NotebookLM
Research8.3Research notebook that answers only from the sources you upload
- Price
- $4.99/mo
- Free plan
- Yes
- API
- No
AI research tools search, read and summarize sources for you, then hand back an answer you can check. Three shapes exist today. Answer engines such as Perplexity reply in seconds with numbered citations under each claim.
Deep research modes, now built into Perplexity, Gemini and ChatGPT, run for several minutes, read dozens of pages and return a structured report. Document assistants work the other way round and answer only from the PDFs and notes you upload.
The dividing line for serious work is whether the tool shows its sources sentence by sentence or only lists links at the end. Most sit between free and $20 per month; $100 and above buys longer research runs and higher daily limits.
Each listing below states the free plan caps and the date its pricing was checked.
Research notebook that answers only from the sources you upload
Google's assistant across the Gemini app, Gmail, Docs and Android
Answer engine that searches the web and cites every source
Ranked by editor score, then by listing completeness. Entry price is the cheapest paid plan.
| Tool | Best for | From | Free plan | Platforms | Score |
|---|---|---|---|---|---|
| 1 | Researchers and students working through a defined set of documents | $4.99/mo | Yes | Web app, iOS, Android | 8.3 |
| 2 | Anyone already working in Gmail, Docs and Drive who wants one assistant across them | $4.99/mo | Yes | Web app, iOS, Android +1 | 8.6 |
| 3 | Researchers, students and analysts who need verifiable answers quickly | $20/mo | Yes | Web app, iOS, Android +3 | 8.6 |
| 4 | Analysts and founders who know their data questions but not Python | $20/mo | Yes | Web app | 7.7 |
Every listing in this hub, 24 per page.
Data analysis in chat, with real code running behind the answers
4 checks, in the order that saves the most time.
A list of links under a paragraph is not the same as a citation attached to the sentence it supports. For anything you will publish or cite, pick the tool that attributes claim by claim.
A factual lookup wants an answer engine that replies in seconds. A literature review or a competitive scan wants a deep research mode that browses for five to thirty minutes and returns sections.
Ask a question you can grade yourself, then count how many sources are real, current, and actually support the sentence they sit under. That number decides the tool.
Unpublished manuscripts and internal reports belong on plans that exclude uploads from training. Consumer free tiers rarely do; team and enterprise tiers state it in writing.
Entry price is the cheapest paid plan on monthly billing. Every listing shows the date its pricing page was checked.
Short, factual answers on pricing, free plans and how AI research tools are ranked here.
Ask another questionPerplexity for quick sourced answers, because every sentence carries its citation. Gemini for long questions, because Deep Research reads dozens of pages and returns a structured report, on the free plan as well as paid.
Yes. Perplexity answers with citations for free under a daily cap, and Gemini includes Deep Research on its free tier with lower usage limits.
Cite the underlying sources, not the tool. Open every link the assistant produced and verify that the page says what the summary claims, because a plausible citation to a real page that does not support the point is the common failure.
It runs an agent that plans a set of searches, reads the results, follows the useful links and writes a sectioned report with references, over five to thirty minutes rather than a few seconds.
It depends on the plan. Team and enterprise tiers of the main vendors exclude uploaded files from training; consumer plans often use them unless you opt out. Each listing on this page states the policy.
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