Noota does its job well. The bot joins the interview, the transcription is clean, the summary arrives structured. On that specific ground, there isn't much to fault.
The issue shows up right after. You've just finished a screening interview, you open your ATS, you copy the interview report, you paste it into the candidate record. Then you do it again for the next interview. In a recruitment agency running 30 interviews a month per consultant, that's 30 round trips between 2 tools that don't talk to each other, unless your ATS happens to be on their short list of integrations.
That's what pushes agencies to look for an alternative to Noota. The tool isn't the problem. What they no longer want is one more AI note-taker plugged onto an already crowded stack, with its own subscription, its own API and its own learning curve.
What a recruiter wants is for the interview report to land, on its own, wherever it's actually useful: on the candidate record, in the pipeline, in the client debrief, in the shortlist. Not in a separate tool they'll have to reopen in 3 months to find out what the candidate said about their salary expectations.
Here's how we built Marvin Note, what it changes day to day for an agency, and the cases where Noota remains the better choice.
What to remember
- Noota is a good tool, French, compliant, covering video, phone and in-person interviews across every function in a company.
- The real issue isn't the quality of the summary, it's where it ends up. An interview report that stays in a tool next to your ATS ends up serving only the person who ran the interview.
- Marvin Note is an app within the Marvin suite, not a tool to plug in. The interview report attaches automatically to the candidate record and its timeline in Desk.
- We don't cover phone interviews, only video, across more than 8 platforms. If phone weighs heavily in your process, Noota is the better choice.
- The AI runs on your client, via an open MCP server: Claude, ChatGPT, Gemini or Cursor, on your credit.
- The question to settle before you sign: where does your interview report live in 6 months, and who moves it.
What is Noota?
Noota is a French AI meeting assistant. The bot joins your video calls, transcribes them, then generates a structured interview report based on customizable templates.
Its strengths, without detour:
- French solution, European hosting. On GDPR compliance, the box is ticked. It's their central argument and it's a legitimate one.
- Excellent French-language support. Transcription and summarization built for French-speaking conversations, which isn't the case for most American tools.
- Broad channel coverage. Video, phone calls and in-person meetings.
- Recruitment-specific features. Structured interview reports, automatic scorecards, with a recruitment-oriented module.
Who is it for?
Noota is a multi-purpose tool. It serves a sales team, a trainer, an organizational consultant just as well as a recruiter. That's a strength for a company that wants a single meeting assistant across every function.
For a recruitment agency, it's more nuanced. The tool is good, but it remains one more tool next to your ATS. And the connection between the two depends on a list of integrations: their documented ATS connectors cover Tellent Recruitee and Flatchr. If your ATS isn't on that list, the interview report stays inside Noota, and you're the one who moves it.
Why look for an alternative to Noota as a recruitment agency?
Three reasons come up again and again with agencies that contact us.
The interview report doesn't reach the candidate record on its own
An external note-taker produces an AI-generated interview report. It's on you to bring it back into the ATS. As long as that transport is manual, it eventually breaks down: a consultant in a rush keeps the summary in their inbox, and the information stops existing for the rest of the team.
The concrete outcome: 3 months later, a colleague calls the same candidate back without knowing they've already been screened, or what they said about their salary expectations.
It's one more subscription in an already crowded stack
An agency uses 5 to 7 tools on average: ATS, CRM, sourcing, outreach, enrichment, multi-posting, invoicing. The note-taker makes one more, with its own per-user license, its own settings and its own access to manage whenever someone joins or leaves.
Among our clients, consolidating this stack frees up roughly 7 hours a week per consultant. Most of that gain doesn't come from any single tool taken in isolation, but from the disappearance of transfers between them.
The AI in a standalone tool only sees one conversation
This is the least visible point, and the most structural one. An external note-taker summarizes an interview based on what it hears, and nothing else.
An AI plugged into your database does a different job. It knows this candidate was already presented to a client 8 months ago, that the role you're discussing looks like a mission opened this week, that 2 profiles in your talent pool match the need just mentioned. A standalone interview report will never produce that, no matter how good the model behind it is.
Marvin Note: the interview report that attaches itself to the candidate record
Marvin Note is the AI interview report app of the Marvin suite. The difference fits in one sentence: it doesn't plug into your ATS, it's inside it.
What happens during the interview
The bot joins the video call automatically. More than 8 platforms are covered, including Google Meet, Teams and Zoom. The candidate has nothing to install.
Transcription runs during the conversation. You lead the interview, you look at the candidate, nobody's typing.
What happens afterwards
The summary is generated according to your editable templates: one format per interview type, screening, technical interview, client debrief. You review and correct it before sharing, instead of retyping everything.
The interview report is then automatically attached to the candidate record and added to their timeline in Desk. No copy-pasting. The summary can be shared with the team or sent via a public link to a client who doesn't have an account.
What this unlocks downstream
Once the interview report is in the database, it becomes data the rest of the suite can use. A candidate screened 6 months ago resurfaces in a Scout search, with the context of their interview. The client debrief goes out from the same tool. The rest of the process follows, all the way to invoicing in Cash once the placement is confirmed.
Your AI, your credit
A point on its own, rarely addressed by note-takers. Marvin exposes an open MCP server: you plug in the AI client you already use, Claude, ChatGPT, Gemini or Cursor, and your 16 recruiter tools show up in your chat. Processing runs on your client, on your credit, under that client's privacy terms.
This avoids the usual model: a subscription, then an AI layer billed per token on top, with usage that's hard to predict once activity picks up.
Noota or Marvin Note: what should a recruitment agency choose?
