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✦ Your AI research buddy for viral videos

Send Karlic a video. Get the real story back.

Karlic watches the clip, reads the comments, digs up the sources, and comes back with the full context — in plain English. Then you can chat with him about it, like a smart friend who actually did the homework.

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Karlic is reading the video...
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Extracting transcript
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Analyzing visual frames
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Searching for context
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Synthesizing analysis
Analysis complete Just now

The Vanishing Bees: What This Viral Video Gets Right (and Wrong)

How it works

From URL to full context
in under 60 seconds.

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Step 01

Paste any video URL

Instagram Reels, TikToks, YouTube Shorts, X posts. If it's blowing up in your feed, Karlic can read it.

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Step 02

Karlic does the research

He transcribes the audio, watches the frames, reads the comments, pulls up what other sources are saying, and cross-checks with the Trusted Voices you've added.

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Step 03

Get his take (with the receipts)

A clear, conversational take on what the video actually means — plus the evidence underneath, organized into sections you can peek into whenever you want to dig in.

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Step 04

Chat with him about it

Not satisfied? Keep asking. Karlic stays in the context of the video — push back, ask for more sources, or explore what got left out. He's there as long as you need.

The problem
"The most dangerous content isn't the stuff that's completely wrong. It's the stuff that's almost right."

A clip can cite a real study but twist the numbers. A creator can sound credible while selling you something. The truth is out there — but it's scattered across ten tabs you'll never open. Half-truths spread faster than whole ones, and the platforms have no incentive to slow them down.

The philosophy
"We never say true or false.
We show context."

Most tools want to tell you what's real. Karlic shows you the evidence, the gaps, and the open questions — then gets out of the way. Credibility is high, medium, low, or contested. Never just a checkmark.

What we believe

Built on principles, not algorithms.

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Every claim, traced to its source
Nothing appears without a citation. You can always follow the thread back to the original study, article, or statement.
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Disagreement is data
When experts don't agree, we show you both sides instead of picking one. The tension between sources is often where the real insight lives.
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No feed, no algorithm
Karlic doesn't recommend content, optimize for engagement, or learn what keeps you scrolling. You bring the video — we bring the context.
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Your voices, your lens
Add the experts you trust. Karlic finds what they've said about the topic — so you get perspectives from people you actually respect.
The receipts

He doesn't just give you his take. He shows his work.

Every analysis comes with seven layers of context you can peek into whenever you want. Karlic never tells you what to think — he shows every angle, every gap, and every open question, then gets out of the way.

Analysis complete · Demo
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See the full picture. Try Karlic now.

Paste any video URL and get a full contextual breakdown in under 60 seconds. No app download needed — works right in your browser.

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