🔬 New Feature

Reverse Engineer
Any Product from a Podcast

Paste a podcast or video where someone discusses their product — our AI will reverse-engineer the tech stack, map the architecture, detect what they're hiding, and generate an implementation blueprint.

Available on Ultimate and Business plans

What You Get

🛠

Tech Stack Detection

AI deduces technologies from explicit mentions, implied references, and contextual clues — each with a confidence score.

🏗️

Architecture Mapping

Reconstructs the system architecture, components, data flows, and third-party services from the conversation.

🕵️

Hidden Detail Detection

Finds what the speaker is intentionally hiding — vagueness spikes, topic redirects, marketing substitutions, and omissions.

📋

Implementation Blueprint

Generates a practical implementation plan filling the gaps the speaker left out, with time estimates and tech requirements.

🎯

BS Detection

Scores the trustworthiness of claims and flags exaggerations, oversimplifications, and marketing disguised as technical content.

💬

Analysis Chat

Ask follow-up questions about any deduction, architecture decision, or hidden detail in the report.

Confidence-Scored Deductions

Every technology we detect comes with a confidence score — you always know what's certain vs. speculative.

85-100%
Explicit mention
Speaker directly names the technology
60-84%
Strong implication
Context strongly suggests it
30-59%
Contextual clue
Indirect evidence points to it
10-29%
Educated guess
Based on patterns and assumptions

How It Works

1

Paste a YouTube URL

Any podcast, interview, or demo where someone talks about their product.

2

AI analyzes the transcript

7-stage pipeline: transcript → links → tech stack → architecture → hidden details → blueprint → BS detection.

3

Get your report

Full reverse-engineered analysis with confidence scores, architecture map, and implementation blueprint.

4

Ask follow-up questions

Chat with AI about any part of the analysis to go deeper.

Ready to reverse-engineer?

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