HEISTA

Creative Intelligence

Creative Intelligence Model

Decoder

Turn any winning ad into a system you can run.

That ad running for 90 days in your vertical? There is a formula underneath it. A hook type that stops the scroll. A beat sequence that builds tension. A psychological architecture that makes the viewer act. You can see all of it. You can use all of it. Decoder extracts the invisible structure behind any winning ad and turns it into a creative system you can rebuild for your brand.

What Decoder sees: The invisible architecture inside every winning ad

The PatternMap
Every ad has a structure. Opening, tension, delivery, validation, close. Decoder finds the beat sequence, names each section, and shows you why they appear in that order.
The hook that stops the scroll
Decoder identifies the hook type, how long it holds before the viewer decides to stay, and why it works for this specific audience. Named, not guessed.
The formula you can rebuild
Format, angle, narrative mode, funnel stage. Not labels you file away. A reusable creative system you can run with your own brand, product, and voice.
The psychology driving conversion
Which persuasion principles fire in each section. Where loss aversion kicks in. Where social proof stacks. Where the viewer decides to buy. Named, timed, and mapped.
The visual playbook
Every cut, every framing choice, every lighting decision. The director-level production guide you can hand to a creator and say: shoot it like this.
The layers underneath
Real ads stack multiple ideas inside a single scene. Decoder separates them. You see each layer independently so you know exactly what to keep, what to cut, and what to steal.

Structure, not surface

Swipe files show you what the ad looks like. Analytics tell you what performed. Neither tells you why the ad works. Decoder does. Which psychological triggers fire, in what order, at what timestamps, and what breaks if you change the sequence.

A swipe file says "save this testimonial ad." Decoder says "this ad opens with an Authority Hook at 0:00, earns credibility through a contrarian claim at 0:03, transitions to a Discovery Moment at 0:08, and closes with an Identity Hook at 0:22 that aligns the product with how the viewer sees themselves."

That is the difference between saving an ad and owning the system behind it.

Every creative decision gets sharper

  • Steal the system behind a competitor's best ad. You see an ad running for 90 days. You know it is working. You do not know why. Decoder shows you the formula so you can rebuild it for your brand instead of guessing.
  • Find what actually wins in your category. Decode 20 ads in your vertical. See which hook types, formats, and psychology missions keep showing up. Stop copying surfaces. Start running the structures that win.
  • Brief creators with the formula, not a screenshot. Instead of "make something like this," hand your team the decoded system. Beat structure, psychology map, visual playbook. The brief writes itself.
  • See what you cannot catch by watching. A 30-second ad has 5 structural beats, 12 cuts, and 4 active persuasion mechanics. You will never catch that by watching. Decoder sees it in seconds.
  • Decode first, then generate. Before you write the next script, brief the next creator, or generate the next AI video, decode what already worked. That is the difference between prompting from scratch and building from a proven system.

Three surfaces. Same intelligence.

Run in the Shop
Full decode interface with video playback, beat timeline, and visual output. Decode history saved to your library. The fastest way to see Decoder work.
Build with the API
Embed Decoder into your own tools, dashboards, or creative pipelines. One call, structured output, ready for your stack.
Install the Skill
Give Claude the ability to decode ads. Run Decoder inside the AI workspace where you already think, plan, and build.

Turn one ad into an entire system

Decoder takes a single ad and returns the structure behind it. Timing, psychology, sequence, and logic. Not a summary. The actual architecture.

  • See exactly why an ad works
  • Break any ad into its structural beats
  • Extract the formula behind it
  • Identify the hook type and why it stops scroll
  • Understand how tension is built and resolved
  • See what persuasion techniques drive conversion
  • Know where the ad wins or loses attention
  • Rebuild it for your brand using the same structure
  • Brief creators with precision instead of guesswork
  • Turn one ad into multiple variations

Then scale it

Decode 50 ads. Decode 100. Turn an entire ad account or competitor library into structured intelligence. The patterns show up fast.

