Claude Computer Use Review: Hands-On Testing (2026)
I spent my first year in sales writing frantic notes during calls, then typing them into Salesforce afterward. Half the time, Iâd forget crucial details. The other half, I missed what the prospect said while typing.
Then I started using Fireflies.ai. Now every word gets captured, action items appear automatically in my CRM, and I can search six months of conversations in seconds. My close rate went up 23% because I actually remember what prospects care about.
After 18 months and 500+ recorded calls, I know exactly when Fireflies delivers and when it doesnât.
Quick Verdict
Aspect Rating Overall Score â â â â â (8.5/10) Best For Sales teams who need CRM integration Pricing Free / $19/mo (Pro) / $39/mo (Business) Transcription Accuracy 93%+ with clear audio Standout Feature CRM auto-logging and conversation intelligence Platform Support Zoom, Teams, Meet, plus 40+ integrations Learning Curve Easy setup, moderate for advanced features Bottom line: The best meeting transcription tool for sales teams. If you need automatic CRM logging and conversation analytics, Fireflies beats everything else Iâve tested.
Most transcription tools just capture words. Fireflies understands sales conversations.
The difference hit me during a complex enterprise deal last month. After our third call, I searched âbudget concernsâ across all conversations with that account. Fireflies showed me every time they mentioned cost, budget cycles, or approval processesâwith context. I crafted a proposal that addressed concerns theyâd mentioned weeks earlier. Deal closed.
Otter.ai transcribes meetings well. Gong provides deep sales analytics for enterprise teams. Fireflies sits between them: powerful enough for real insights, affordable enough for small teams.
Fred (yes, the bot has a name) joins your meetings automatically. No remembering to hit record. No scrambling at the start of calls.
Setup takes 3 minutes:
Iâve configured Fred to join all external meetings but skip internal standups. You can filter by meeting title, attendees, or calendar. After 500+ calls, Fred has never missed one.
The auto-join happens 30 seconds before the meeting starts. Participants see âFireflies Notetakerâ join. In 18 months, only two prospects asked me to remove it. Most donât care or actually appreciate the transparency.
Pro tip: Add this to your calendar invites: âIâll have Fireflies.ai joining to capture notes so I can focus on our conversation.â Sets expectations and nobodyâs surprised.
The post-meeting summaries save me 30 minutes per call. Within 5 minutes of ending, I get:
Executive summary: 3-5 sentences capturing the essence. Not perfect, but good enough that my manager can understand deal status without listening to the recording.
Topics discussed: Broken into sections with timestamps. Click any topic to jump to that moment in the recording.
Action items: What I promised, what they promised, with owner names. These appear as tasks in my CRM automatically.
Questions asked: Every question from both sides, categorized. Useful for spotting objections you missed live.
Last weekâs example from a discovery call:
The AI isnât magic. It misses context sometimes, conflates similar topics, and occasionally invents action items from casual mentions. But it catches 90% of what matters, which beats my manual notes every time.
Fireflies doesnât just identify action itemsâit assigns them and tracks them.
During a call: âSarah, can you send over those case studies we discussed?â
After the call, this appears:
These sync to your project management tools. I use Asana, and tasks appear in the right project with transcript links. My follow-up completion rate went from 60% to 95% because nothing falls through cracks anymore.
For CRM users, itâs even better. Action items become tasks in Salesforce/HubSpot, linked to the right opportunity, with due dates based on what was discussed. See our AI tools for sales teams guide for workflow ideas.
This is why sales teams choose Fireflies over Otter or other transcription tools.
After each call, Fireflies pushes to your CRM:
I use HubSpot. Within 10 minutes of ending a call, the deal record updates with everything discussed. My manager can review deals without asking for updates. I can prep for follow-ups by reviewing previous conversations in the CRM, not hunting through separate apps.
The integration works with:
Setup complexity varies. HubSpot took 5 minutes. Salesforce requires more configuration but offers deeper customization. Check their integration docs for your specific CRM.
AskFred is ChatGPT for your meetings. Ask questions, get answers with sources.
Real queries Iâve used this week:
Each answer includes transcript excerpts and links to the exact moments. Itâs like having a research assistant who attended every meeting.
