llode is the experiment infrastructure for ad creative. It isolates which variable — hook, creator, format, emotion, CTA, or selling-point — drove your ROAS, and identifies which variable belongs in the following controlled move. llode is not an ad agency, creative generator, or analytics screen. It's a controlled-experiment system that produces ROAS-attributed insights and feeds a cross-brand benchmark data layer.

llode is for performance brands that need to know their next creative move before spending more. It is built first for DTC and ecommerce brands, but the system is not limited to DTC: any brand running paid creative experiments can use the same variable isolation loop.

How is llode different from creative analysis tools?

Generic creative analysis tools usually read engagement patterns within one account. llode runs controlled experiments that hold all variables fixed except one, attribute ROAS at the variable level, and contribute findings to a cross-brand benchmark layer. One brand's data is never a benchmark; llode's category-level layer is what no single account workflow can replicate.

What does a llode experiment look like?

A llode experiment starts with a source pack, isolates one variable, defines a control and challenger, locks the remaining variables, and creates a Candidate Brief before the run. After the result is saved, llode turns the outcome into a Decision Report and a reusable decision record.

How much does llode cost?

The Founder Program completes the first decision loop for selected brands that share source material and results. Founder continuation is priced per decision cycle for brands ready to keep reading new results and filing decision records.

What does llode NOT do?

llode does not produce creative, source creators, run media buying, manage campaigns, or build landing pages. It is the experiment design, analysis, reporting, and decision-record layer. Brands keep their existing agencies, creators, and ad accounts.

What is variable isolation?

Variable isolation is the methodology of testing creative elements one at a time — hook, creator, format, emotion, CTA, selling-point — while keeping all other variables fixed. This produces clean ROAS attribution at the variable level, instead of guessing why an ad performed well or badly.

What is the difference between a Candidate Brief and a Decision Report?

A Candidate Brief is the pre-run experiment design: what variable to change, what to keep fixed, and how to measure the result. A Decision Report is created after the run result is saved. It explains what changed, what won, and what should enter the next decision queue.

Experiment Infrastructure

Design the experimentbefore the ad runs.

Your brand gets the next creative move, fixed control conditions, and a reusable decision record before the next test begins.

Start first decision loop →

One variable · fixed controls · decision memory

Variable isolation engine

SourcesAd sourceProduct pageContextResult-first hook

Source Isolate Brief Result Winner read Filed Next test

Source enters Meta, product page, and launch context loaded.

Variable isolatedResult-first hook

Controls fixedCreator + offer

Record statusFiled

Selected variable

filed

Creator

fixed

Offer

fixed

Decision MemoryResult-first hook tested. Creator and offer stayed fixed.

InputAd source and product context.

DesignOne variable selected.

BriefControlled test generated.

RecordRegistry seed created.

The hidden pattern

Every ad has a structure. Most brands can't read it yet.

Every ad contains measurable variables.
The system isolates which one moved your ROAS.

The number without the reason

ROAS 2.4x — but which variable produced it?

The memory each decision needs

"Result-first hook + Expert creator = 3.8x ROAS." That is the proof your next creative decision can use.

The real moat

One brand's data is never a benchmark.

You can analyze your own ads. That shows you what happened.
Your brand also needs the category context that makes each new test sharper.

LAYER

N+1

Method thesis

ROAS tells you the result. Variable isolation shows which variable caused it.

READ METHOD →

Input to Brief

First Decoder Free

Inputs become a controlled experiment brief.

llode checks the ad source, product page, and launch context, then defines the first variable to isolate before budget goes live.

Ad sourceProduct pageLaunch contextCandidate brief

1variable isolated

6+variable system

24hbrief window

Decoder intakepre-run

Input 01Ad source

URL, screenshot, copy, or current creative material.

Input 02Product page

Offer, proof, price, and page promise checked against the ad.

Input 03Context

Launch stage, category, spend ceiling, and available result data.

CheckAd promise vs. page proof

CheckVariable clarity and proof depth

CheckReview count and trust gap

CheckVariable conflict before launch

Candidate Brief Change one variable first. Keep the rest fixed.

Output: variable to isolate, control conditions, and the controlled test that can become a report record.

Brief to Report

Make the conversion path visible.

The first Decoder is not the final product. It is the first structured record. Once the result is saved, llode can deepen it into a report, registry entry, and decision model seed.

Brief first. Report after result. Registry becomes model memory.

Creative Decoder Brief

One variable to change first.

Fast enough for pre-run decisions. Structured enough to seed the registry.

→

Creative Decoder Report

Evidence after the result.

Result, confidence, controlled variables, and the next controlled test.

→

Experiment Registry

Memory that compounds.

Category, variable, condition, and result become reusable pattern data.

01Result returnsLift comes back from the controlled test.

02Readable winnerOnly the result angle changed.

03Controls fixedCreator, offer, and format stayed locked.

04Decision filedLearning becomes reusable brand memory.

Experiment 003 · Apr 17, 2026

llode

Variable isolation record — GlowLab Skincare

14 days · 4 variants vs control · Closed

ROAS lift

+0%

on the leading isolated variable

14-day trend · daily ROAS

Winner

3.8x

ROAS · Result-first

Confidence

High

stable across 14d

Variant	ROAS	Distribution
Result-first	3.8x
Question-first	2.6x
Problem-first	2.2x
Control average	2.1x

Decision Report opens after the result.

Start with one source-backed brief before budget goes live.

Start Decoder

Brief first · Decision Report after result · Brand memory record

Filed Apr 17, 2026

Report 003 · llode · cross-ref layer

Sample report · Actual data will vary by brand and category

Brand memory layer

Your brand gets smarter with every result.

