The self-learning ad engine

From one raw idea to winning ads

Type a rough thought — get a scroll-stopping image and video ad. Product kept pixel-perfect, copy angled like a media buyer, and the system learns your taste with every creative you ship.

See the output
Builders are loving it on X
~$0.35
per finished creative
< 5 min
from idea to ad
Self-learning
sharper every creative
Step 1Optimize

Claude rewrites your rough idea into a creative-director-grade prompt — and picks the best model.

Step 2Generate

Your prompt and product shots become an ad-ready image, with the product preserved exactly.

Step 3Animate

Claude writes the motion prompt; Kling turns the still into a 5–10s scroll-stopping video.

Step 4Ship

Download the image and MP4. Rate it — the system learns your taste with every creative.

See it in action

The whole flow, in one minute

A rough idea to a finished ad — watch the full pipeline run, start to finish.

rawlab · studio

Why it wins

Not another AI image tool

A prompt-intelligence layer built for performance marketing — where the product has to stay perfect and the creative has to actually sell.

Your product, untouched

Hardcoded preservation rules keep branding, packaging, and logos pixel-perfect. The AI restyles the scene — never mangles your label.

Engineered to convert

Every prompt is built by an AI creative director that thinks business-first: positioning, target customer, and the exact emotion that stops the scroll.

Learns your taste

Rate each creative and the system compounds. After 50 ads it knows your category, your style, and your quality bar better than any brief.

One shot in, a story out

From a raw product photo to a finished ad

Feed in a single product image — get back a fully animated narrative ad, characters, motion and all.

Raw product photoRaw product photo
Input
Animated Story pipeline
Finished ad
Output

The output

Real ads, made in minutes

Every clip below came out of the pipeline — a rough idea in, a scroll-stopping creative out. Hover to pause.

Video Ad
Video Ad
Video Ad
Video Ad
Video Ad
Video Ad
Video Ad
Video Ad
Video Ad
Video Ad
Video Ad
Video Ad
Video Ad
Video Ad
Video Ad
Video Ad
Video Ad
Video Ad
Video Ad
Video Ad
Video Ad
Video Ad
Video Ad
Video Ad

Stills

Static ads, same intelligence

Scroll-stopping product stills for feeds and placements where a static hits hardest — product kept perfect, every time.

Haircare · Lifestyle
Haircare · Lifestyle
Haircare · Flat Lay
Haircare · Flat Lay
Beverage · Product
Beverage · Product
Haircare · Texture
Haircare · Texture
Beverage · UGC
Beverage · UGC
Haircare · Studio
Haircare · Studio
Haircare · Lifestyle
Haircare · Lifestyle
Haircare · Flat Lay
Haircare · Flat Lay
Beverage · Product
Beverage · Product
Haircare · Texture
Haircare · Texture
Beverage · UGC
Beverage · UGC
Haircare · Studio
Haircare · Studio
Haircare · Lifestyle
Haircare · Lifestyle
Haircare · Flat Lay
Haircare · Flat Lay
Beverage · Product
Beverage · Product
Haircare · Texture
Haircare · Texture
Beverage · UGC
Beverage · UGC
Haircare · Studio
Haircare · Studio
Haircare · Lifestyle
Haircare · Lifestyle
Haircare · Flat Lay
Haircare · Flat Lay
Beverage · Product
Beverage · Product
Haircare · Texture
Haircare · Texture
Beverage · UGC
Beverage · UGC
Haircare · Studio
Haircare · Studio

One system, many angles

Not a tool. A pipeline.

Different products need different shots. Rawlab has a mode for each.

Clone Ad

Drop in a winning ad — Rawlab reverse-engineers its strategy and rebuilds it for your product.

Variants

1–8 strategically different creatives per product, each angled like a media buyer would.

UGC Ads

AI talking-head video ads with natural voice, lip-sync, and word-by-word captions.

Cinematic Shot

Higgsfield-style format presets for premium, motion-led product cinematics.

Animated Story

A warm, narrated short film for your product — Pixar-style, four scenes, stitched.

