 papers screened · 4 worth reading · vector-indexed for the writing agent

02

Cite without leaving the line

BibTeX written for you — key, entry and DOI check

…as first proposed by \cite{
  • Vaswani et al. (2017)Attention Is All You Need · NeurIPSTab
  • Bahdanau et al. (2015)Neural MT by Jointly Learning to Align · ICLR
  • Sutskever et al. (2014)Sequence to Sequence Learning · NeurIPS

Key inserted, entry appended to refs.bib, DOI verified against Crossref

03

Start in the right format

Venue templates you can type straight into

Margins, fonts, bibliography style and page limits already set

04

Write it together

A real LaTeX editor — maths and figures typeset as you type

main.texrefs.bibfigures/compiled 1.4s
  1. % Section 3 — drafted with Bibby
  2. \section{Scaling behaviour}
  3. Loss follows a power law in model
  4. size and data, as in \cite{kaplan2020}:
  5. \begin{equation}
  6. L(N,D)=\frac{A}{N^{\alpha}}
  7. +\frac{B}{D^{\beta}}+L_{\infty}
  8. \end{equation}
  9. \begin{figure}[t]
  10. \includegraphics{loss_curve}
  11. \caption{Validation loss.}
  12. \end{figure}

3  Scaling behaviour

Loss follows a power law in model size and data, as in Kaplan et al. [4]:

L(N,D) = ANα + BDβ + L(1)

4.03.02.01.010¹⁸10²⁰10²²compute (FLOPs)densesparse

Figure 1: Validation loss against training compute, dense vs. sparse attention.

Compiles as you type · everyone edits at once, no merge conflicts

05

Hand it to the agent

One instruction, a full pass over the draft

You

clean up section 3 and check we're safe to submit

  • Grammar & tense41 edits, all shown as tracked changes
  • FormattingTable 2 overflow fixed, figures re-anchored
  • Plagiarism1.2% match — one quote needs attribution
  • References4 dead DOIs repaired, 2 duplicates merged
  • Notationθ and ϑ unified across the paper

Every change lands as a diff you can accept, reject or ask about

06

Send it out

Camera-ready, first time

Ready
Sparse Scaling LawsA. Rao, J. Doe · NeurIPS 2026Recent work shows that model loss decreasessmoothly as a power law in parameters andtokens. We revisit this claim under sparseattention and find the exponent is preservedup to a constant factor across four scales.We train 24 models between 30M and 3Bparameters on a fixed token budget and fitthe resulting curves with least squares.Recent work shows that model loss decreasessmoothly as a power law in parameters andtokens. We revisit this claim under sparseattention and find the exponent is preservedup to a constant factor across four scales.Recent work shows that model loss decreasessmoothly as a power law in parameters andtokens. We revisit this claim under sparseattention and find the exponent is preservedup to a constant factor across four scales.We train 24 models between 30M and 3BFig. 1 Loss vs. computeRecent work shows that model loss decreasessmoothly as a power law in parameters andtokens. We revisit this claim under sparseattention and find the exponent is preservedup to a constant factor across four scales.We train 24 models between 30M and 3Bparameters on a fixed token budget and fitthe resulting curves with least squares.PDF
  • arXiv preprintSource bundle packed and validated
  • OpenReviewAnonymised, page limit checked
  • Zotero / GitTwo-way sync, full history
  • Journal submissionCover letter drafted from the abstract

Compiled in 1.4s · 0 errors · 0 warnings

Bibby AI: Your agentic writing friend and editor for researchers | Product Hunt

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Bibby AI — AI co-author for research: editor, preview, citations, and workflow

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Templates

Start in the format your venue already expects.

Margins, fonts, bibliography style and page limits arrive pre-set. Choose from 500+ publisher-approved layouts you can type straight into.

The workbench

Nine tools, one continuous draft.

Research, write, cite, illustrate, collaborate and ship, all without leaving the document or losing your place in it.

Bibby AI Assistant

AI Writing

Your AI Research FriendBibby mascot

Not another clunky editor. Bibby is your intelligent coworker who helps you draft, refine, and perfect your research in record time.

  • Drafts complex equations from natural language
  • Suggests improvements to your arguments in real-time
  • Auto-generates citations in any format (APA, MLA, IEEE)
  • Explains LaTeX errors in plain English and fixes them
Deep Research

Advanced Research

Deep Research Assistant

Explore complex research topics with AI. Bibby reads papers, finds connections, and suggests new research directions, all with full citations.

