Prompt Library

Ad Layouts: 10 Compositions That Do the Selling Before Your Copy Does

Portrait of Anton Tokarev, media buyer and ad researcher

Written by Anton Tokarev

Media buyer, swipe-filer, ad stealer.

For years I thought about what to put in an ad.

What I should have been thinking about first was how to divide the frame.

I learned this the annoying way: rebuilding AI-generated statics over and over, changing the subject, the lighting, the model's face - and the ads still looked off. The problem was never the subject. It was the layout underneath it.

This is my complete library of ad layouts: 10 compositions, when to use each one, when to avoid it, and the exact prompt keywords I paste into my image models to get them. The same reference I use to build statics for my own accounts every week.

Let's pull the frame apart.

What Are Ad Layout Compositions?

An ad layout composition is the structural division of the creative's frame - how the space is split into panels, grids, or zones before any subject, copy, or style is added. The layout determines where the eye enters, where it travels, and where the CTA lives. It's the architecture of the ad.

And here's why that definition matters more than it sounds:

A before/after ad with the wrong split feels wrong even when both images are perfect. A comparison grid with unequal cells loses the comparison logic it exists to create.

Layout errors can't be fixed downstream. Copy can be rewritten. Colors can be regraded. Structure is forever.

Side note

Want to know the most common layout mistake I see when I go through ad libraries? It's not ugly design. It's a headline split across both panels of a 50/50. The eye can't decide which half to read, so it reads neither. We'll fix that in the text zone section below.

Why Layout-First Prompting Works

Here's the framework this whole article hangs on. I call it Layout-First Prompting:

Layout-First Prompting: describing the structural skeleton of the frame - splits, grids, panel weights - before describing the subject, style, or lighting. Because most image models weight early tokens more heavily, the layout instruction placed first controls the composition instead of fighting it.

Why does this matter so much for AI ads specifically?

Because composition is the first thing a trained eye clocks as “off” in AI images. Not the hands. Not the skin. The dead-centered subject with symmetrical negative space that no photographer would ever shoot.

Fix the layout first and something strange happens: every other decision starts landing in the right place automatically. The subject knows where to stand. The copy knows where to sit. The prompt basically writes itself.

(Also, layout-first is free. Unlike the fourth regeneration of a batch that “just doesn't look right.”)

The 10 Ad Layouts

Two families here: splits (the frame divided into zones) and grids (the frame divided into cells). Then two wildcards.

For each one: what it is, when to run it, when to skip it, and prompt keywords you can paste directly.

1. Hard Split - 50/50

50/50 split

The frame cut exactly in half by a vertical line. Two equal panels, two states, equal visual weight.

This is the workhorse of the before/after archetype and the most reliable layout in performance advertising, full stop.

Use
before/after comparisons, product A vs. product B, problem state vs. solution state
Avoid
one side of the story matters more than the other. A 50/50 assigns equal importance to both panels. If that's not true of your message, this layout is lying to your viewer.
Skincare ad using a hard 50/50 vertical split: textured skin on the left, smooth skin on the right
Hard split - left/right 50/50
Skincare ad using a hard horizontal split: tired face on top, refreshed face below
Hard split - top/bottom
Prompt keywords
hard vertical split, two equal panels
frame divided exactly in half, left and right panels
sharp vertical dividing line between panels
split screen composition, 50/50 left right
hard edge split, no blending between panels

2. Uneven Split - 70/30

70/30 split

Same vertical divide, but one panel dominates. The big panel does the emotional work; the narrow panel does the product and copy work.

This is my default for lifestyle-plus-product statics. The 70 sells the feeling. The 30 closes.

Use
lifestyle scene + clean product shot, UGC frame + offer panel, story side + proof side
Avoid
both states genuinely deserve equal weight - that's a 50/50 job
Skincare ad split unevenly: woman applying serum fills the wide left panel, product bottle on marble in the narrow right panel
Uneven split - 70/30 and 30/70
Prompt keywords
asymmetric vertical split, 70/30 composition
dominant left panel, narrow right panel
uneven split screen, one panel dominant
70 percent lifestyle panel, 30 percent product panel

3. Diagonal Split

Diagonal split

The divide runs at an angle. Instant energy and movement - the layout equivalent of turning the music up.

