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Will your episode actually spread?
Upload an episode and get a Virality Score out of 100 — plus the exact moments in your own audio that are ready to be clipped.
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Eight things that decide whether a podcast travels
Each one is judged on its own described scale, then combined with fixed weights. Same weighting for every episode, every time.
Hook strength
18% of scoreWhether the opening earns the next five minutes
Quotability
16% of scoreLines that survive on their own, out of context
Clip potential
16% of scoreSelf-contained 30-90 second cuts
Emotional peak
13% of scoreSurprise, conflict, vulnerability or genuine humour
Contrarian edge
12% of scoreClaims worth arguing with
Takeaway clarity
11% of scoreOne crisp idea a listener can repeat
Pacing
8% of scoreMomentum versus rambling
Topical relevance
6% of scoreWhether anyone is currently searching for this
Why this number means something
Most “AI score” tools ask a chatbot to rate something out of 100 and print whatever comes back. Run the same file twice and you get two different numbers, and nobody — including the tool — can tell you how it got there.
This works the other way round. Each dimension is a separate, narrow judgment against levels written out in advance, and what comes back is a calibrated position on that scale rather than a number pulled from the air. The combining is arithmetic, done in our code, with weights that are the same for everyone.
So the same episode always scores the same, and every point traces back to a named dimension you can go and read.
Quotes work the same way. We never ask a model to write you a quote — the clip finder picks from real spans of your transcript, so every quote in your report is something you actually said.
Questions, answered.
No. Upload an episode and you get your Virality Score straight away — no signup, no card. You only give us an email address if you decide to buy the full report.
Want summaries too?
DriftNote turns any podcast episode into structured notes — key takeaways, quotes and timestamps, saved straight to Notion.
See how DriftNote works