About this Podcast:
An Apparae podcast. Each week, Sharif Amlani (founder, Apparae) and Gabriel Lobo (data scientist) trade real notes on building with AI in 2026 — the cost math, the model tradeoffs, and the dev tools worth trying. Honest conversations for engineers, founders, and anyone shipping with generative AI.
Pitch Analysis
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Contact path
Verified email
Booking probability
32%
Guest openness
Selective
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What is Once Upon a Token about?
An Apparae podcast. Each week, Sharif Amlani (founder, Apparae) and Gabriel Lobo (data scientist) trade real notes on building with AI in 2026, the cost math, the model tradeoffs, and the dev tools worth trying. Honest conversations for engineers, founders, and anyone shipping with generative AI.
How hard is it to get booked on Once Upon a Token?
Booking probability for Once Upon a Token is 32%, and the host is rated Selective on guests. Once Upon a Token requires a Pod Score of 80 or higher. Once Upon a Token's contact route on record: verified email.
Who should pitch Once Upon a Token?
The strongest fits for Once Upon a Token are IT Services & Software Development.
About the host
Once Upon a Token is a general podcast with 1 episode published.
Recent guests
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