Content does not consistently drive product discovery
Marketplace Growth · AI-POWERED SERVICE
Connect content, creators, live commerce, catalog, and paid amplification.
Build a TikTok Shop growth system connecting product listings with short-form content, creators, affiliate activity, live commerce, promotions, and conversion learning.
01 · DIAGNOSE
When is this the right priority?
Use TikTok Shop when commerce performance depends on the connection between catalog quality, creator content, live activity, affiliates, and paid distribution.
Creator and affiliate activity is fragmented
Live commerce lacks repeatable merchandising
Paid amplification is disconnected from organic content
02 · BUILD
What we deliver
Scope is adapted to your maturity, resources, platform, and business bottleneck. Deliverables are designed for real operations, not just presentation decks.
Shop & catalog readiness
Define, implement, and document this work so it can be executed, reviewed, and improved over time.
Content-to-commerce plan
Define, implement, and document this work so it can be executed, reviewed, and improved over time.
Creator & affiliate support
Define, implement, and document this work so it can be executed, reviewed, and improved over time.
Commerce learning loop
Define, implement, and document this work so it can be executed, reviewed, and improved over time.
03 · AI OPERATING LAYER
Human strategy. AI-assisted execution.
AI summarizes comments and reviews, clusters product hooks, drafts creator briefs, and organizes affiliate performance. Humans control claims, pricing, promotion, and compliance.
AI · research & pattern recognitionHuman · strategy & judgementQA · before publish / activation
04 · OPERATE
From discovery to a learning loop.
We start with the problem, baseline, and decisions that need to improve—not with a tool.
Discover
Clarify the current state, define the system, implement with QA, then use results to improve the next cycle.
Design
Clarify the current state, define the system, implement with QA, then use results to improve the next cycle.
Build
Clarify the current state, define the system, implement with QA, then use results to improve the next cycle.
Optimize
Clarify the current state, define the system, implement with QA, then use results to improve the next cycle.
05 · MEASURE
How progress is measured
Each metric needs a baseline and a decision it can support.
Product discovery
Track this against an agreed baseline and use the result to guide the next decision.
Content-to-order conversion
Track this against an agreed baseline and use the result to guide the next decision.
Creator productivity
Track this against an agreed baseline and use the result to guide the next decision.
Live commerce efficiency
Track this against an agreed baseline and use the result to guide the next decision.
06 · FAQ
Frequently asked questions
What is included in TikTok Shop?
Scope is adapted to your current maturity, platform, team, and business objective. We start with a baseline, agree priorities, then implement and measure the work that matters most.
How does AI support TikTok Shop?
AI summarizes comments and reviews, clusters product hooks, drafts creator briefs, and organizes affiliate performance. Humans control claims, pricing, promotion, and compliance. AI is used as an operating layer, not as a replacement for accountable specialist judgment.
When is TikTok Shop the right starting point?
Use TikTok Shop when commerce performance depends on the connection between catalog quality, creator content, live activity, affiliates, and paid distribution.
Can this service connect with other Sorotnamedia capabilities?
Yes. We connect adjacent capabilities when they influence the same customer journey, measurement problem, or commercial outcome.
07 · CONNECT
Related services
Connect adjacent capabilities when they shape the same customer journey.
START WITH THE BUSINESS PROBLEM
Not sure which capability should come first?
Share the objective, bottleneck, channels, and resources you already have. We will map the most useful first move.