  • Multi-step reasoning across academic databases
  • Suggests research directions and hypotheses
  • Full citation trail for every claim
  • Summarizes and synthesizes related work
Real-time Collaboration

Team Collaboration

Collaborate Without Conflict

Research is a team sport, and your tools should be too. Bibby keeps everyone on the same document in real time, so you stop emailing PDFs and start shipping papers.

  • Invite unlimited collaborators to any project
  • Discuss changes with in-line comments
  • Resolve merge conflicts automatically with AI
  • Rewind to any version with built-in history
Citation Search

Smart Citations

Smart Paper Review & Citations

Find, cite, and review papers without leaving your editor. Bibby searches across academic databases and inserts references with a single click.

  • Search and insert citations from 200M+ papers in one click
  • Get AI peer review feedback before you submit
  • Know when your paper is submission-ready
Paper Banana
Complete cell diagram: example figure for a research paper, created with Paper Banana

AI Illustrations

AI Illustrations for Your Paper

Great science deserves figures as clear as your writing. Describe a concept or sketch a workflow, and Paper Banana generates publication-ready diagrams you can refine and drop straight into LaTeX.

  • Research-grade schematics and concept figures for peer review
  • Iterate in minutes instead of redrawing every revision in Inkscape
  • Consistent style across every figure in your paper
Example lab site · publications
Example academic lab website: AZA LAB publications page with papers and download links

Academic Websites

Generate Academic Websites

Your lab deserves a web presence that matches your research. Bibby builds a clean academic site in minutes, with team, publications, and research areas included and the copy polished to a faculty-ready tone.

  • Structured layouts for people, research themes, and lab updates
  • AI copy in a faculty-ready academic tone
  • Single-file HTML export you can host anywhere instantly
GitHub Sync

Git Integration

GitHub Sync

Push and pull your LaTeX projects directly to GitHub. Keep your research versioned, backed up, and accessible from anywhere.

  • Two-way sync with any GitHub repository
  • Automatic commit messages from your edits
  • Branch support for parallel paper drafts
  • Works with private and institutional repos
Equation from Image

LaTeX Made Easy

Zero LaTeX Anxiety™

Complex equations, multi-column layouts, bibliography nightmares. Bibby handles the formatting so you can focus on the science behind your paper.

  • Snap a photo of an equation and get perfect LaTeX
  • Choose from 500+ journal-ready templates
  • Auto-format to match any journal's requirements
  • Preview every change in real time
95%
Reduction in formatting-related stress
reported by users
Version History

Time Travel

Version History

Never lose your work again. Bibby automatically saves every version of your document, so you can rewind to any point in time.

  • Automatic saves with every edit session
  • Visual diff view to compare any two versions
  • One-click restore to any previous state
  • Named snapshots before major rewrites

The cost of the old way

You didn't spend six years in a lab to align a table.

Three places where research time quietly disappears, and where Bibby takes over.

01

Formatting

I spent six hours fixing citations instead of refining my methodology.

73%of researchers lose time to formatting
02

Collaboration

Version conflicts destroyed two days of work before the conference deadline.

4.2co-authors on the average paper
03

Submission

Will the journal's template hold? Will my equations render the way I wrote them?

41%hit formatting issues at submission

One editor, every document

Not just papers.

A thesis, a grant, a poster, a CV. Same editor, same citations, same one-click compile.

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Trusted by 5,900+ researchers worldwide

Simple pricing for serious research

Start for free. Upgrade when you need more power.

Researchers from MIT, Stanford, ETH Zürich, and 500+ institutions use Bibby

MITStanfordETH ZurichBerkeleyHarvardPrinceton

Free

For students & occasional users

$0/month

No credit card required

Includes:

  • 2 projects
  • 20 compiles
  • 2 AI completions/month
  • Basic templates (10+)
  • All free LaTeX tools

Not included:

  • Collaboration
  • Priority support
Most Popular

Pro

Write better research. Faster.

For serious researchers

$59$20/month

No credit card required • Cancel anytime

Join 5,900+ researchers saving hours every week.