A report is not the endpoint.Each isolated result becomes reusable brand memory so the next decision starts with stronger evidence.

Brand data layer Every result strengthens the decision model.

Each report records the variable the audience responded to, so the next creative decision starts from accumulated proof.

Brand memory N+1

The next decision starts from the last proof, not from a blank page.

Decision filedHook angle · +31% lift

→

Brand memoryRecord saved to the model

→

Next testStarts from stronger evidence

Brand Creative Memory signal / variable / next action

HookProblem-first hook lifted qualified clicksHookSaved

CreatorFounder voice increased trust signalCreatorMapped

FormatRoutine demo clarified product proofFormatMapped

CTATrial CTA improved purchase intentCTAMapped

Creative quality system This is not a static report. It becomes a reusable decision model.

Hooks, creators, offers, and CTAs become measurable assets the team can reuse.

Run to Report

Run one controlled move. Save one experiment record.

The brief defines the controlled test. The run produces evidence. The report saves the result, confidence, and next test as structured data.

Controlled testOne variable is isolated before the campaign goes live.

Evidence windowThe result is mapped back to the variable and fixed controls.

Brand memory seedResult, confidence, condition, and next test become reusable brand data.

Experiment run24-day loop

OnboardForm and pixel check

ExperimentCandidate brief sent

Ads liveBrand runs the test

D21

Data inCSV mapped to variables

D24

ReportEvidence saved

Decision ReportResult, confidence, fixed variables, and next test.

BriefRunReportRecord

Why now

Build brand memory before budget scales.

Early brands stop guessing before habits set in.
Larger brands cut repeated creative cycles before they get expensive.

Creative Variable Reference Layer — Beauty

Without shared structure · every brand starts from scratch

N = 0

comparable records

ROAS distribution by hook type

not comparable

CTR lift by creator type

not comparable

Conversion rate by format

not comparable

Emotion → action correlation

not comparable

Decision memory available: N = 0

No shared variable structure

↓

Each isolated result reduces the next guess.
Your brand keeps the memory. The benchmark layer makes it sharper.

Reference layer · brand memory

memory layer live

Brand 01

filed · 0 experiments

Brand 02

filed · 0 experiments

Your brand

recording · 0 experiments

Brand 04

open test

Brand 05

open test

…

next categories

Each filed experiment gives the next brand decision a stronger starting point.

Live test: Your brand

System boundary

The decision layer
your next experiment starts from.

A sharper creative decision for your brand, not another layer of opinion.

What your brand gets

✓

Experiment infrastructure — standardized testing methodology, brand-agnostic, reproducible across categories

✓

Variable isolation engine — controls for confounding factors, attributes ROAS movement to a single creative element

✓

Benchmark data layer — your brand keeps its own memory while anonymized patterns make future reads sharper.

✓

System-generated next test — the controlled test your team can execute. Not opinion. Not advice.

What it does not replace

✗

A consultant — no human opinion, only system output

✗

A creative production agency

✗

A media buying or campaign management service

✗

A creator sourcing platform

✗

A self-serve analysis screen

✗

A landing page or CRO consultancy

The system identifies which variable drove your ROAS —
and which variable belongs in the following controlled move.

Pricing

Your first decision loop is free.
The memory compounds after that.

Founder Program gives selected brands one controlled loop.
Founder Continuation keeps each readable result in brand memory.

START HERE

Founder Program

First Decision Loop

Free

One controlled test loop: source read, fixed controls, result read, and one decision record.

Founder Continuation

Decision Cycle

$97–$297/cycle

Founder rate

Keep filing readable results into brand memory, benchmark reads, and the next controlled test.

Continue the loop

After memory forms

Registry Tier

TBD

Repeated decision records, benchmark reads, and category pattern memory once enough results exist.

Future registry layer

High-touch

Growth

Custom

Full variable matrix, integrations, and budget-stage decision loops for brands with repeated result data.

Custom layer

Requirements

Bring source material. When the first result arrives, llode files the decision and adds it to your brand memory.

Each decision record strengthens brand memory and the anonymous category benchmark. Results vary by brand, category, and execution quality.

Decision layer

Your stack shows performance. llode isolates the next variable.

	Agency	Generic analysis	Analytics	llode
What your brand gets	Make + run ads	Read your own ads	Show what happened	Variable worth proving next
Next creative decision	Operator judgment	Pattern summary	After-the-fact metric	Variable-level proof
ROAS attribution	Campaign	None	Campaign	Variable-level
Experiment design	—	—	—	Controlled isolation
Memory over time	Brand notes	Account history	Dashboard history	Brand memory + benchmark
Output	Creative recommendation	Pattern summary	Performance report	Decision record + next test
Cost	10–15% of ad spend	DIY · 30 min setup	$129–999/mo	Free first loop → founder continuation

Keep your agency. Keep your stack. Their outputs become your brand memory.

Design the experimentbefore the ad runs.

Every ad has a structure. Most brands can't read it yet.

The number without the reason

The memory each decision needs

One brand's data is never a benchmark.

Inputs become a controlled experiment brief.

Make the conversion path visible.

One variable to change first.

Evidence after the result.

Memory that compounds.

Variable isolation record — GlowLab Skincare

Decision Report opens after the result.

Your brand gets smarter with every result.

Run one controlled move. Save one experiment record.

Build brand memory before budget scales.

Creative Variable Reference Layer — Beauty

Reference layer · brand memory

The decision layeryour next experiment starts from.

Your first decision loop is free.The memory compounds after that.

Your stack shows performance. llode isolates the next variable.

See the variable that's deciding your ROAS.

The decision layer
your next experiment starts from.

Your first decision loop is free.
The memory compounds after that.