Content is costly and slow
Live shoots and outsourced production are expensive and slow, and cannot sustain a multi-market, multi-SKU content cadence.
KEMUZI · Brand growth systems for the AI era
Be seen in AI decisions, and let good content keep growing.
Two business lines back this goal: AI ad creative generation turns real footage into auditable, traceable cuts; multi-mode GEO turns AI decisions from guesswork into executable diagnosis.
- Persona simulation × multi-factor analysis
- Human review & version traceability
- Same-condition retest
KEMUZI CREATIVE SUITE
WHY NOW · 背景
Three new problems in brand growth
Localization is not translation
Decision logic, language habits, and trust signals differ across markets; literal translation rarely triggers real purchases.
Discovery is moving to AI
More buyers ask, compare, and verify with AI directly. Whether a brand makes the shortlist depends on how AI understands and presents it.
- Real decision scenarios
- Multi-market observation
- Complete evidence retention
- Human review
- Same-condition retest
DUAL GROWTH ENGINES · 内容增长双引擎
Remix workbench × GEO — delivered independently, stronger together.
Each business is delivered on its own; when combined, GEO insight feeds back into remix topics and scripts.
BUSINESS 01 · AI AD CREATIVE
AI ad creative generation
Real footage enters the workbench. AI drafts the script, voice follows, shots assemble into a storyboard, and people swap shots, tune voice, and approve the cut. Every step is previewable, editable, and traceable.
- Video remix: from footage to multi-version cuts
- Creative growth: managed creative & ad assets
- Human in the loop: every version has a review record
Cut preview · Brand story EP-07
00:00:09:00Subtitles · synced to VO
Good flavor starts at 4 a.m.
Video
Shot 01Shot 02Shot 03Shot 04Shot 05
Subtitles
The city sleeps, one light stays onGood flavor starts at 4 a.m.Twelve steps, none skippedOld craft, new storyWorth the wait
Voiceover
Music
BUSINESS 02 · GEO
GEO (generative engine optimization)
Start from real buyer decision tasks. Persona simulation and multi-factor analysis show how your brand performs across markets, stages, and concerns — and connect every finding to action and same-condition retests.
- Visibility baseline & competitor reference
- Industry buyer simulation & enterprise buyer committee
- Execution, launch & same-condition retest
KEMUZI GEO · PERSONA VIEW
Simulated buyers & decision conditions
Decision roleGerman market · high-consideration buyer
Task: compare 2–4 candidates, verify reliability and support
Decision conditions
- Market
- Stage
- Concerns
- Evidence
How does this product compare with similarly priced rivals on durability and support?
ObservationThe same brand earns its shortlist spot for different reasons under different decision conditions.
Scope: remix owns scaled content production and optimization; GEO owns diagnosis, evidence governance, and retesting for generative search.
WHAT YOU RECEIVE
Every engagement compounds into checkable deliverables.
Baseline overviewBuyer decision mapPage & content briefsRetest reportsEvidence listsSubtitlesVoiceover & BGMRatio adaptationLocal reworkVersion traceabilityMultilingual versions
A PRACTICAL GEO LOOP
We don't just observe whether you appear — we explain why, and connect the next action.
- Rebuild the buyerTasks, constraints, concerns, and evidence needs.
- See the differencesCompare markets, stages, and decision conditions.
- Find the causesLocate fact, phrasing, evidence, and market-fit problems.
- Execute and retestConnect to pages, content, owners, and comparable retests.
EVIDENCE FUNNEL · 证据漏斗
From real corpus to an executable question set, every layer stays traceable
- Public corpus
- Intent filtering
- Condition tagging
- Core question set
The diagram shows mechanism proportions only; actual scale depends on project scope.
- 4GEO engagement modes
- 6public analysis factors
- 4steps in the execution-retest loop
- 6stages in the remix pipeline
Four engagement modes, chosen by your current question
SCENARIOS
These are the situations we already work in.
Teams start from different places — all can begin with a small, verifiable scope.
Entering a new market? See how AI introduces you first
The same brand faces different buyer questions, competitor references, and evidence bases across markets. Set a baseline before you spend.
Buyers need comparison, risk, and fit proof
In high-value decisions, which facts AI answers cite and which concerns they stress directly affects whether your brand makes the shortlist. A simulated buyer committee reconstructs what each role needs to see.
Footage exists — variants are missing
Turn historical footage into reusable shot assets and ship auditable versions per channel spec.
Don't see your scenario?
Start with one market, one set of real questions, or one batch of real footage.
START SMALL
Start with one market, one set of real questions, or one batch of real footage.
We first help you narrow the scope and set a baseline, then decide what is worth investing in next.
Book a consultation