General AI note takers vs recruiting note takers: Otter and Fireflies against tools built for interviews

General AI meeting assistants such as Otter.ai and Fireflies.ai transcribe and summarize any meeting at a low price, and both now market recruiting features, but as of October 2026 neither describes drafting a scorecard against your interview criteria or a client submittal from a screen. Note takers built for recruiters, such as Metaview, BrightHire and CoRecruit, add what interviews need: candidate consent and opt-out flows, scorecard drafts mapped to your ATS, phone-screen calling and, for agencies, submittal drafts. General tools suit people whose calendar is mostly ordinary meetings; recruiting-built tools pay off on interview-heavy desks.

This page compares the two kinds feature by feature, with every cell taken from the vendor's own pages and linked. For a wider roundup see best AI note taker for recruiters; for the interview intelligence category as a whole, see interview intelligence software.

How do Otter and Fireflies compare with note takers built for recruiters?

As published by each vendor, as of October 2026. "Not described" means we did not find it on the vendor's own pages.

Sources, all checked October 2026: Otter desktop app, Enterprise admin controls, phone calls, Recruiting Agent, data retention and pricing; Fireflies recording consent, desktop app, integrations, recruitment voice agents, auto-delete and pricing; Metaview desktop app, phone calls, workspace settings, privacy configurations, privacy page, integrations, agency playbook, AI best practices and pricing; BrightHire AI interview notes, compliance and security and integrations; CoRecruit pricing and features.

What does an interview need that an ordinary meeting does not?

A general assistant is built for a team meeting: everyone works for the same company, the summary goes to all attendees, and the output is decisions and action items. An interview breaks each of those assumptions, which is why the rows above matter more than transcription accuracy.

• A consent step for an outsider. The candidate never accepted the vendor's terms and cannot easily object. A tool that sends notice, offers an opt-out and records the answer saves you building that process yourself.
• Phone screens. Many first screens happen on a mobile phone, where no bot can join. Otter's help center says Apple and Google restrict third-party apps from recording calls, so a phone call has to be recorded separately and imported.
• Scorecard-shaped output. Hiring needs evidence against criteria, not a list of topics. Our page on why meeting summaries don't work as interview scorecards shows the gap in detail.
• A path into the ATS. A note that lands on the right candidate record, under the right interviewer, is what keeps the hiring file complete.
• Submittals, for agencies. An agency's real deliverable after a screen is a write-up the client will read, not a transcript.
• Retention and guardrails. Interview records carry legal retention duties and can bring AI hiring rules into play if the tool evaluates people.

Where do general AI meeting assistants hold up?

On price, breadth and flexibility. Fireflies' paid plans start at $10 per seat per month billed annually and Otter's free plan includes 300 transcription minutes a month, capped at 30 minutes per conversation. Both now offer bot-free capture: Otter's desktop app records "without a bot" across Zoom, Google Meet, Slack Huddles and in person, and Fireflies' desktop "Take Notes" mode names WhatsApp, Aircall and phone calls among the sources it supports.

Both also have consent tooling, though it is meeting-shaped. Fireflies can email invitees an hour before a meeting with a link to decline, and if someone clicks it, its guide says "Fireflies won't join or capture the meeting." Otter's Enterprise admins can force a pre-meeting email to every invitee. And on Enterprise plans both let an admin set automatic deletion, which a recruiting team should do before the first interview; the controls are compared in AI note taker auto-delete settings.

Best for: hiring managers and in-house recruiters whose interviews are a minority of their meetings, who write their own scorecards and want one tool for everything. See Otter for recruiting and Fireflies for recruiting for each in detail.

Where do recruiting-built note takers earn their higher price?

In the work after the call. Metaview's workspace settings can prepare a draft scorecard after every interview and, if an admin allows it, submit it to the ATS without a manual step. BrightHire says its scorecard draft "maps AI-generated notes to your specific ATS scorecard fields." CoRecruit lists "automatically generated candidate submittals, summaries, and document write-ups in your company's branding." Those are the hours a recruiter otherwise spends after each screen.

They are also built around the candidate rather than the meeting. Metaview can host a candidate notice form in opt-in or opt-out format and says an opt-out "instantly prevents Metaview from joining their interviews." BrightHire's compliance page describes notifying candidates "pre- and in-interview" and region-based opt-in flows. Metaview's phonebook dials candidates from the browser or through your own phone, which covers the screens a meeting bot cannot reach.

The trade-offs are real. Metaview Pro costs about six times Fireflies Pro per seat at list price, BrightHire does not publish prices, and CoRecruit requires a 12-month minimum term. If interviews are a small share of your week, those costs buy features you will rarely use.

Which evaluation guardrails should you check before using either kind?

This is where the two categories differ most, and where marketing pages say least. Ask every vendor whether the product scores, ranks or characterizes candidates, and whether an admin can switch that off.

• Otter. Its Recruiting Agent page offers to "detect the candidate's emotional tone and sentiment throughout the interview," with no safeguards described. Emotion inference is not a job-related criterion. In the EU, Article 5(1)(f) of the AI Act prohibits AI systems that infer emotions in the workplace, apart from medical or safety uses; see our EU AI Act guide for recruiting.
• Fireflies. Its recruitment voice agents run first-round screens and produce "candidate scorecards." That is an AI interviewer, a different product from a note taker on your own interview, with its own fairness questions.
• Metaview. Its best-practices page says Notes do not "make hiring decisions or recommendations" or "infer personal traits, characteristics, or 'fit'," and that pushing notes to the ATS confirms you reviewed them.
• BrightHire. It cites independent third-party AI bias audits and says it does not use customer data to train external AI models.

Vendor statements are not legal conclusions. Whether a feature brings a law such as New York City's Local Law 144 into play depends on how you use the output; see NYC Local Law 144 and AI note takers. This is general information, not legal advice.

Which should you choose?

• Mostly internal meetings, a few interviews a month: a general assistant you already pay for, with retention set and a spoken notice to each candidate.
• Interview-heavy in-house team on a supported ATS: a recruiting-built tool such as Metaview or BrightHire, or the note taker built into your ATS.
• Agency desk living on the phone: a tool that dials or captures phone calls and drafts submittals, such as CoRecruit, or a desktop app that captures the call on your computer.
• Strict data rules: whichever tool lets you turn off audio storage and set a deletion period you can show an auditor.

We make Interview Signal, which sits in the recruiting-built group as a bot-free desktop app; everything about the other products on this page comes from their own sites, linked and dated. It runs a question guide from the job description and writes a scorecard and submittal with the candidate's quotes checked against the transcript, but it has no ATS integration (you paste the output), works only on Windows and macOS, and is a newer product with few public reviews. Pricing starts with 20 free minutes.

How do you test a general tool against a recruiting tool?

1. Pick five real interviews of the kinds you run most, including one phone screen and one call someone else hosts.
2. Tell each candidate a note taker is in use, using the tool's own notice where it has one.
3. Time the minutes from hang-up to a finished scorecard and, for agencies, a sent submittal.
4. Check three facts per call against the transcript: pay, notice period and one project the candidate described.
5. Delete one test candidate's data and confirm what remains in the ATS, in email and in shared links.

The tool that wins on step 3 without failing step 4 is usually the right one, whichever category it belongs to.