  • Find patterns across your winning ads
  • Identify your highest-performing formulas
  • Understand what consistently drives results
  • Compare your ads vs competitors
  • Spot gaps in your creative strategy
  • See which hooks, angles, and structures scale
  • Turn 50-100 ads into a structured playbook
  • Build your own "what works" database
  • Replace guesswork with evidence-backed decisions

The missing layer: Generation is not the hard part anymore. Knowing what to generate is.

Everyone is connecting Claude to Arcads. Sending scripts to Kling. Generating UGC at scale. The production layer is solved. The problem is they are generating from prompts. Not from proven structure. That is why most AI ads look the same and perform the same. Decoder is the step before generation. Decode what worked first. Then generate from the system, not from scratch.

Winning ad → Decoder → System → Generate

Model card: Decoder 1.0

A creative intelligence model trained on structured ad data. Classifies across 325+ creative dimensions. Produces 50+ structured fields per decode that no general AI model can replicate. Gets stronger with every ad it sees.

Training data
1M+ creative decisions decoded in the structured dataset spanning 22 verticals.
Classification dimensions
325+ total: 28 video types, 68 platform behaviour modes, 25 creative formats, 22 algo intents, 21 marketing angles, 22 behavioural roles, 16 psychology missions, 12 cognitive biases, 100+ beat subtypes, plus 280+ vision taxonomy values (framing, angle, camera, lighting, expression, transitions).
Per-decode output
50+ structured fields: beat sequence with timing, per-beat linguistic DNA (sentence shells, slots, cadence, POV), hook classification, psychology map with behavioural principles, platform mode, formula fingerprint, vision playbook per cut, feature compatibility, structural similarity scoring, and compiled executable framework.
Decode time
Under 60 seconds for any video ad up to 120 seconds.
Evaluation
Every decode scored across 6 dimensions (pattern_map, beats, formula, psychology, visual_playbook, ad_intel) against golden fixtures. Structural correctness gated at 99%. Creative accuracy tracked per dimension.

Your next winning ad starts here.

Decode what works. Build from the system. Creative intelligence for modern marketers.

Creative Intelligence Model

Decoder1.0

Turn any winning ad into a system you can run.

Decoder — the first Creative Intelligence Model from Heista

See the formula inside
every winning ad.

Decoder extracts the invisible structure behind any winning ad and turns it into a creative system you can rebuild for your brand.

The hook type. The beat sequence.
The psychology. The visual playbook.
Every structural decision that makes a winning ad win.

This ad scaled for 87 days.

Now you can see why.

Live interactive formula decode

6 beats. 23 seconds. Curiosity Spike hook.
Loss Aversion psychology.

The difference

Structure, not surface.

Every tool in 2026 works at the surface. Ad libraries save screenshots. Analytics measure performance. AI platforms describe what they see. No tool, no model, no platform extracts the structural formula underneath a winning ad. Decoder is the first that does.

Swipe file

IMG
Save this testimonial ad
IMG
Good hook, UGC style
IMG
Nice product reveal

Surface-level. No structure. Cannot be rebuilt.

Decoder

0:00
Authority Hookcontrarian claim
0:03
Contextcredibility through specificity
0:08
Discovery Momentproduct as resolution
0:22
Identity Hookviewer self-alignment

Structural. Timed. Rebuildable.

That is the difference between saving an ad and owning the system behind it.

What becomes possible

Every ad you see becomes
a system you can run.

Scaling Ad
Decoder
Ad Formula
Ad Creation
01

Steal the system, not the surface

That ad running for 90 days has a formula underneath it. Decoder shows you the formula so you can rebuild it for your brand.

02

Find what wins in your category

Decode 20 ads in your vertical. See which hooks, formats, and psychology keep showing up. Run the structures that scale.

