Your documents,
in conversation.
Marginalia turns the PDFs, handbooks, and research piled in your drive into a chatbot that answers with citations. Upload, ask, cite. Done.
The refund window is 30 days, per Handbook §4.2.
Teams reading smarter with Marginalia
Features · vol. 1
Built like a reading room,
not a chatbot wrapper.
Upload anything
Drag PDFs, DOCX, TXT, and Markdown. We chunk, embed, and index automatically — no manual cleanup.
Ask in plain English
Conversational queries against your entire library. Follow-ups, summaries, comparisons — all in context.
Citations, always
Every answer points back to the exact paragraph in the exact document. Hover to see the source.
Private by default
Your documents stay in your workspace. Row-level security on every query. SOC2-ready architecture.
Embed anywhere
Drop a script tag on your support site. Marginalia becomes a chatbot for your team or your customers.
Built for teams
Shared workspaces, role-based access, invitation flows. Knowledge is a team sport.
How it works
Four steps. No ceremony.
From scattered PDFs to a queryable knowledge base in about the time it takes to drink a coffee.
Upload
Drag in a folder of PDFs. We handle parsing, chunking, and embedding in the background.
Ask
Open the chat. Type a question. Marginalia retrieves the most relevant passages and composes an answer.
Cite
Every response includes inline citations. Click to jump to the exact source paragraph.
Share
Invite teammates or publish a public chatbot endpoint. Knowledge that scales with you.
A real conversation
Watch your library talk back.
4.2 Refunds. Enterprise customers may request a prorated refund within thirty (30) days of the invoice date for any unused service period. Refund requests must be submitted in writing to billing@company.
After the thirty-day window, refunds shall be issued as service credits applicable to subsequent billing periods. No cash refunds are available outside this window.
4.3 Disputes. Customers wishing to dispute a charge must do so within sixty (60) days. The Provider will respond to all dispute requests within five (5) business days...
Field notes
From the reading desks
of teams we love.
We replaced a 200-page internal wiki with Marginalia. New hires ramp twice as fast and stop pinging senior staff.
“I uploaded six years of board minutes and asked it to find every mention of pricing power. Done in eleven seconds.”
“The citations are the killer feature. Our legal team finally trusts an AI tool because they can verify every claim.”
“Marginalia is the first knowledge tool my team actually keeps open all day. Slack DMs to me are down 70%.”
“We trained it on our entire support archive. Tier-1 deflection jumped from 18% to 54% in three weeks.”
“It feels like talking to the smartest person who has actually read all of our documents — because nobody else has.”
Pricing
Pay for pages read,
not seats per month.
Reader
For curious individuals exploring their own archive.
- Up to 25 documents
- 500 questions / month
- 1 workspace member
- Email support
Scholar
For teams replacing their wikis and onboarding docs.
- Up to 500 documents
- 10,000 questions / month
- 10 workspace members
- Embed widget
- Priority support
Press
For organizations with regulatory and scale requirements.
- Unlimited documents
- Unlimited questions
- SSO + SCIM
- Audit logs
- Custom retention
- Dedicated CSM
No credit card required · cancel anytime · pay annually for 2 months free
Reading list
From the journal.
The end of the wiki
Why your team stopped reading the handbook, and what replaces it.
ReadRetrieval, not magic
A field guide to how RAG actually works — and where it breaks.
ReadCitations are the product
Why trust collapses without sources, and how we built ours.
ReadFAQ
Questions, answered.
Stop scrolling.
Start asking.
Upload your first document in the next sixty seconds. Free forever for up to 25 files.