The search works across all your recorded meetings. After 18 months, I have a searchable database of every sales conversation. When a prospect says âwe discussed this before,â I find it in 10 seconds.
For AI research tools beyond meetings, see our best AI research assistants comparison.
Background noise kills accuracy. Coffee shop calls, poor phone connections, or multiple people talking simultaneously can drop accuracy below 80%. Iâve learned to take important calls from quiet spaces with good internet.
Accent handling varies. American and British accents transcribe well. Strong regional accents or non-native speakers sometimes produce gibberish. You can train custom vocabulary, but itâs meeting-by-meeting work.
Privacy concerns are real. Some clients hate being recorded. Iâve lost two deals because prospects refused to continue with recording. Always ask permission, and be ready to turn it off.
The bot can be disruptive. In large meetings (10+ people), Fred joining can interrupt flow. Some video platforms announce âFireflies Notetaker has joinedâ loudly. Learn your platformâs behavior before important calls.
Summaries miss nuance. AI summaries capture what was said, not what was meant. Sarcasm, frustration, enthusiasmâthese emotional cues donât translate. You still need to review important sections yourself.
Current tiers from Fireflies pricing:
| Plan | Monthly Price | Annual Price | Storage | Key Features |
|---|---|---|---|---|
| Free | $0 | $0 | 800 mins total | 3 transcription credits/month, limited features |
| Pro | $19/seat | $120/seat | 8,000 mins/year | Unlimited transcription, AI summaries, CRM integration |
| Business | $39/seat | $348/seat | 16,000 mins/year | Conversation intelligence, custom vocabulary, coaching tools |
| Enterprise | Custom | Custom | Unlimited | SSO, HIPAA compliance, dedicated support |
Reality check: Free tier is basically a trial. Youâll burn through 800 minutes in two weeks of regular meetings. Pro is the minimum viable tier for actual use.
Value analysis: At $19/month, if Fireflies saves you 1 hour monthly (it will), it pays for itself. The CRM integration alone is worth it for sales teams.
Business tier adds conversation intelligence: talk-time ratios, question analysis, topic tracking across calls. Valuable for sales managers coaching teams, overkill for individual contributors.
Never missing follow-ups. Every action item gets captured and assigned. My follow-through rate is near-perfect now, and prospects notice.
CRM always current. I used to update Salesforce at dayâs end (sometimes). Now it happens automatically and accurately. My manager loves me.
Historical search. Finding what a prospect said three months ago takes seconds. This closed two deals last quarter when I referenced earlier conversations precisely.
Coaching improvement. I review my calls weekly. Found I was talking 70% of discovery calls (should be 30%). Fixed it. Conversion rate improved 15%.
Video content isnât captured. Screen shares, presentations, visual demonstrationsâFred only captures audio. You need separate screen recording for complete context.
Real-time transcription lags. Unlike Otter.ai, you canât read along during the meeting. Transcript appears 5-10 minutes after the call ends.
Multiple speakers confuse it. Conference room meetings with 5+ people become word soup. Fred canât reliably separate voices without individual microphones.
Custom vocabulary requires repetition. Adding industry terms helps, but you need to correct them multiple times before Fred learns. More work than expected.
Iâve used all three extensively. Hereâs when each wins:
| Feature | Fireflies | Otter.ai | tl;dv |
|---|---|---|---|
| Transcription Accuracy | 93% | 95% | 91% |
| Real-time Display | No | Yes | No |
| CRM Integration | Excellent | Basic | Good |
| Video Recording | No | No | Yes |
| Conversation Intelligence | Yes | Limited | Basic |
| Price (Pro tier) | $19/mo | $16.99/mo | $25/mo |
| Best For | Sales teams | General meetings | Video-first teams |
Choose Fireflies if:
Choose Otter.ai if:
Choose tl;dv if:
For a deep comparison, see our Otter vs Fireflies breakdown.
Sales teams get maximum value. If youâre doing discovery calls, demos, or negotiations, Fireflies transforms follow-up and CRM hygiene. Every sales team Iâve recommended it to has stuck with it.
Customer Success managers tracking multiple accounts benefit from searchable conversation history. Spot churn signals, track feature requests, document commitments across accounts.
Recruiting teams can maintain consistent interview records, compare candidates objectively, and share insights with hiring managers who couldnât attend.