03

Brief with the formula

Hand your team the decoded system. Beat structure, psychology map, visual playbook. The brief writes itself.

04

See what watching misses

5 structural beats. 12 cuts. 4 active persuasion mechanics. In 30 seconds. You will never catch that by watching.

05

Decode first, then generate

Before the next script, brief, or AI video. Decode what already worked. Build from the system, not from scratch.

06

Feed any generation pipeline

Decoded formula into script. Script into Arcads, Kling, or any AI video tool. Generation from structure, not a blank prompt.

The PatternMap

Every ad has a structure. Decoder finds the beat sequence, names each section, and shows you why they appear in that order.

Story Start
Relatability Setup
Inefficiency Pain
Feature Cascade
Before/After Proof
Cost/Benefit Shift
Redirect
0:00
0:04
0:12
0:18
0:30
0:37
0:44
0:47
0:00
Story Start
0:04
Relatability Setup
0:12
Inefficiency Pain
0:18
Feature Cascade
0:30
Before/After Proof
0:37
Cost/Benefit Shift
0:44
Redirect

The hook that stops the scroll

Decoder identifies the hook type, how long it holds, and why it works. Named from a library of proven types, not guessed.

Story Start

Hook type — named, not guessed

3.2s

Hold duration

Decision point

Opens an information gap the viewer needs resolved. Attention held by withholding, not shouting.

The visual playbook

Every cut classified. Framing, camera, movement, lighting, energy. The production guide you hand to a creator and say: shoot it like this.

0.0s
close-up product
0.0s – 0.8s
0.8s
talking head
0.8s – 1.3s
1.3s
close-up product
1.3s – 1.9s
1.9s
talking head
1.9s – 2.4s
2.4s
close-up hands
2.4s – 3.4s
3.4s
talking head
3.4s – 3.9s
3.9s
close-up hands
3.9s – 5.1s
5.1s
talking head
5.1s – 6.0s
6.0s
close-up hands
6.0s – 7.4s
7.4s
talking head
7.4s – 8.0s
8.0s
close-up hands
8.0s – 8.6s
8.6s
product in hand
8.6s – 9.9s
9.9s
talking head
9.9s – 10.5s
10.5s
close-up face
10.5s – 11.8s
11.8s
talking head
11.8s – 12.6s
12.6s
b-roll lifestyle
12.6s – 13.5s
13.5s
talking head
13.5s – 14.2s
14.2s
b-roll lifestyle
14.2s – 15.0s
15.0s
talking head
15.0s – 15.6s
15.6s
close-up hands
15.6s – 17.5s
17.5s
talking head
17.5s – 19.0s
19.0s
close-up face
19.0s – 20.7s
20.7s
talking head
20.7s – 21.6s
21.6s
close-up detail
21.6s – 23.3s
23.3s
talking head
23.3s – 23.8s
23.8s
close-up detail
23.8s – 24.6s
24.6s
talking head
24.6s – 25.5s
25.5s
close-up hands
25.5s – 26.3s
26.3s
talking head
26.3s – 27.2s
27.2s
product in hand
27.2s – 28.5s
28.5s
talking head
28.5s – 29.0s
29.0s
product in environment
29.0s – 29.9s
29.9s
talking head
29.9s – 30.5s
30.5s
b-roll lifestyle
30.5s – 31.4s
31.4s
talking head
31.4s – 32.1s
32.1s
unboxing
32.1s – 33.1s
33.1s
talking head
33.1s – 33.7s
33.7s
close-up product
33.7s – 35.8s
35.8s
talking head
35.8s – 37.0s
37.0s
product in hand
37.0s – 39.0s
39.0s
talking head
39.0s – 40.0s
40.0s
b-roll lifestyle
40.0s – 42.0s
42.0s
talking head
42.0s – 43.1s
43.1s
b-roll lifestyle
43.1s – 43.8s
43.8s
talking head
43.8s – 46.0s
46.0s
product in hand
46.0s – 47.9s
BeatFramingCameraCutsPacing
Curiosity Spike
Close-up / THHandheld7Fast
Curiosity Spike
Close-up / THHandheld7 cutsFast
Problem Frame
TH / Close-upMixed8Fast
Problem Frame
TH / Close-upMixed8 cutsFast
Pain Amplifier
B-Roll / THLocked6Medium
Pain Amplifier
B-Roll / THLocked6 cutsMedium
Discovery Moment
Close-up / THHandheld13Rapid
Discovery Moment
Close-up / THHandheld13 cutsRapid
Social Proof
TH / UnboxingMixed6Medium
Social Proof
TH / UnboxingMixed6 cutsMedium
Reframe
TH / B-RollLocked5Medium
Reframe
TH / B-RollLocked5 cutsMedium
Urgency CTA
Product in HandHandheld1Hold
Urgency CTA
Product in HandHandheld1 cutsHold

