Creative Performance
Turn creative into a testing system instead of a list of videos to deliver.
D2 connects research, hooks, angles, formats, creators, production, distribution signals and iteration into one learning loop for TikTok Shop, GMV Max, Shopee and paid media.
- ✓ UGC/KOC
- ✓ Testing matrix
- ✓ AI source clips
- ✓ Keep · Kill · Iterate
Direct answer
What is Creative Performance?
Creative Performance means producing content around testable hypotheses. Each asset should have a clear variable, distribution context, keep/kill/iterate signal and a learning that feeds the next brief.
Operating problem
What this service is designed to fix
D2 starts from the operating failure mode before choosing tactics, tools or output volume.
- High video output without knowing what each asset is testing.
- Winning hooks are copied rather than developed into controlled variants.
- UGC/KOC delivery is disconnected from Ads and commerce learning.
- Creative fatigue arrives before the next quality batch is ready.
Scope
Core execution scope
Final scope depends on the brand, platform access, data coverage and ownership agreed during onboarding.
- Product, audience and offer research
- Hook-angle-format testing matrix
- UGC, KOC, performance video and AI source clips where appropriate
- Creative tagging and asset library
- Performance diagnosis and winner iteration
- Briefing loop for the next production batch
Operating loop
How D2 turns the scope into a repeatable cadence
The workflow needs explicit inputs, owners, review points and a rule for what changes next.
- Define the hypothesis and variables to test.
- Produce a tagged batch across creator, hook, angle, format and offer.
- Distribute through the relevant channel and collect performance signals.
- Review keep/kill/iterate decisions in performance and margin context.
- Feed learning into the next production priority.
Evidence
Data and proof used to support decisions
D2 separates source evidence from assumptions and keeps missing or unresolved inputs visible as exceptions.
- Creative asset log and testing tags
- Distribution, Ads or GMV Max signals when available
- CTR, CVR, CPA/CPO or commerce outcomes by scope
- Creator profile and usage-right status
- Batch-to-batch learning notes
Measurement
Metrics are read in business context
No single metric proves success. D2 connects operating signals to revenue, cost, contribution and the next decision.
- Testing velocity
- Usable creative output
- CTR / hold / click signals by channel
- Conversion / CPA / CPO when available
- Winning creative rate
- Time from learning to next iteration
Boundaries
What needs to be explicit before execution starts
Clear boundaries protect measurement quality and prevent one service from being treated as every e-commerce task.
- No guarantee that every asset becomes a winner.
- Creator/talent, studio, product samples and usage rights are separate costs when applicable.
- AI source clips are used only where brand and product accuracy can be maintained.
Engagement
Scope follows the production system and testing workload, not a fixed public price table.
D2 defines formats/batches, creators/talent, usage rights, research depth, testing cadence and reporting before issuing a proposal.
Contact for proposalFAQ
Frequently asked questions
How is Creative Performance different from ordinary video production?+
D2 organizes production around hypotheses and a testing matrix. Hooks, angles, formats, creators and offers are tagged so distribution results become learning for the next batch instead of only delivery counts.
Does D2 produce UGC/KOC or AI video?+
D2 can use UGC, KOC, performance video, AI source clips or a combination. Format selection depends on product accuracy, trust requirements, variation speed and the hypothesis being tested.
How is a winning creative scaled?+
D2 preserves the mechanism that appears to work and varies controlled dimensions such as creator, opening visual, proof, offer or pacing so the next test remains interpretable.
Can Creative be connected to GMV Max?+
Yes when scope and data allow it. D2 reads creative signals alongside Ads/GMV Max, conversion and SKU economics to prioritize the next batch.
Does D2 guarantee that a specific video will win?+
No. Creative Performance is a system for increasing testing and learning velocity; individual asset outcomes still depend on product, offer, distribution, audience and market conditions.
How is pricing determined?+
The website does not publish a fixed price table. The proposal depends on output volume, formats, creators/talent, usage rights, research/testing depth, production complexity and reporting scope.