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Clankers

TikTok Shop operating knowledge,

Your team already knows what good looks like. I find where the shop is leaking, turn that knowledge into rules, build them into your stack, and keep them running every day.

For established brands with a team already running TikTok Shop.
2,000+
Affiliate programs audited
$2B+
In GMV contributed to
#1
Employee and head of growth at Euka
3 sides
Tool, agency and brand side of TikTok Shop
Free

A full audit and one custom workflow, built for your brand

No cost · Starts with a 30 minute call
01

What you get

  • A written audit of your TikTok Shop: creators, affiliates, samples, GMV Max, and outreach
  • Every gap ranked by the revenue sitting behind it
  • One custom workflow that closes the biggest gap, installed in your stack and yours to keep
02

Who it is for

  • Established brands with real volume on TikTok Shop
  • A team already running creators, affiliates, or ads
  • TikTok Shop as one channel beside your site and Amazon, with room to grow
03

What happens next

  • Book a 30 minute call so I can see the operation
  • You grant read access to your TikTok Shop data
  • The audit comes back with the gaps, then I build the first workflow
Get your free auditIf the audit does not find anything worth fixing, you keep the report and I tell you so on the call.
Trusted byCAKES BodyClean Skin ClubUproot CleanProud Impact CollectiveOverCast Digital
Kristi Thompson, VP of Affiliate, CAKES Body
“Sohun brought AI into every part of our TikTok Shop affiliate program: sample approvals, creator outreach, our Discord community, weekly reporting and content angle analysis. It all runs as one system now, and he trained our team to own it. He was a godsend.”
Kristi Thompson
VP of Affiliate, CAKES Body
Cynthia Castro, Director of TikTok Shop, Clean Skin Club
“Clankers has helped us automate and streamline a lot of the manual work behind our TikTok Shop. They know the platform inside and out, and whenever we want a process automated, they’re who we go to.”
Cynthia Castro
Director of TikTok Shop, Clean Skin Club
Nicole Rondon, Director of Community, Uproot Clean
“I came to Clankers without knowing how to write a single line of code. Now I’m automating entire workflows with AI and building these systems myself. They didn’t just hand me a tool. They actually taught me how to spot the bottlenecks slowing our growth and actually fix them myself.”
Nicole Rondon
Director of Community, Uproot Clean
Alex Jangard, VP of E-Commerce, Proud Impact Collective
“We were running TikTok Shop for clients when we brought Sohun in, so what we needed was an overhaul in how we ran things. He helped us sharpen our offer, tighten our sales process, and turn how we deliver into documented, repeatable systems. Working with him was fantastic. His feedback was quick and thoughtful at the same time, and it always carried real weight. He held deliverables as the standard: on time, communicative, never behind. I’d highly recommend working with him.”
Alex Jangard
VP of E-Commerce, Proud Impact Collective
Eddie Hsieh, CEO, Overcast Digital
“Clankers brought AI-native processes into our fulfillment and trained our whole team to work that way. The briefs, reports and analysis that used to take up our week now get done in a fraction of the time, so our account managers can focus on strategy and growing our brands.”
Eddie Hsieh
CEO, Overcast Digital
Read the case studies
What you are paying for

Nobody pays for automation. They pay for three things it carries

01

Knowing what to build

After 2,000+ programs the leaks repeat: approvals done one at a time, content nobody tags, reports rebuilt by hand. I usually know which one is costing your shop before the first call ends.

02

Turning the ask into a rule

“Approve the good creators” becomes a GMV floor, one sample per creator and a cooldown. That translation is where internal AI projects stall.

03

Keeping it running

A rule that ran once is a demo. CAKES Body sample approvals have run every weekday since September, confirmed in Cruva and counted in Slack.

Where the revenue leaks

Four gaps show up in almost every TikTok Shop I audit

None of them show up on the dashboard. They show up as GMV that should have been higher, and they compound every week nobody is measuring them.

01

GMV Max keeps spending on tired creatives

Ad budget stays on videos past their peak because nobody is grading creatives against spend and cost per order every week. The winners get the same budget as the losers.

02

Creators who sold for you go quiet

Affiliates who posted and converted stop posting, and the drop only shows up months later in GMV. There is no score that flags the slide while it can still be reversed.

03

Samples ship and never become posts

Free product goes out to creators who never publish. Approvals run on gut feel, and the sample-to-post rate is a number nobody on the team can quote.

04

Outreach stops after one message

Invites go out at volume, follow-ups do not. The creators most likely to say yes get one touch, then sit in a list nobody reopens.

What gets installed

What the rules look like once they are running

These are outputs from client engagements, with client names removed. Each one reads your TikTok Shop data every week, grades it against your own history, and tells the team what to do next.

Creative health verdict matrix: every GMV Max creative gets one of four verdicts
Affiliate health score: five pillars graded against the shop's own trailing three months
Biweekly performance deck page: affiliate GMV, units, creators and sample-to-post rate against the prior window, client name removed
Creative verdict matrix
Every GMV Max creative graded scale, replace, maintain, or cut on spend and cost per order, so budget moves off tired videos every week.
Affiliate health score
Five pillars scored against your own trailing three months. One red pillar caps the grade, so the slide is visible early.
Biweekly performance deck
GMV, creators, and samples pulled and written up on a schedule, so the team starts the meeting with the read already done.
See the full 120-day build →
How it works

Three steps from audit to installed software

The first workflow is free. Closing the rest of the gaps is the 120-Day Sprint, and by then you already know what the software looks like in your stack.

01

Audit

I connect to your TikTok Shop data and read the whole operation: creators, affiliates, samples, GMV Max, content, and the follow-up sequences behind them.

02

Find the gaps

You get every leak ranked by how much revenue sits behind it, with the fix for each one, written as a list your team can act on.

03

Install the software

I build the workflow that closes the biggest gap, inside the tools your team already uses. It runs on your data and the rules stay yours.

Fit

Built for brands with a real operation to protect

A strong fit when

TikTok Shop is one channel among several

You already sell on your own site and on Amazon, and TikTok Shop is where the next stage of growth is supposed to come from.

A team is already running creators, affiliates, and ads

The program is real. The problem is that it runs on spreadsheets, gut feel, and a few people who hold everything in their heads.

You want the rules written down and kept running

Your best operators already know what good looks like. You want that turned into rules that run every day and stay documented for the team.

Not the right fit when

You are still testing whether the product sells

The audit finds gaps in an operation that already works. If the shop is still looking for its first repeatable sales, volume comes first.

You want an agency to run the shop for you

I build the rules into your stack and keep them running. Your team still owns the creator relationships and the ads.

You only want another dashboard

The audit is built to change what the team does each week. If the goal is a prettier view of the same numbers, this is the wrong fit.

Questions

Before you book the audit

Start with the audit

Find out where your TikTok Shop is leaking

Free for established brands with a team already running TikTok Shop. The audit and the first workflow stay yours.

See how it works