Consensus vs NotebookLM
Consensus and NotebookLM sit in the same category. The verdict below is calculated for each role from the tasks, the role fit and the price.
Short answer
NotebookLM wins for 20 of 20 roles in our data. Consensus starts at $8.99/mo and NotebookLM at $14/mo on the cheapest paid plan.
Verdict by role
| Role | Better choice | Why |
|---|---|---|
| Accountant | NotebookLM | covers 6 of this role's tasks against 0; part of the role's core toolkit; built for this role |
| Lawyer | NotebookLM | covers 13 of this role's tasks against 0; part of the role's core toolkit; built for this role |
| HR manager | NotebookLM | covers 6 of this role's tasks against 2 |
| Finance manager | NotebookLM | covers 5 of this role's tasks against 1; built for this role |
| Manager | NotebookLM | covers 7 of this role's tasks against 2; part of the role's core toolkit |
| Marketer | NotebookLM | covers 7 of this role's tasks against 2 |
| Sales manager | NotebookLM | covers 7 of this role's tasks against 2 |
| Data analyst | NotebookLM | covers 5 of this role's tasks against 2; built for this role |
| Teacher | NotebookLM | covers 7 of this role's tasks against 2; part of the role's core toolkit |
| Executive assistant | NotebookLM | covers 7 of this role's tasks against 2 |
| Logistics manager | NotebookLM | covers 7 of this role's tasks against 2 |
| Procurement manager | NotebookLM | covers 5 of this role's tasks against 2; built for this role |
| Secretary | NotebookLM | covers 7 of this role's tasks against 2 |
| Recruiter | NotebookLM | covers 6 of this role's tasks against 2 |
| HR administrator | NotebookLM | covers 6 of this role's tasks against 2; part of the role's core toolkit |
| Tax consultant | NotebookLM | covers 7 of this role's tasks against 0; part of the role's core toolkit; built for this role |
| Auditor | NotebookLM | covers 7 of this role's tasks against 0; part of the role's core toolkit; built for this role |
| Economist | NotebookLM | covers 5 of this role's tasks against 1; built for this role |
| Project manager | NotebookLM | covers 7 of this role's tasks against 2 |
| Social media manager | NotebookLM | covers 7 of this role's tasks against 2 |
Side by side
| Consensus | NotebookLM | |
|---|---|---|
| Vendor | Consensus | |
| Category | Research and search | Research and search |
| Free plan | Yes: Unlimited search, a limited number of AI summary queries a month | Yes: Up to 100 notebooks, up to 50 sources per notebook, up to 50 questions a day and a few audio overviews a day; each source up to 500 thousand words |
| Cheapest paid plan | Premium, $8.99/mo | Included in Workspace Business, $14/mo |
| Top plan | Teams, $9.99/mo | Included in Google AI Pro, $19.99/mo |
| Tasks covered | 3 | 19 |
Consensus: Answers from research papers with a meter of how many studies agree and disagree.
NotebookLM: Answers only from your own documents, with citations to the exact paragraph and nothing invented from the web.
Only Consensus covers
- Design an engagement survey and analyze the answers
- Build a competitor price review
- Find research studies on a topic
Only NotebookLM covers
- Summarize a long PDF
- Summarize changes in legislation for colleagues
- Compare two versions of a contract
- Write a structured legal memo
- Write a customer FAQ
- Write meeting minutes from an audio recording
- Prepare a reply to a tax authority request
- Draft a personal data processing policy
Pitfalls to watch at work
Consensus
- The agreement meter counts papers without weighing their quality: one large study matters more than ten small ones
- For decisions about people (hiring, evaluation) a research summary stays background information and is never the basis for the decision
NotebookLM
- The model answers only from uploaded sources: if the notebook holds an old version of a law, the answer follows the old version and still sounds confident
- Keep documents with personal data and trade secrets out of notebooks in a personal account: use NotebookLM as part of Workspace for them
- Scanned PDFs without a text layer read poorly: run them through OCR first
FAQ
Is Consensus or NotebookLM better for work?
In our data NotebookLM is the better choice for 20 of 20 roles. The table above shows the reason for each role.
Which is cheaper, Consensus or NotebookLM?
Consensus starts at $8.99/mo and NotebookLM at $14/mo on the cheapest paid plan.
Do Consensus and NotebookLM have free plans?
Consensus: Yes. Unlimited search, a limited number of AI summary queries a month. NotebookLM: Yes. Up to 100 notebooks, up to 50 sources per notebook, up to 50 questions a day and a few audio overviews a day; each source up to 500 thousand words.
Compare Consensus with
- Consensus vs Elicit
- Consensus vs ChatGPT
- Consensus vs Perplexity
- Consensus vs Semantic Scholar
- Consensus vs Scite
Compare NotebookLM with
- NotebookLM vs Claude
- NotebookLM vs ChatGPT
- NotebookLM vs Readwise Reader
- NotebookLM vs Copilot in Word
- NotebookLM vs ElevenLabs
Alternatives to Consensus · Alternatives to NotebookLM · Consensus pricing · NotebookLM pricing
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