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Clips + posts from one linkENPT-BRHIWed, Jul 29 2026
Kaleidly
Viral clips + a week of posts · in your voice
Repurpose any video or podcast

One link. Viral clips +
a week of posts.
All in your voice.IN YOURVOICE

Paste a YouTube or podcast link. Kaleidly clips your best moments and writes the thread, LinkedIn post and newsletter — in your voice, not the machine’s.

Reels · TikTok · Shorts · X · LinkedIn · Newsletter
Works in English, Português, Hindi & Hinglish · 20+ languages · no watermarks
01
Live demo · one link in Live
01 · Source · podcast00:00
02 · Ready to postOutput 1 / 7
VIRAL CLIP01
0:289:16
EVAL SETIS THE MOAT
94VIRALITY SCORE

“They’re taste engineers.”

REELS · TIKTOK · SHORTS
CAPTIONS: PT-BR · HINGLISH
Score 94 · captions on
X THREAD02
You· 1/8

The best AI PMs aren’t prompt engineers. They’re taste engineers. 8 lessons from 200 hours ↓

96% your voice
LINKEDIN POST03

I spent 200 hours shipping AI features. Most of them flopped.

The model was never the hard part. Anyone can call the API…

96% your voice
NEWSLETTER04
This week — the eval moat
Why your AI roadmap should start with a spreadsheet
96% your voice
IG CAPTION05

Stop optimizing prompts. Start collecting your mistakes.

#AIproduct#buildinpublic#PM
96% your voice
SUMMARY06
The model is a commodity; the eval set is the moat.
Ship evals, not features.
Taste can’t be A/B tested.
96% your voice
KEY QUOTES07

“The model is a commodity. Your evaluation set is the moat.”

Ready to post
The whole pipeline · loops
Read on
How it works · one link in, everything out

From one link to ready to post, in five steps.

01
Transcribe
In seconds
02
Learn your voice
Your fingerprint
03
Write the posts
In your voice
04
Cut viral clips
Scored + captioned
05
Ready to post
One click
Transcript · 47:20 Annotating…
00:24 The model is a commodity — your evaluation set is the moat.
02:11 Everyone can call the same API. Almost no one has 500 labeled edge cases.
04:38 So we stopped shipping features and started shipping evals…
Voice fingerprint96%
wry contrarian no emoji
02
THREAD 96% MATCH
03
LINKEDIN 240 WORDS
04
NEWSLETTER 600 WORDS
05
CAPTION 2 OPTIONS
06
SUMMARY 5 BULLETS
07
QUOTES 7 PULLED
Step 04 · finding the hot moment00:24 – 00:52
Hook strength 94 / 100Captions: PT-BR · Hinglish
CLIP 010:28
YOUR EVAL SET IS THE MOAT.
REELS · TIKTOK · SHORTS
94VIRALITY
Kaleidly
Your bundle · 1 clip pack + 6 posts · in your voice
You@yourhandle · 1/8

The best AI PMs aren’t prompt engineers. They’re taste engineers. ↓

+ clips & 5 more posts inside96% match
CLIP 01 EVAL SET 94 · 0:28
Ready to post
One link in · clips + posts out · 41 seconds
”
Our promiseThe manifesto01

Most AI writing sounds like AI.
Yours won’t.

Other tools hand everyone the same generic clip. Kaleidly’s clips — and posts — go the other way. It studies how you actually write — your rhythm, your restraint, your turns of phrase — and keeps every line unmistakably yours.

2
posts learn your voice
0
watermarks
01
What you get · seven formats

One link. Seven ready-to-post formats.

Scroll
VIRAL CLIPS
01
0:28 · 9:1694
YOUR EVAL SET IS THE MOAT.
CAPTIONS BURNED IN
94/100
VIRALITY SCORE
HOOK

“They’re taste engineers, not prompt engineers.”

REELSTIKTOKSHORTS
PT-BR · HINDI · HINGLISH CAPTIONS
3 CLIPS / RUNDownload
X THREAD
02
You· 1/8

The best AI PMs aren’t prompt engineers. They’re taste engineers. 8 lessons from 200 hours shipping AI ↓

You· 2/8

Your model is a commodity. Your eval set is the moat. Everyone calls the same API…

96% MATCHCopy
LINKEDIN POST
03

I spent 200 hours shipping AI features. Most of them flopped.

