Fireflies vs ConversationPilot: take notes, or get coached live?

What Fireflies does well

Fireflies.ai is a capable, popular AI notetaker. Its bot joins meetings across Zoom, Teams, Meet and other platforms, transcribes them accurately, and produces summaries, action items and topic trackers. It makes your meeting history searchable, supports a wide range of integrations, and is easy to roll out across a whole company — not just the sales team.

For anyone who wants to stop taking manual notes and keep a searchable record of every meeting, Fireflies is a strong, broadly applicable tool. Its breadth is a genuine advantage: it is useful for engineering syncs, customer calls, internal stand-ups and more, not only sales conversations. The searchable archive becomes a kind of organisational memory, and the integrations mean summaries and action items land where people already work.

The trade-off is focus and timing. Fireflies is a general notetaker whose value lands after the meeting, in the transcript and the summary. It is excellent at recording what was said — but by design it is not built to coach a seller or recruiter while the call is live, which is a different job from documenting it.

ConversationPilot's edge: coaching, not just capturing

ConversationPilot is purpose-built for live sales and recruitment coaching. As the counterpart speaks, it detects objections, buying or candidate signals, competitor mentions and qualification gaps, and surfaces the next best question or objection response on the rep's screen within two seconds. The guidance is specific to the moment — a tailored line for the exact objection just raised, not a generic tip.

The live scorecard tracks the criteria that matter — for sales, need, budget, authority, timeline, competition and current solution — and marks each covered, partial or open as you go, so you always know what is still missing before the call ends. That is help you can act on during the conversation, not a summary you read afterwards when the deal has already moved on.

ConversationPilot still delivers a full post-call report, CRM notes and a follow-up email draft when you hang up, so you do not lose the notes Fireflies users value. You gain the live assist on top of a record that is just as complete.

A discreet overlay, with no bot in the meeting

Fireflies typically captures meetings via a notetaker bot that joins the call and appears in the participant list. ConversationPilot takes a quieter approach: it runs as a discreet desktop overlay on macOS and Windows over Zoom, Microsoft Teams and Google Meet. Only the operator sees it, it is hidden from screen sharing, and no separate participant joins the meeting. It also works for in-person conversations, where a meeting bot has nothing to join.

For live selling and screening, that means private, on-screen coaching without a visible notetaker signalling to the prospect that the call is being captured by a third-party assistant. The overlay lives on the desktop, so it travels with the rep across whatever conferencing tool a given conversation uses, rather than depending on bot access to a specific platform.

As always, you remain responsible for complying with the recording and consent rules in your jurisdiction. The point of the overlay is to keep coaching in the rep's field of view, not to conceal anything from the other party.

Exact speaker separation and native recruitment mode

ConversationPilot captures your microphone and the meeting audio as two separate streams, so it always knows exactly who is speaking. That makes speaking analytics — talk-to-listen ratio, interruptions, monologue detection and question frequency — precise rather than inferred from a single mixed recording, and it keeps the live prompts accurate because the system never confuses the rep with the prospect.

It also ships a native recruitment mode, which a general notetaker does not. Recruiters get signal detection for notice period, salary expectations, motivation, eligibility, relocation and counteroffer risk, a screening scorecard tuned to those criteria, and CRM framework support for Bullhorn, Vincere, JobAdder, Greenhouse and Ashby. Fireflies is a general-purpose notetaker that documents any meeting; ConversationPilot is tuned for the specific work of sellers and recruiters, so the coaching actually fits the conversation they are in.

Pricing and the right fit

Fireflies offers a free plan and affordable paid tiers, which is a big part of its broad appeal as a notetaker that anyone in the company can adopt. ConversationPilot is similarly accessible but priced around coaching value: a free tier, then Solo at $39/mo, Team at $59/mo (adding a manager dashboard and leaderboards) and Manager at $89/mo, with a seven-day trial.

If you want a low-cost, general-purpose notetaker for every meeting in the company, Fireflies is a great fit and hard to beat on breadth. If you want to specifically lift performance on sales and recruitment calls — with live coaching, exact analytics and a recruitment mode — ConversationPilot is the better tool. The two are not in conflict: you can run both, Fireflies for company-wide notes and ConversationPilot for live coaching where it counts.

Notetaker or copilot — which do you need?

The honest way to choose is to separate two different needs. The first is documentation: a reliable record of every meeting so nothing is forgotten and anything can be searched later. The second is performance: helping the rep say the right thing while the conversation is happening. Fireflies excels at the first; ConversationPilot is built for the second.

If your reps already run good calls and you simply want a searchable archive and tidy summaries across the whole business, a notetaker like Fireflies is the efficient answer. If your reps are losing deals on the call — mishandling objections, forgetting to qualify, talking too much — then no amount of after-the-fact summarising fixes that as directly as live coaching does.

Many teams land on a combination: a notetaker for breadth across all meetings, and a real-time copilot for the high-stakes sales and recruitment calls where the outcome is decided in the moment. Because ConversationPilot also generates its own reports and CRM notes, adopting it never means losing the record you would have got from a notetaker.

Why the bot-versus-overlay difference matters in selling

On an internal team sync, nobody minds a notetaker bot appearing in the participant list — it is normal and welcome. On a live sales or recruitment call, the dynamic is subtly different. A visible third-party assistant joining the meeting can change the tone, prompt questions about what is being recorded, or simply put a prospect slightly on guard at the exact moment you want them relaxed and talking.

ConversationPilot's overlay sidesteps that. It lives on the rep's screen, hidden from screen sharing, with no participant added to the call. The prospect experiences a normal conversation with a person who happens to be unusually well prepared, asking sharp questions and handling objections smoothly.

This is not about hiding anything — you remain responsible for the recording and consent obligations that apply where you operate, and good practice still applies. It is about not introducing friction into the conversation itself. For high-stakes calls where rapport and momentum matter, keeping the assistance entirely on the rep's side of the screen is a meaningful advantage over a bot that announces its presence to everyone in the room.

From transcript to coached conversation

A transcript is a record of a conversation that already happened; coaching is an intervention in a conversation that is still happening. That distinction sounds obvious, but it is the entire reason these tools feel so different in use.

With a notetaker like Fireflies, the rep does their best on the call, and afterwards a clean transcript and summary capture how it went. Improvement, if it comes, comes later — from the rep rereading the summary, or a manager reviewing it. With ConversationPilot, the improvement happens inside the call: the better question gets asked because the prompt appeared, the objection gets handled because the response was there, the qualification gets completed because the scorecard showed a gap.

The result is that the conversation itself is better, not just better documented. And because ConversationPilot then produces its own summary, objections, signals, next actions and follow-up draft, you end up with both a coached conversation and the clean record a notetaker would have given you. For a sales or recruitment team, that combination — act in the moment, document automatically — is usually more valuable than documentation alone, which is why so many pair a copilot with whatever general notetaker the wider company already runs.