How it works
You text a topic. Two minutes later, it’s in your podcast app.
This is how Distill turns a thought into a real episode — not a summary, not a chat reply. An episode.
Step 1
Start with a thought. Any thought.
A question from a meeting. Something you read three days ago and can’t stop thinking about. A phrase that came up in conversation and made you want to know more.
Text it to Distill — on WhatsApp or SMS. Full sentence, half sentence. There’s no wrong format.
What works best? Anything explanatory — history, science, technology, culture, economics, philosophy. Distill is built for understanding, not breaking news, live sports, or rapidly evolving events.
That’s it. You’re done. Everything from here happens on our end.
Step 2
Before we script anything, we check what we know.
The first thing our pipeline does is ask: how well do we actually understand this topic? We assess knowledge depth across four dimensions — breadth, recency, source reliability, and nuance — and score each one.
If the score is high, we move straight to scripting.
If the score reveals gaps? We go find the answers first.
Note: We can’t promise absolute perfection — it is AI-generated output — but these quality gates exist specifically to reduce hallucinations. The goal is calibrated confidence, not false certainty.
Step 3
When we don’t know enough, we look it up.
If step 2 uncovers gaps, we don’t guess — we search.
We pull live, current sources on your topic: papers, articles, primary references. Everything is aggregated into what we call a Research Dossier — a working document our scripting step reads before writing a single word.
This is why Distill works on recent topics. You can ask about something that happened last month, and we’ll have current context, not a model’s memory from a training cutoff.
Step 4
We don’t summarize. We write.
This is the step that makes Distill different.
The scripting engine doesn’t pull facts and list them. It writes a narrative — a structured story with the same arc that makes great podcast shows stick:
- A hook — an entry point that earns your attention before explaining anything
- A pivot — a reframe that makes you see the topic differently
- The core — the insights that matter, delivered as narrative, not bullet points
- A synthesis — something you’ll actually remember after you stop listening
We benchmarked this structure against shows like Philosophize This! and Radiolab — because those are the shows that make knowledge feel permanent, not temporary.
“Most people think the spice trade was about flavor. It wasn’t. It was about power — and about which countries got to define what power meant for the next two centuries.”
Step 5
The episode lands where you already listen.
Once the script is locked, we run it through high-fidelity speech synthesis — chosen specifically because it sounds like a podcast, not a voice assistant.
The finished episode is added to your private RSS feed. Within a couple of minutes of your text, it appears in:
- Apple Podcasts
- Pocket Casts / Overcast
- Any podcast app that supports RSS
No download. No transfer. It just shows up — the same way a new episode from a show you’re subscribed to shows up.
Start to listen: ~2-4 minutes.
| Step | What happens | Time |
|---|---|---|
| 1 | You text a topic | 1 second |
| 2 | Knowledge gap audit | ~3-10 seconds |
| 3 | Live research (if needed) | ~10–20 seconds |
| 4 | Narrative arc structured | ~5–10 seconds |
| 5 | Script written | ~15–30 seconds |
| 6 | Audio produced | ~1–3 min |
| 7 | Episode published | ~10–15 seconds |
| Total | Episode in your podcast app | ~2–4 min |
Can I control depth and length?
Yes. Just say so in your text. “Make it short” gets you a 4-6 minute overview. “Go deep” gets you 15-20 minutes with more nuance. We read intent from how you phrase the request.
Curious what this sounds like?
Check out a free 10-second preview. If it sounds like a show you’d actually listen to, then give it a whirl.
Have a listen