Consultants and agencies billing hourly can document exactly what was discussed and agreed. Reduces âscope creepâ arguments dramatically.
Project managers running multiple stakeholder meetings can track decisions and action items without being the designated note-taker.
If you need legal-grade accuracy, use human transcription. Rev.com provides 99%+ accuracy with human review. Costs more, takes longer, but errors have consequences in legal contexts.
If recording creates trust issues, donât force it. Some relationships require off-the-record conversation. Iâve seen deals die because recording made prospects uncomfortable.
If youâre in healthcare or finance, verify compliance carefully. HIPAA and financial regulations have specific requirements. Fireflies offers Enterprise compliance options, but standard tiers may not suffice.
If your meetings are mostly internal, consider whether recording adds value or just surveillance vibes. Team dynamics matter more than documentation sometimes.
If you rarely have meetings, youâre paying for unused capacity. The free tier might work, or you might not need transcription at all.
Week 1 tip: Donât try every feature immediately. Get comfortable with basic transcription and summaries before diving into conversation intelligence or complex integrations.
Fireflies solves real problems for people who live in meetings. Itâs not just transcriptionâitâs a system for capturing, organizing, and actioning conversation data.
For sales teams especially, the CRM integration and conversation intelligence justify the cost within the first month. My close rate improved, follow-up became automatic, and I stopped losing important details.
Rating: 8.5/10. Excellent for sales and customer-facing roles. The CRM integration and conversation analytics set it apart from simple transcription tools.
Yes, there are limitations. Background noise hurts accuracy. Some people hate being recorded. The AI summaries miss subtlety. But for capturing and organizing meeting data at scale, nothing else combines features and price this well.
If youâre drowning in meetings and losing important details, Fireflies is worth testing. The free trial gives you enough to know if it fits your workflow.
Transform your meeting workflow: Try Fireflies.ai Free â
Fireflies achieves 93%+ accuracy with clear audio and standard accents. Human transcription services like Rev reach 99%+ accuracy but cost $1.50/minute versus $19/month unlimited with Fireflies. For sales calls and internal meetings, Fireflies accuracy is sufficient. For legal depositions or medical records, use human transcription.
Fireflies only captures audio and transcribes it. You wonât get screen shares, presentations, or visual content. If you need video recording with transcription, consider tl;dv or Grain. Many users run Fireflies alongside their platformâs built-in recording to get both transcript and visual context.
Yes, âFireflies Notetakerâ appears as a participant in the meeting. Most platforms also announce when it joins. You cannot record secretly, which is both legally required in many jurisdictions and ethically appropriate. I always mention it at the start: âI have Fireflies capturing notes so I can focus on our discussion.â
Pro ($19/month) includes unlimited transcription, AI summaries, CRM integration, and basic search. Business ($39/month) adds conversation intelligence (talk ratios, question analysis, topic tracking), custom vocabulary training, and coaching analytics. For individual contributors, Pro suffices. For sales managers coaching teams, Business tier analytics justify the cost.
Not directly. Fireflies is designed for virtual meetings where it can join as a participant. For in-person meetings, youâd need to dial in from a device or use a different solution. Otter.aiâs mobile app works better for in-person recording. Some users dial into their own Zoom room from their phone to record in-person conversations.
Fireflies encrypts data in transit and at rest, is SOC 2 Type II compliant, and offers GDPR compliance. The Enterprise tier adds SSO, HIPAA compliance, and custom data retention policies. However, your audio is processed on their servers. For highly sensitive conversations, consider on-premise solutions or avoid recording entirely. Review their security documentation for current certifications.
Yes, Fireflies works with all three major platforms plus others. The bot joins as a participant regardless of platform. Some features vary: Zoom integration is most mature, Teams can be finicky with guest access, Google Meet works smoothly. Test with your specific platform during the free trial.
Typically 5-10 minutes for standard meetings under an hour. Longer meetings or periods of high demand can take 15-20 minutes. The transcript, summary, and action items all appear simultaneously. Youâll get an email notification when ready, or check the dashboard. Real-time transcription during the meeting isnât availableâthatâs Otter.aiâs strength.
Last updated: February 2026. Fireflies ships updates monthly. Check their changelog for the latest features.