Built in public

People love what it ships

Real reactions from building Rawlab out in the open on X.

Stepan Komar

Stepan Komar

@stepanecom

I'm in love with this pixar ads in my feed, finally smth interesting

Clément

Clément

@cleeeeeeeeement

Les UGC IA, ça cartonne mais je pense qu'à moyen-long terme, ça va perdre de sa valeur. La pub va se réinventer avec des styles comme tu montres là. gg en tout cas

iliass | Ecom

iliass | Ecom

@iliass_ecom

Incroyable la qualité 👀

Nassim Studio

Nassim Studio

@astrow3b

le resultat est vraiment dinguee

Stepan Komar

Stepan Komar

@stepanecom

I'm in love with this pixar ads in my feed, finally smth interesting

Clément

Clément

@cleeeeeeeeement

Les UGC IA, ça cartonne mais je pense qu'à moyen-long terme, ça va perdre de sa valeur. La pub va se réinventer avec des styles comme tu montres là. gg en tout cas

iliass | Ecom

iliass | Ecom

@iliass_ecom

Incroyable la qualité 👀

Nassim Studio

Nassim Studio

@astrow3b

le resultat est vraiment dinguee

Stepan Komar

Stepan Komar

@stepanecom

I'm in love with this pixar ads in my feed, finally smth interesting

Clément

Clément

@cleeeeeeeeement

Les UGC IA, ça cartonne mais je pense qu'à moyen-long terme, ça va perdre de sa valeur. La pub va se réinventer avec des styles comme tu montres là. gg en tout cas

iliass | Ecom

iliass | Ecom

@iliass_ecom

Incroyable la qualité 👀

Nassim Studio

Nassim Studio

@astrow3b

le resultat est vraiment dinguee

Stepan Komar

Stepan Komar

@stepanecom

I'm in love with this pixar ads in my feed, finally smth interesting

Clément

Clément

@cleeeeeeeeement

Les UGC IA, ça cartonne mais je pense qu'à moyen-long terme, ça va perdre de sa valeur. La pub va se réinventer avec des styles comme tu montres là. gg en tout cas

iliass | Ecom

iliass | Ecom

@iliass_ecom

Incroyable la qualité 👀

Nassim Studio

Nassim Studio

@astrow3b

le resultat est vraiment dinguee

beetni

beetni

@beetni0

Le résultat est quali de fou

alice

alice

@alicep6tz

Très beau boulot. Comment as tu appris à faire ça ? Il y a des tutos ?

Siven | Shopify Dropshipping

Siven | Shopify Dropshipping

@xmdropshipping

Everyone likes the feeling of authenticity.

Martin Codeur

Martin Codeur

@martin_codeur

Merci d'avoir détaillé le process

beetni

beetni

@beetni0

Le résultat est quali de fou

alice

alice

@alicep6tz

Très beau boulot. Comment as tu appris à faire ça ? Il y a des tutos ?

Siven | Shopify Dropshipping

Siven | Shopify Dropshipping

@xmdropshipping

Everyone likes the feeling of authenticity.

Martin Codeur

Martin Codeur

@martin_codeur

Merci d'avoir détaillé le process

beetni

beetni

@beetni0

Le résultat est quali de fou

alice

alice

@alicep6tz

Très beau boulot. Comment as tu appris à faire ça ? Il y a des tutos ?

Siven | Shopify Dropshipping

Siven | Shopify Dropshipping

@xmdropshipping

Everyone likes the feeling of authenticity.

Martin Codeur

Martin Codeur

@martin_codeur

Merci d'avoir détaillé le process

beetni

beetni

@beetni0

Le résultat est quali de fou

alice

alice

@alicep6tz

Très beau boulot. Comment as tu appris à faire ça ? Il y a des tutos ?

Siven | Shopify Dropshipping

Siven | Shopify Dropshipping

@xmdropshipping

Everyone likes the feeling of authenticity.

Martin Codeur

Martin Codeur

@martin_codeur

Merci d'avoir détaillé le process

Want ads like these for your product?

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