Use
fitness, performance products, dynamic before/afters, anything where “static” is the enemy
Avoid
the offer is calm, premium, or clinical. A diagonal split on a skincare serum reads like an energy drink.
Fitness ad using a diagonal split: tired woman in a gym on the left, energised runner on a track on the right
Diagonal split
Diagonal split ad: exhausted woman sitting in a home gym above the angled divide, smiling runner on a track below it
Diagonal split - before/after energy
Prompt keywords
diagonal split composition, angled divide
angled split screen, dynamic diagonal line
sharp diagonal split, two color zones
45 degree split, diagonal composition

4. Circular Reveal

Circle inset

A circle cut from the main image, showing different content inside - a zoom, a magnification, a peek at the other state.

The circle is a proof device. It says “look closer, we have nothing to hide.”

Use
skin texture zooms, ingredient close-ups, magnifying-glass effects, within-scene comparisons
Avoid
you have nothing worth magnifying. An empty circle is just a hole in your ad.
Close-up face with a circular cutout revealing smoother, treated skin inside the circle
Circular reveal
Prompt keywords
circular reveal, circle showing different content
round cutout revealing second image beneath
circular window in image, different scene inside
circular inset, zoomed detail within wider scene

5. 2x2 Grid

2x2 grid

Four equal cells. Comparison logic in its purest form.

Use
four SKUs, four angles of one product, four steps of a routine
Avoid
you only have three good things to show. A grid with one filler cell is a three-panel ad wearing a disguise. Use the strip instead.
Serum ad split into a 2x2 grid showing bottle, angle, label detail and texture swatch
2x2 grid
Prompt keywords
2x2 grid layout, four equal cells
four panel grid composition
quad split, four equal image panels

6. 3x1 Horizontal Strip

3x1 row

Three equal cells in a row. Reads left to right, which means it reads as time.

Use
three-step sequences, before/during/after, three variants
Avoid
your placement is vertical. On Stories, this layout shrinks to unreadable. Rotate it.
Three-panel horizontal strip labelled before, during and after a serum application
3x1 horizontal strip

7. 1x3 Vertical Strip

1x3 stack

The same triptych, stacked. Built for 9:16.

Use
morning/midday/evening routines, step sequences in Stories and Reels covers
Avoid
the sequence has no order. Vertical stacking implies “first, then, finally” whether you mean it or not.
Three-panel skincare routine strip labelled morning ritual, midday touch-up and evening wind-down
1x3 vertical strip
Prompt keywords (both strips)
3x1 horizontal strip, three equal panels in a row
triptych layout, three equal horizontal panels
1x3 vertical strip, three stacked equal panels
vertical triptych, three cells stacked

8. Hero + Detail Grid

Hero + details

One large dominant panel, two or three smaller detail panels supporting it. The hero makes the claim. The details are the receipts.

Use
lifestyle hero + product close-ups, main claim + proof panels
Avoid
you can't decide what the hero is. If everything is important, this becomes a 2x2 that lost a fight.
Large lifestyle hero of a woman holding a serum bottle beside two smaller detail panels of the label and a texture swatch
Hero + detail grid
Prompt keywords
hero panel with two smaller detail panels
large hero image with detail insets
dominant hero shot with supporting smaller panels

9. Collage / Polaroid

Polaroid collage

Overlapping frames, slight rotations, that “pinned to a corkboard” energy. The organized-chaos layout.

Use
UGC-flavored statics, community proof, “customers sent us these” concepts
Avoid
you're premium. Chaos is a trust signal for authenticity, and a trust killer for luxury.
Polaroid photos of a skincare jar and before/after skin scattered on a marble surface
Collage / polaroid layout
Three overlapping polaroids on a wooden table labelled before, product and after
Polaroid stack
Prompt keywords
polaroid collage layout, overlapping photo frames
scattered photo collage, slight rotations
pinned photos composition, corkboard style

10. Full Bleed

Full bleed

One image, edge to edge, no divisions. The layout that pretends it isn't one.

