Knowledge Hub

How TikTok Shop is actually run.

Field notes from running shops for 7 to 9 figure brands: the unit economics, the creator systems, the paid plays, and the turnarounds. The mechanics, not the motivation.

11pieces in the pipeline · filter by what you need

Featured
Unit economicsComing soon

The margin gate: the math to run before you launch on TikTok Shop

Half of TikTok Shop failures are unit economics, not content. The exact calculation, fees and commission included, that decides whether a launch can ever be profitable.

Featured
Launch & setupComing soon

The 72-Hour Sprint: a launch the algorithm can't ignore

The exact sequence we run in the first 72 hours: creator seeding, the first paid trigger, and the signal that tells us it's working.

Featured
Case studiesComing soon

From £1.5k to £30k a month: a UK wellness turnaround

One brand, stuck at £1.5k a month for a year. The diagnostic that found the bottleneck, and the 90 days that followed.

Creators

Why 84% of a week's GMV comes from videos older than a month

The volume math behind a full feed: why last month's videos still do the heavy lifting, and what that means for your creator budget.

Volyat team · 6 min read
Creators

The Booster Stack: how three creator tiers flood the feed

Micro, mid, and anchor creators, each doing a different job. The stack that keeps the feed full without paying for volume twice.

Volyat team · 8 min read
Paid & GMV Max

Proof-Gated Thrust: the only time to actually turn on paid

Paid spend before proof just burns the budget faster. The gate we check before a single dollar goes to GMV Max.

Volyat team · 5 min read
Creators

The score that decides budget: grading every video 0 to 5

Every video gets a number before it gets a dollar. The scorecard, and why it keeps the system honest.

Volyat team · 6 min read
Paid & GMV Max

GMV Max vs manual bidding: when to switch

GMV Max isn't always the answer. The signal that tells you when to hand the wheel to the algorithm, and when not to.

Volyat team · 6 min read
Creators

The creator brief template that cuts revisions in half

A vague brief costs a full revision cycle. The template that gets a usable first cut, most of the time.

Volyat team · 4 min read
Launch & setup

Why most TikTok Shop launches fail in week one

Not the content. Not the creators. The setup mistake that kills a launch before the algorithm gets a fair look.

Volyat team · 5 min read
Unit economics

Reading a GMV Max dashboard like an operator

The four numbers that matter on a GMV Max dashboard, and the ones that are just noise dressed up as a metric.

Volyat team · 7 min read

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