A comparison on the criteria that matter day to day in an agency. No pricing: neither theirs nor ours.
| Criteria | Noota | Marvin Note |
|---|---|---|
| Nature of the product | Standalone meeting assistant | App integrated into the Marvin suite |
| Attachment to the candidate record | Via ATS integration, depending on available connectors | Native, automatic, within Desk |
| Scope of use | Multi-purpose: recruitment, sales, consulting, training | Recruitment only |
| Channels covered | Video, phone, in-person | Video, more than 8 platforms |
| Interview report templates | Customizable | Editable, one format per interview type |
| External sharing | Yes | Team sharing and public client link |
| Downstream use | Limited to the tool's own scope | Sourcing, pipeline, client debrief, invoicing |
| AI access | Vendor model | Open MCP server: your AI client, your credit |
| Hosting | France, European | Scaleway, Paris region |
The row to look at first is the third one. Noota covers several functions, Marvin Note only handles recruitment. Depending on your organization, that's either an advantage or a drawback, and it's what decides the choice in most cases.
Coming from Fireflies?
Fireflies is one of the most widely used note-takers in the world. The bot joins Meet, Zoom and Teams, handles more than 100 languages, transcribes and summarizes. On language coverage and product maturity, it's hard to fault.
Two points set it apart from what a French recruitment agency is looking for.
A meeting tool, not a recruitment tool
Fireflies documents meetings, all meetings. It knows nothing about the candidate record, the pipeline, or the shortlist. You get a conversation summary, and it's up to you to turn it into an interview report usable in your process.
The data question your clients will eventually ask
Fireflies is an American vendor. For an agency handling candidate data for large accounts, the topic eventually surfaces in a security questionnaire or an RFP.
What we can document on our side:
- Scaleway hosting, Paris region, with no transfer outside the EU
- AES-256 encryption at rest and TLS 1.3 in transit
- GDPR compliance, DPA available on request
- Strict per-agency data isolation, daily backups
These are elements you can paste as they are into an RFP response.
That said, if your needs go beyond recruitment and cover sales meetings, committees and project check-ins, a general-purpose tool remains the right choice. Marvin Note only documents interviews.
What Noota does better than us
Three cases where we aren't the right choice, and where saying so seems more useful than hiding it.
Phone and in-person interviews
Marvin Note only covers video conferencing. Noota also records phone calls and face-to-face meetings.
If a significant share of your screenings happens over the phone, this is a deciding factor. We'd rather say so than promise a channel we don't cover yet.
Meetings that aren't interviews
Marvin Note documents recruitment interviews. Your leadership meetings, project check-ins and sales appointments aren't its territory.
An agency that wants a single meeting assistant across every function will be better served by a general-purpose tool. We made the opposite choice: a tool that knows the candidate record rather than a tool that can summarize anything.
You just switched ATS
Noota plugs into an existing tool. Marvin Note is part of a suite, and getting the benefit from it means working inside Marvin.
If you migrated your ATS 6 months ago, the timing isn't right. Keep this comparison on file and check our migration page the day the question comes back up.
4 questions to ask before choosing an AI note-taker
A short checklist to run through before signing anything.
Where does the interview report live in 6 months?
This is the question that decides everything else. If the answer is "in a separate tool", you'll need an integration or a consultant to do the transport, and manual transport always ends up breaking down.
Check it concretely: is your ATS on the list of connectors? What happens if you switch?
Which channels do you actually use?
Count last month's interviews by channel. If you're at 90% video, a video-only tool is enough. If phone accounts for a third of your screenings, that rules out part of the market, us included.
Who will read the interview reports?
A summary that never leaves the inbox of the consultant who ran the interview is useless to anyone else. Look at team sharing, the external link for a client without an account, and how a manager finds an interview from last year.
How is the AI billed?
This is the line that moves fastest. A minutes package, then overage billed by volume, shows up most clearly the month activity takes off.
Ask what happens when you double your interview volume, and who pays for the AI processing.
Alternative to Noota: our conclusion
Noota is a good meeting assistant, French, compliant, broad in its uses. If you're looking for a tool that documents every function in your organization, it does the job.
If you're looking for an alternative to Noota because you no longer want one more tool to keep in sync, the question changes. It's no longer "which note-taker should I pick", it's "where does my candidate data live". Marvin Note answers the second one: the interview report arrives on the record, in the pipeline, in the rest of the process, with no manual transport.
The real test happens on your own interviews, not on a comparison page. In 30 minutes, we'll show you an interview report generated on a real case and what it becomes once attached to the candidate record, in a recruitment agency like yours.
FAQ
Is Noota a French solution?
Yes. Noota is a French vendor with European hosting, and that's one of its main selling points. On GDPR compliance alone, the two solutions are equivalent. The real difference lies elsewhere: in whether the interview report attaches to the candidate record.
Which ATS integrate with Noota?
Their documented ATS connectors cover Tellent Recruitee and Flatchr. If your ATS isn't on that list, the interview report stays inside the tool and you're the one moving it. Check this point before committing, it's the one that shapes your daily workflow.
Do you need a separate note-taker when you already have an ATS?
It depends on your ATS. Most don't come with note-taking built in, so you need to connect one. Within the Marvin suite, Marvin Note is an app of the platform: the interview report attaches automatically to the candidate record and its timeline in Desk.
What AI does Marvin run on?
Marvin exposes an open MCP server. You connect the AI client you already use, Claude, ChatGPT, Gemini or Cursor, and processing runs on your client, on your credit, under that client's privacy terms.
Which video platforms does Marvin Note work with?
A bot automatically joins more than 8 platforms, including Google Meet, Teams and Zoom. The candidate has nothing to install. Phone interviews are not covered at this time.
Can you recover your interview report history when switching tools?
That's a question worth asking every vendor before you sign, us included. At Marvin, you remain the owner of your data and can export it at any time. For a history migration from an external tool, this is best worked out in a demo based on the format you have.
