How to ask AI what a podcast guest said (with the real quote and timestamp)

2026-06-07

There is a difference between "summarize this episode" and "tell me exactly what the guest said about X, in their words." Summaries are everywhere. The grounded quote, with a timestamp you can verify, is what you actually need when you want to share it, act on it, or quote it accurately.

NotebookLM, but for the podcasts you follow, inside Claude

PodPast turns the podcasts you already follow into a searchable, askable knowledge source inside Claude - ask what a guest said and get the answer with the quote and timestamp. No uploading transcripts one episode at a time. No scrubbing back through audio because you half-remember the moment. You connect the shows you actually listen to once, then ask Claude in plain English.

The workflow

1. Add the show to PodPast. Point it at a podcast you already follow.
2. Ask Claude a specific question, the way you would ask a smart friend who heard the episode: "What did the guest on the SaaS pricing episode say about usage-based billing?"
3. Get the answer grounded in the transcript - the real quote, plus the timestamp so you can jump straight to that moment and hear it in context.

That is the loop. The shows you follow become something you can interrogate, not just re-listen to.

A real example

Say you follow a few startup podcasts. A week after an episode, you want to remember exactly how a guest framed firing your first hire. You ask Claude:

What did the guest on the founder-interview podcast say about firing your first hire?

PodPast comes back with something like:

"The first time you fire someone you hired, you should have done it three months earlier. You always know before you admit it." - 00:42:17

Now you have the quote, you know which minute to jump to if you want to hear the tone, and you can drop it into a note or share it without paraphrasing badly.

Across your whole library, the same question pulls from whichever episode actually covered it - not just the one you happened to ask about.

Why grounding matters

An ungrounded chatbot will happily paraphrase, smooth out what was actually said, or in the worst case just make something up. That is fine for casual recall. It is not fine when you want to share the quote, build on it, or trust it.

PodPast answers from the actual transcript and shows you where the answer came from. The quote is the guest's words. The timestamp lets you verify in seconds. That is the difference between "I think they said something like this" and "here is what they said, at minute 42."

What PodPast is not

It is not a generic "AI for podcasts" toy. It is not a global podcast database for marketers. It is not a tool that requires you to upload anything. It is the listener-side connector for the shows you personally follow, inside Claude.

Honest notes: PodPast is new and solo-built. It runs in Claude.ai today, as a hosted Claude connector. Paid billing is US-only for now. It is free to start.