Just Use Fireflies.ai for Podcast Interview Transcripts

You finish recording a 60-minute guest interview and then spend the next two hours manually transcribing it, hunting for the quote your guest said around the 38-minute mark, and fixing every line where the speaker label defaulted to “Unknown.” That’s not editing — that’s administrative busywork. Just use Fireflies.ai.

Fireflies.ai Pro transcribes your recording automatically, labels each speaker by name, and makes every word searchable across your entire episode archive — for $10/month billed annually. That’s less than a single billable hour for most creators.

Why Fireflies.ai Is the Pick

Podcast interview transcription has three hard requirements: it must identify who is speaking, it must let you search across past episodes, and it must not charge you per minute of audio. Fireflies.ai Pro satisfies all three.

Speaker diarisation is the feature that separates workable tools from frustrating ones. Fireflies.ai reads participant names from your calendar invite or video platform, matches voices to identities, and labels every line accordingly — so a two-guest episode doesn’t come back as a wall of “Speaker 1 / Speaker 2” that you have to re-attribute manually. In subsequent recordings with the same guests, Fireflies.ai recognises their voice patterns from the first sentence. Cross-talk and fast-paced conversation can still trip it up occasionally, so budget five minutes to spot-check attributions after upload, but you’re correcting a handful of lines, not rebuilding the whole document.

Smart Search is the second reason Fireflies.ai earns this pick. Every transcript goes into a searchable archive indexed by keyword, speaker, date, and topic. When a guest references something from an episode you recorded fourteen months ago, you can find the exact quote in under a minute instead of scrubbing through audio. For creators building a back-catalogue, that archive becomes genuinely useful research infrastructure.

The AI summaries are fast and clean. After upload, Fireflies.ai generates a recap with highlights and action items — paste that into your show notes template and you’ve got a working draft in minutes, not hours.

On pricing, the numbers work cleanly for a weekly show. Fireflies.ai Pro does not charge per transcription minute — it meters storage. Pro gives you 8,000 minutes of storage per seat. A 60-minute episode weekly adds up to roughly 3,120 minutes per year, which means you get about 2.5 years of archive before you approach the storage limit. If you run a daily show, upgrade to Business at $19/month annual — it unlocks unlimited storage. The free plan stores only 400 minutes per team total and gives you a shared pool of 20 AI credits for AI features, which covers two or three test episodes. It is not a sustainable free tier for any working creator.

The integration story is a practical bonus. Fireflies.ai connects natively with Notion, Slack, HubSpot, Salesforce, and 60+ other tools. Push episode summaries to your Notion content calendar automatically after each recording, or send transcripts to a Slack channel your editor monitors. No copy-pasting.

The honest limitation: Fireflies.ai is built around meeting bots and file uploads, not around podcast-native workflows. There is no native RSS import or direct integration with recording apps like Riverside or SquadCast. You upload the file manually or connect via Zapier. For most creators that’s one drag-and-drop per episode — not a dealbreaker, but worth knowing.

Why Not Otter.ai

Otter.ai is a legitimate tool and for some creators it is the right call. If you record primarily on a phone, want live highlighting during the interview, or are just starting out with one episode a month, Otter’s Pro plan at $8.33/month billed annually ($16.99/month on monthly billing) covers the basics.

The problem shows up when your show grows. Otter Pro caps you at 1,200 minutes per month with a 90-minute maximum per conversation. A creator recording two 60-minute interviews per week hits 480 minutes monthly — still inside the cap. But add pre-interview calls, re-records, or longer episodes and you run short before month-end. Otter reduced Pro’s allowance to push heavier users toward Business at $19.99/month annual, and that pricing move is the most-cited complaint in 2026 reviews.

Otter also has no native CRM integrations. Connecting to HubSpot or Salesforce requires Zapier — one extra workflow to maintain.

The bigger gap is archive search. Otter’s AI chatbot can now query across all your transcripts using natural language, which is a meaningful improvement. But Fireflies.ai’s Smart Search — indexed by speaker, keyword, and topic with context awareness — is more granular and more useful for pulling specific guest quotes across a multi-year back-catalogue. If your archive research workflow matters, Fireflies.ai wins that comparison.

Otter.ai if you record on a phone, run a low-volume show, and don’t need cross-episode speaker search. Fireflies.ai if you run a serious interview show and want a searchable archive that compounds in value over time.

Why Not the Rest

Granola is a bot-free app designed for 1

client calls. It does not support speaker diarisation and does not accept uploads of pre-recorded files. For a two-guest interview recorded in your DAW and exported as an MP3, Granola simply cannot do the job. Cross it off.

Meetily is an open-source, MIT-licensed tool that runs entirely on your local machine — no cloud, no account, no data leaving your device. That privacy posture is genuinely valuable for sensitive business conversations. It is the wrong tool here because “no cloud” means no searchable episode archive. Every transcript lives on your local drive, unsearchable across episodes, with no hosted interface to query. If your priority is a growing, searchable podcast back-catalogue, Meetily’s core design works against you.

Fathom was acquired by Superhuman in September 2026. Fathom’s team says the product experience stays the same for now, and Superhuman has disclosed no timeline for changes. The free plan may hold — or it may get restructured once Fathom is folded into Superhuman’s suite. More fundamentally, Fathom lacks speaker-indexed search across a growing episode catalogue, which is the feature that matters most for interview-show creators building an archive. Even before the acquisition, it wasn’t the right pick here.

When to Revisit

Stay on Fireflies.ai Pro until you’re recording daily. At a daily 60-minute episode you’ll burn through 8,000 Pro minutes in under five months — upgrade to Business at $19/month annual and you get unlimited storage. If you eventually want a purpose-built podcast platform with chapter markers, audiogram exports, and native RSS integration, look at tools built specifically for podcast production. But for transcription and searchable archives, Fireflies.ai scales further than most creators will ever need.