The catch? Full bleed only works when the image is composed with deliberate negative space for your copy. Otherwise your text ends up fighting a busy background and losing.

Use
hero product shots, cinematic lifestyle, premium brand statics
Avoid
you need to show more than one state or step
Full bleed lifestyle photo of a woman in a golden field with open sky as a text zone
Full bleed with text zones
Prompt keywords
full bleed composition, edge to edge image
single full frame image, no panels
negative space in upper third for text placement

Where the Text Goes (The Part Everyone Skips)

Here's the thing:

Every layout above comes with a built-in text zone. Ignore it and the layout stops working, no matter how good the images are.

The short version:

  • Hard split 50/50

    Headline
    Upper zone of ONE panel

    CTA
    Bottom of the same panel

  • Uneven 70/30

    Headline
    Inside the narrow panel

    CTA
    Bottom of the narrow panel

  • Diagonal split

    Headline
    The calmer zone only

    CTA
    Same zone - never across the line

  • Circular reveal

    Headline
    Above the circle

    CTA
    Below the circle

  • 2x2 grid

    Headline
    Above the entire grid

    CTA
    Below the entire grid

  • Strips (3x1 / 1x3)

    Headline
    Above or below the strip

    CTA
    Opposite end from headline

  • Hero + detail

    Headline
    Inside the hero panel

    CTA
    Below the full composition

  • Collage / Polaroid

    Headline
    Outside the image area

    CTA
    Outside the image area

  • Full bleed

    Headline
    The designed negative space

    CTA
    Same - never fight the image

One rule ties the whole table together: copy never crosses a divide. Not the vertical line, not the diagonal, not the circle's edge. The divide is doing structural work. Text laid across it breaks both.

Pro Tip

When prompting, ask for the text zone explicitly: “composition designed with a natural text zone in the upper area of the right panel for headline placement.” The model will protect that space with calm, low-detail content - which beats darkening a busy area in post every time.

Stacking It: One Prompt, Full Layout Control

Let's put Layout-First Prompting to work in a single prompt. Structure first, then subject, then style:

Full stacked prompt
Asymmetric vertical split composition dividing the frame 70 percent left
and 30 percent right with a clean hard vertical divide, left panel showing
a woman applying serum in soft morning window light with a natural
lifestyle feel, right panel containing a clean solid white background with
a hero product shot of the serum bottle centered vertically, left panel
dominant and lifestyle-forward, right panel clean and product-focused,
natural text zone in the upper area of the right white panel for headline
placement and a CTA zone at the bottom of the right panel, soft consistent
light direction across both panels, 50mm lens, premium beauty lifestyle
photography
70/30 skincare ad: lifestyle shot of a woman applying serum on the left, white product panel with headline and shop now button on the right
Combined power - the full layout stack in one static

The dominant panel does the emotional work. The narrow white panel does the product and copy work. The hard line between them makes the relationship instant.

And notice the order: eighteen words of layout before the woman even shows up. That's the whole trick.

Note

Layout controls composition, but realism is its own battle - lens choice, lighting, and texture imperfections. That's covered in the photorealism triggers and negative prompting guides.

Conclusion: Structure First, Everything Else Second

If you take four things from this page, take these:

1. Decide the layout before anything else. The layout tells you how many images you need, where the subject goes, where the product goes, and where the text lives. Every other decision serves it.

2. Match the layout to the message weight. Equal states get 50/50. Dominant story gets 70/30. Sequence gets a strip. If the layout's logic contradicts your message, the viewer feels it even if they can't name it.

3. Put layout keywords first in the prompt. Early tokens win. Structure before subject, every time.

4. Copy never crosses a divide. The one-sentence fix for half the broken statics in any ad library.

Now the question back to you: which of the ten do you actually run? My bet is you're leaning on two of them and haven't touched the other eight. Pick one you've never tested and put it in your next batch - then come tell us how it performed in the community.

Free resource

The full prompt keyword cheat sheet for all 10 layouts lives in the Steal Those Ads Skool - copy-paste ready.

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