  • Finish papers faster with unlimited AI writing help
  • Generate perfectly formatted citations in seconds
  • Work with advisors and co-authors in one place
  • Create publication-ready diagrams instantly
  • Submit publication-ready formatting automatically
  • AI peer review before submission

Institution

For research teams & universities

From$18/seat/month

Volume licensing for teams

UniversitiesResearch labsPhD cohortsAcademic departments

Tailored to your needs

Everything in Pro, plus:

  • SSO & SAML integration
  • Centralized billing
  • Usage analytics dashboard
  • Dedicated account manager
  • Custom templates
  • API access
  • On-premise deployment option
  • SLA guarantees
  • Training & onboarding

Traditional workflow vs Bibby

Citations
Traditional:30 min
Bibby:30 sec
Formatting
Traditional:1 hour
Bibby:Instant
Diagrams
Traditional:External tools
Bibby:Built-in
Collaboration
Traditional:Email chaos
Bibby:Shared workspace

14-day money-back

Full refund on Pro

Secure & private

Enterprise-grade security

Built for researchers

500+ institutions

Priority support

24hr response

Questions

Before you start writing.

The things researchers ask us most, answered plainly.

What's the difference between the Free and Pro plans?
The Free plan is perfect for getting started. It offers basic LaTeX editing and limited collaboration. The Pro plan unlocks Bibby's full potential, giving you unlimited AI assistance (including grammar checks, paraphrasing, and content generation), unlimited collaborators, advanced editing modes (like drawing and voice-to-text), automated content generation, and priority support. It's designed to save you a significant amount of time.
How does the AI citation search work?
Our AI-powered citation search integrates directly with academic databases from semantic scholar, arxiv, crossref, openalex, pubmed and more. You can search for papers by title, author, or abstract keywords. The AI will find the most relevant papers and allow you to insert a perfectly formatted BibTeX citation directly into your document with a single click, eliminating the need for manual searching and formatting.
Can the AI help me draft or rewrite sections?
Absolutely. Our 'Deep Research' AI assistant is like a writing partner. You can ask it to brainstorm ideas, generate an outline, draft paragraphs based on your notes, or even paraphrase your sentences to improve clarity and flow. This helps you overcome writer's block and accelerate your writing process.
Do I need to know LaTeX to use Bibby?
Not at all! Bibby is designed to handle all the complex LaTeX syntax behind the scenes. You can write naturally, and our AI will convert your text into properly formatted LaTeX. Of course, if you're already familiar with LaTeX, you can still use your knowledge directly.
Can I collaborate with others in real-time?
Yes! With our Pro plan, you can invite colleagues to work on your document simultaneously. Changes are synced in real-time, and you can see who's editing what. The collaboration feature includes commenting, suggesting edits, and version history to track all changes.
Does Bibby support journal-specific formatting?
Yes. Bibby includes templates for hundreds of academic journals across various disciplines. Simply select your target journal, and Bibby will automatically format your paper according to their specific requirements, including citation style, margins, font, and layout.
Is my research data secure with Bibby?
Absolutely. We use bank-level security with AES-256 encryption for all data, both in transit and at rest. Your documents are encrypted with keys that only you control - we literally cannot read your research even if we wanted to. We never share, sell, or use your data for any purpose other than providing our service. Learn more about our security measures.
Can Bibby see my research documents or data?
No, absolutely not. Your data is encrypted with keys that only you control, similar to how passwords are stored - we have no way to decrypt or view your content. Our zero-knowledge architecture ensures that your research remains completely private, even from our own team members. We've designed our system specifically so that your intellectual property stays yours alone.
Do you use my research data to train AI models or send it to external AI services?
We never use your documents to train Bibby's models or third-party training datasets. When you use AI features, only the text needed for that request is sent to Google Gemini under zero-retention, no-training API terms. We do not use OpenAI. View our subprocessor list in the Trust Center.
What happens to my data if I cancel my subscription?
You maintain full control of your data at all times. Before canceling, you can export all your documents in standard LaTeX format. After cancellation, your data remains accessible for 30 days, giving you time to download everything. After this grace period, your data is permanently and securely deleted from our systems. You can also request immediate deletion of your data at any time through your account settings.
Is Bibby AI SOC 2 or HIPAA compliant?
We are SOC 2 compliant. Our infrastructure is built on HIPAA-compliant and SOC 2-certified providers (like AWS/GCP), and our AI subprocessor (Gemini) is HIPAA compliant. We maintain SOC 2 compliance across our organization and are working towards full HIPAA attestation. Learn more in our Trust Center.
Can I import existing LaTeX documents?
Yes, you can easily import your existing LaTeX documents into Bibby. Our system will parse your document and make it editable in our interface while preserving all formatting, equations, and references. You can also export your Bibby documents as standard LaTeX files at any time.
How are AI credits used?
AI credits are used for premium, computationally intensive features like generating an abstract, using the deep research chat, or creating equations from images. Basic AI assistance like autocomplete and simple formatting does not consume credits. Pro users receive a generous monthly allowance of credits, which is more than enough for the average researcher's needs.
How does the AI handle citation formatting across journal styles? Can I switch from APA to IEEE mid-project—does it reformat everything automatically?
Bibby is built around real bibliography workflows: your sources stay linked, and when you change the target style or journal template, your citation commands and bibliography can be regenerated in the new format instead of hand-editing hundreds of lines. Switching APA → IEEE is the kind of move that used to cost a weekend of find-and-replace; here, you nudge the style, spot-check a few edge cases, and keep writing. The AI also helps catch stragglers—inconsistent author-year vs numeric cites, missing DOIs, odd tech report entries—so the paper “looks like” the venue before you export.
Does the AI reviewer give feedback like a NeurIPS or ICML reviewer? What does it flag—formatting only, or real content gaps?
It won't replace a human area chair—but it's designed to sound like the questions strong venues ask: Is the claim scoped? Is the baseline fair? Is related work missing an obvious line of work? Is the experiment plan convincing? You'll see a mix of polish (notation, structure, clarity) and substance (gaps, comparisons, threats to validity)—not just “fix your margins.” The exact flavor depends on your section and how much context you give it.
How well does photo-to-equation handle complex multi-line math, matrices, or piecewise functions?
It handles a surprisingly wide range of printed equations: multi-line layouts, matrices, and cases-style piecewise definitions are exactly the sweet spot where LaTeX shines—so when the photo is clear, you often get something you can drop in and refine. Messy handwriting, tiny subscripts, or exotic notation may need a quick pass with Tab-complete and the editor.
Can I import my existing Overleaf projects into Bibby? I have years of papers there—switching tools is the hardest part.
Yes. The usual path is: in Overleaf, download your project as a ZIP (source files), then in Bibby create a project and upload that archive—your .tex, bibliographies, figures, and stylesheets come with you. The first open may need small fixes (custom .sty paths, a package Overleaf had preloaded, or a stray build artifact)—normal for any move between editors.
I reformat papers between venues for hours (e.g. Nature → PLoS ONE). Can Bibby switch journal templates so I don't lose my sanity?