Every ad has three coordinates.

Format. Angle. Psychology. The three dimensions that define why an ad works. Decoder extracts all three and turns them into a formula you can run with your brand, your product, your voice.

FORMATTalking Head + B-RollProblem → SolutionANGLELoss AversionPSYCHOLOGYFORMULA

The psychology driving conversion

Which persuasion principles fire in each beat. Where loss aversion kicks in. Where social proof stacks. Named, timed, mapped to the structure.

Problem Frame
Loss AversionStatus Quo Bias
Frames inaction as losing
Pain Amplifier
Sunk CostSocial Comparison
Escalates cost of staying
Social Proof Stack
BandwagonAuthority Bias
Reduces risk of switching

Model specification

Decoder 1.0

Creative intelligence model. Trained on structured ad data.

1M+

Creative decisions decoded

training data

1,350

Parameters per decode

output

99%

Structural accuracy gate

quality threshold

<60s

Decode time

any ad up to 120s

Hook classificationThe exact mechanism. Curiosity Spike, Benefit Drop, Identity Call, Pattern Interrupt. Named from a library of proven types.
Beat sequence5-9 structural beats per ad. Each timed, classified by subtype, tagged with behavioural principles.
Linguistic DNAPer-beat sentence structure as reusable shells. Grammatical shape, word slots, cadence, POV.
Psychology mapWhich psychological mission drives the ad. Which cognitive biases fire. Which beats trigger them. Mapped to timestamps.
Platform behaviour68 platform-native modes across TikTok, Reels, Shorts, and Facebook. How the algorithm reads the creative.
Formula fingerprintCreative format + marketing angle + psychology mission. The DNA of the ad in three coordinates.
Visual playbookEvery cut classified. Framing, camera, movement, lighting, energy, transitions. Director-level production intelligence.
Structural similarityWhere this ad sits relative to every other decoded ad. Which formulas cluster. Which patterns scale.
Executable frameworkA compiled creative system. Run it with your brand, your voice. The framework IS the prompt.

Compounding intelligence

Structural accuracy

Every decode is scored across multiple dimensions against a golden fixture set. Structural correctness is gated at 99%. Output that does not pass does not ship.

Formula clustering

Decoder identifies which ads share the same formula. You see what patterns cluster together, which structures repeat across winners, and where the gaps are.

Vertical depth

More ads decoded in your category means better pattern detection, more accurate hook type classification, and stronger recommendations for what to build next.

Decoder

A new kind of
ad intelligence.

Ad Analytics
Decoder
Ad Creation

Ad Analytics

You know which ads are running. You know the spend, the impressions, the days active. You can see what is winning. But you cannot see why.

Decoder

The layer in between. Decode why it works. Extract the formula. Then generate scripts, hooks, and concepts from the winning structure.

Ad Creation

Scripts, hooks, briefs, and ad concepts built on proven structure. Not from a blank prompt. From a system that already works.

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HEISTA

Creative Intelligence
for modern marketers.

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