How to ask AI questions about your podcasts

Podcasts are mostly heard while doing something else. A guest on a long interview show recommends a book on negotiation while you’re cooking. A sleep researcher gives a specific figure for caffeine half-life while you’re on the highway. A week later you want the book title or the number, and the episode is two hours long with no idea where in it the moment was.

This guide covers how people usually get information back out of podcasts, where those methods fall short, and how to save episodes to Fabric so you can ask the AI assistant about them and jump to the timestamp behind each answer.

How people usually get answers from podcasts

The usual first stop is the show notes. They often list guests, links and books mentioned. They rarely capture a specific claim or a figure, and they’re written by the producer rather than shaped by your question.

Some podcast apps now show transcripts for many episodes, and that’s a real help for finding a keyword in one episode. The transcript stays inside the app, though, so comparing what three different guests said about the same topic means hunting through three episodes separately.

Another route is pasting a transcript into ChatGPT or Claude and asking about it. That gives a good conversational answer for one episode. Getting the transcript out of the app is the slow part, and the answer comes back without a link to the moment in the audio where the guest made the point.

Keen listeners take notes: a phone note with the episode name and a rough timestamp, or a bookmark in the podcast app. That captures the moments you expected to matter. A question that comes up later, about a point you didn’t mark, sends you back to scrubbing through the audio.

Keeping what you learn from listening is close to keeping book notes. Book notes: a complete guide covers that habit, and much of it applies to podcasts too.

Step 1: Save podcast episodes to Fabric

Copy an episode link and paste it into Fabric, where it’s saved as a bookmark. In a podcast app on iOS or Android, tap Share on the episode and choose Fabric; the apps are on the mobile download page. While browsing a show’s website, the browser extension saves the page in a click.

If you have the audio file itself, such as an MP3 download or a recording of your own show, drag it into Fabric or click Upload a file. M4A and WAV work too.

Add a comment as you save, such as “the bit about negotiation books, roughly halfway”. You can add a comment or tags to anything, and a note of why you saved an episode helps both you and the assistant later.

Step 2: Get the episode transcribed

Fabric transcribes podcast links and uploaded audio. The transcript is searchable and editable, so a guest’s name or a technical term that comes out wrong can be corrected once.

Each episode is also processed as it arrives. Fabric writes a short summary, extracts the topics discussed, and creates embeddings so a loosely worded question can still find the right part of a two-hour conversation.

Transcription needs a paid plan. See pricing for details.

Step 3: Ask about an episode

Open the AI assistant and ask. Without a folder selected, it runs an agentic search across all of Fabric, which suits “What book on negotiation did that guest recommend?” when you’re not sure which episode it was. The answer cites the episode with clickable timestamps, so you can hear the recommendation in context.

To focus on one episode or show, put it in a folder, open the folder and open the assistant. It’s automatically limited to that folder. Right-clicking the folder and adding it to the assistant’s context does the same without opening it.

Follow-ups keep the context. After the book title, ask why the guest recommended it, or whether they mentioned any other titles. You can choose the model that answers, from Gemini, OpenAI, Claude, DeepSeek, Grok, Qwen and others, under one subscription.

Podcast answers are only as good as the transcript, and conversations with crosstalk or heavy accents can produce the odd misheard word. The timestamps make that easy to check: click through, listen to the ten seconds around the claim, and correct the transcript if needed.

Step 4: Compare episodes and keep what you learn

A folder can hold every episode you’ve saved on one subject. Put six episodes on sleep in a “Sleep” folder and ask “Where do these guests disagree about caffeine timing, and what evidence does each one give?” The assistant analyzes all six and cites a timestamp in each episode it uses, which makes it easy to listen to the original claims side by side.

Save answers as notes in the same folder, and over time it becomes a set of listening notes tied to the audio. When you remember a phrase rather than a topic, search covers transcribed audio and opens results at the exact timestamp. Put the phrase in quotes for an exact match.

If you prefer working in ChatGPT or Claude, connect them to Fabric through the MCP server. They can then search your library and read what’s saved there, including your episode notes.

Frequently asked questions

Can AI answer questions about a podcast episode?

Yes. Save the episode to Fabric, and once it’s transcribed the AI assistant answers questions about it with timestamps to the relevant moments.

Do I need to download the podcast audio?

No. Fabric transcribes podcast links. You can also upload audio files if you have them.

How do I find something a guest said if I don’t remember the episode?

Ask the assistant without choosing a folder. It searches everything in Fabric and cites the episode and timestamp where the guest said it.

Can I compare what different podcast guests said about the same topic?

Yes. Put the episodes in one folder and open the assistant inside it. It analyzes all of them and cites each episode it draws on.

Is podcast transcription free?

Transcription needs a paid plan. Saving links works on every plan, and the free plan includes limited AI use.

Which audio formats does Fabric transcribe?

MP3, WAV and M4A, plus video in MP4, MOV and WebM. Audio file formats explained covers the differences between them.

Can I save a podcast from my phone?

Yes. Tap Share on the episode in your podcast app and choose Fabric.

Can I fix mistakes in a podcast transcript?

Yes. Transcripts can be edited, and search and the assistant use the corrected text.

Can I ask about a podcast from my phone?

Yes. In the iOS and Android apps, the knowledge search panel sits in the bottom drawer of the search screen. It searches Fabric and your connected apps, and you can ask follow-up questions there right after an episode ends.