I'm a PhD student in computational biology. I literally spent 3 hours yesterday reformatting a paper from Nature style to PLoS ONE. If this handles template switching automatically, it would save my sanity.

We hear that exact story a lot. Bibby is built to make template and style jumps the main event—not a day of Whac-A-Mole: pick the target journal or template, align your document class and layout, and let linked citations and bibliography update with the new rules instead of hand-rewiring every \cite and reference line.

I supervise grad students—they lose hours to LaTeX errors instead of research. Can Bibby help our whole lab?

As someone who supervises grad students, the number of hours I've watched them waste on LaTeX errors instead of actual research is painful. This looks like it could genuinely change how our lab works.

That's the shift we care about: less rescue work on build logs, more cycles on questions, methods, and writing. Students get inline help—completions, error explanations, and fixes—so you're not the first line of defense for a missing brace at midnight. PIs can comment, review, and collaborate in real time the same way you'd want code review, without emailing PDFs. For departments and labs, we also offer institution-scale plans when you're ready to standardize.

I jump between Google Scholar, Zotero, and hand-fixing BibTeX—can Bibby replace that whole workflow?

The citation management alone would save me hours every week. I currently have a workflow that involves Google Scholar, Zotero, BibTeX formatting, and prayer. This looks way better.

It's meant to. Bibby unifies search and insertion: you can pull from a huge academic index, generate clean BibTeX, and insert citations without the Scholar → Zotero → .bib copy-paste relay race. Zotero isn't left behind—we have Zotero integration so you can import your library and merge those entries with your project's .bib. Pair that with the BibTeX validator and our BibTeX guide for gnarly entries. New to the stack? See Zotero with LaTeX for a sane setup.

What LaTeX tools does Bibby include?

Bibby ships 40+ free LaTeX tools—standalone pages plus AI built into the editor. Highlights by category:

Browse everything on Free LaTeX tools; see in-editor AI (writing assistant, smart citations, error auto-fix) on AI features.

Can Bibby compile LaTeX to PDF?
Yes. You can compile LaTeX to PDF two ways: use the online LaTeX compiler for quick browser builds, or write in the Bibby editor for live compilation, plain-English error explanations, and one-click fixes while you edit.

Your next paper

Open a blank file. Finish with a submission.

Join 5,920 researchers who draft, cite and ship from one desk.

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