Research-Grade Intelligence

Any topic. Expert depth. Ready to listen.

PodLearn synthesizes primary sources, expert analysis, and current data into structured 25-minute audio briefings — with full transcripts in every format you need.

Try a topic →
"The future of commercial real estate in post-pandemic cities"
tap to cycle examples
Start researching free →See how it works

No credit card required · Full transcript included with every briefing · Cancel anytime

10–20
Sources per briefing
scored by relevance + recency
8 / 10
Quality threshold
iterates until met
25 min
Avg briefing length
equivalent to a journal review
Always
Citations included
every claim is traceable
The Research Engine

Built on autonomous research — not summarization.

PodLearn uses a recursive quality loop: decompose, research, synthesize, score. If it doesn't hit 8/10, it runs again.

≥ 8/10
Quality threshold before publishing
10–20
Primary sources per briefing
↻ Iterates
Until quality threshold is met
See how the research engine works →
Full Transcripts Included

The research is yours to keep. In any format.

Every briefing ships with a complete, citation-annotated transcript. Export it in whatever format fits your workflow — from Obsidian to Word to your legal department.

📕
PDF
Formatted report with citations
📘
DOCX
Editable Word document
📃
TXT
Plain text for any tool
🎞️
SRT
Subtitle file synced to audio
⬛
MD
Markdown for Obsidian / Notion
📐

The briefing format is a vessel. The research is the product.

Unlike podcast apps or audio summaries, PodLearn starts with primary-source research — real URLs, real publications, real data. The audio is a delivery mechanism for rigorous analysis, not the other way around.

Every claim is traceable. Every gap is flagged. Every briefing meets a quality bar before it reaches your ears.

See the research engine →
🔗
✓ Primary sources only
No summaries of summaries. Every finding traces back to an original URL, publication, or dataset.
📊
✓ Confidence scoring on every claim
Each source is rated T1–T5 for reliability. Claims from single sources are flagged. Inferred conclusions are labeled.
🔄
✓ Gap detection + iteration
The quality engine identifies what's missing and runs another research pass — automatically, before you ever hear the audio.
📎
✓ Full citation trail
Every briefing transcript includes every source, ranked by relevance and recency. Pro+ and Premium tiers include the full trail.
20+
Candidate sources searched
per briefing, before scoring
≥ 8/10
Quality gate
nothing publishes below this
2×
Iteration passes
if the first synthesis falls short

Start learning at expert depth.

Your first briefing is free. No credit card. Full transcript included.

Get started →

podlearn.org · Research you can trust · Audio you can use