Here’s the uncomfortable lesson: the model was never the hard part. Anyone can call the API.

The teams that won had one thing — a set of real, labeled edge cases they tested every change against…

240 WORDSCopy
NEWSLETTER
04
This week — the eval moat

Why your AI roadmap should start with a spreadsheet

If there’s one habit I’d graft onto every AI team, it’s this: before you touch a prompt, write down what “good” looks like…

600 WORDSCopy
IG CAPTION
05

Stop optimizing prompts. Start collecting your mistakes. ✍

The AI teams that win aren’t smarter — they just write down what “good” means before they build.

#AIproduct#buildinpublic#PM
2 OPTIONSCopy
SUMMARY
06
The model is a commodity; the evaluation set is the real moat.
Ship evals, not features — every change must beat the last.
Taste can’t be A/B tested; hire and protect it.
Real user edge cases > benchmark scores.
5 BULLETSCopy
KEY QUOTES
07

“The model is a commodity. Your evaluation set is the moat.”

“You can’t A/B test your way to taste.”

7 PULLEDCopy
That’s everything · from one link

Now run yours.

Get my clips & posts
Live proof · watch it write

The transcript goes in. Your thread comes out — in real time.

Raw transcript · input
00:24 …the mistake most PMs make is treating the model like the product. It’s a commodity. Your evaluation set — that’s the moat, honestly.
02:11 everyone can call the same API, right? almost no one has, like, five hundred labeled edge cases from real users.
04:38 so we just— we stopped shipping features and started shipping evals. every change had to beat the last one.
06:02 and the other thing is taste. you can’t really A/B test your way to taste…
X thread · setting in your voiceMATCH 96%
You@yourhandle · 1/8

The best AI PMs aren’t prompt engineers.
They’re taste engineers. ↓

You@yourhandle · 2/8

Your model is a commodity.
Your eval set is the moat.

You@yourhandle · 3/8

Everyone calls the same API.
Almost no one has 500 labeled edge cases from real users. That gap is the whole game.

You@yourhandle · 4/8

So we stopped shipping features and started shipping evals. Every change had to beat the last one.

0+
Caption languages incl. Hinglish
0
Formats from one link
0
Posts learn your voice
0s
Median processing time
Be one of the best

Be one of the best — before everyone sounds the same.

Kaleidly is new — and that’s the opening. Adopt it now and turn one link into a week of posts in your own voice, while everyone else is still copy-pasting AI that sounds like everyone else.

Start free
No card · we never train on your content
Subscriptions

Pay for what you publish.

Watermark-free on every paid plan. Credits never expire. Cancel anytime.

Free
$0
30 credits / month · no card
~6 runs a month
Clips + all text formats
720p · small watermark
Start free
Most popular
Pro
$14.99/mo
200 credits / month
~40 runs a month
No watermark · 1080p
Uploads up to 3 GB
Credits never expire
Go Pro
Pro Plus
$34.99
500 credits / month
Everything in Pro
~100 runs a month
Double the monthly credits
Best for daily publishing
Go Pro Plus
Q & A

Questions, answered.

Still curious? Every plan starts free — the fastest answer is to run one recording.

How does it learn my voice?

You paste a handful of your real posts — tweets, LinkedIn updates, newsletter passages. Kaleidly analyzes rhythm, sentence length, vocabulary and restraint to build a writing fingerprint, then every format is written against it.

What counts as a credit?

The rate card is printed on every button: a full text run — all five formats — costs 5 credits, refining a single format costs 1, and a clip pack costs 10. Failed runs are never charged.

Can I edit what it generates?

Always. Every format is fully editable inline, and you can regenerate with a nudge (“punchier,” “more technical”) as many times as you like on paid plans.

Do you watermark or train on my content?

No watermarks, ever — on any tier. Your recordings and voice profiles are yours; we don’t train models on your content.

Last call · free to start

Turn your next video into a week of content.

Paste a link. Get viral clips and a week of posts — in your voice, in about a minute.

No card · we never train on your content · 30 credits a month
Kaleidly — Um link. Cortes virais + uma semana de posts, na sua voz