How to Find Winning TikTok Shop Products: A 3-Step Workflow
TikTok Shop product research is no longer just about spotting what looks popular on your For You Page. For ecommerce sellers, agencies and product teams, the real opportunity is finding products before they become obvious.
The difference between joining a trend early and arriving too late often comes down to data. Which products are moving up the rankings? Which categories are gaining momentum? Which products have enough creator demand to scale? Which videos are actually converting views into sales?
One recent beauty product shows why this matters.
The medicube PDRN Pink Collagen Volume Multi Balm became a breakout TikTok Shop product in the US market. Listed on TikTok Shop US on 18 March, it reached 570,000 orders and more than $12.45 million in GMV within two months. At its strongest point, the product delivered 80,000+ orders in a single week, with a 15% affiliate commission and 5,600+ creators promoting it.
That kind of growth can look sudden from the outside. But in the data, the breakout had a trail: rising leaderboard rank, strong weekly sales, high creator adoption, repeatable video angles and clear sales performance by promotional content.
This article breaks down a practical three-step TikTok Shop product research workflow — and shows how the medicube case demonstrates each step in action.
Step 1: Find fast-rising products with TikTok Top Selling
The first step in TikTok Shop product research is trend discovery. You need to know what is currently selling, which categories are heating up and which products are moving up the rankings.
The TikTok Top Selling skill is built for this stage.
It helps you scan TikTok Shop rankings across multiple markets, including the US, UK, Mexico, Spain, Indonesia, Vietnam, Malaysia, Thailand and the Philippines. You can review rankings by day, week or month, then filter by category and sort by sales volume or GMV.
For the medicube case, the signal was clear on the US weekly leaderboard:
- #1 medicube PDRN Collagen Jelly Stick — 73,404 weekly orders, $18.90 price, 15% commission
- #2 Loaded Tea Energy Drink Mix — 50,274 weekly orders, $2.28 price, 14% commission
- #3 Toplux Magnesium Complex — 48,200 weekly orders, $15.97 price, 25% commission
This kind of leaderboard view is useful because it helps you separate actual sales movement from social noise. A product may be widely discussed on TikTok, but if it's not climbing in orders or GMV, it may not be a strong ecommerce opportunity.
At this stage, you're not trying to make the final product decision. You're building a shortlist of categories and products worth investigating.
TikTok Top Selling is best for answering: What is selling now, and which categories deserve a closer look?
Step 2: Shortlist products with TikTok Product Research
Once you know which categories are moving, the next question is whether any specific product is worth testing.
This is where many sellers lose time. A broad category like skincare, supplements or home gadgets may be trending, but not every product inside that category is commercially attractive. Some products have low commission, poor ratings, limited creator adoption or too much competition.
The TikTok Product Research skill is designed to help you narrow the field.
Instead of scrolling through thousands of listings, you can search and filter products by:
- Keyword
- Sales volume
- GMV
- Commission rate
- Creator count
- Rating
- Fulfilment and delivery signals
- Market
- Product category
In the medicube example, two product signals stood out:
- medicube PDRN Collagen Jelly Stick — 5,615 creators, 15% commission, 4.3 rating, free delivery
- medicube deodorant stick — 2,564 creators, new listing, 8,000+ weekly orders
The first product had already proved demand and creator adoption. The second product showed an adjacent opportunity: a newer listing from the same brand with early creator traction and meaningful weekly sales.
This is the kind of insight that can help sellers move from "beauty is trending" to "this specific product may be worth testing".
For ecommerce teams, the best product shortlist usually combines several signals:
- Enough sales volume to prove demand
- Enough creator activity to show affiliate interest
- A commission rate that supports creator promotion
- Ratings and delivery signals that reduce customer risk
- A category or product angle that still has room for new sellers or creators
TikTok Product Research is best for answering: Which specific product is worth testing now?
Step 3: Analyse creator videos with TikTok Product Sales Tracker
Finding a product is only part of the workflow. You also need to understand how that product is being sold.
On TikTok Shop, creator content can make or break a product. Two products with similar demand can perform very differently depending on the video format, creator audience, hook, demonstration style and affiliate economics.
The TikTok Product Sales Tracker skill helps you analyse promotional videos linked to a TikTok Shop product. It tracks creator videos and returns engagement metrics, estimated video sales, estimated video GMV, creator information and publish dates.
For the medicube product, several top-performing videos stood out:
- "Korean labs are flexin'" — 23.17m views, $444k video GMV, 84 seconds
- "the Volufiline stick is genius" — 10.11m views, $453k video GMV, 89 seconds
- "dominating the Korean skincare world" — 4.81m views, $92k video GMV, 96 seconds
The pattern was clear. The strongest videos were not random trend clips. They were product-led demonstrations, usually between 60 and 90 seconds, with visible application and a Korean skincare positioning.
Common tags included: #volufiline, #pdrn, #koreanskincare
This matters because a product research workflow should not stop at "what should we sell?" Sellers also need to ask:
- What content format is converting?
- Which creators are driving real sales?
- What hooks and claims are repeated across high-GMV videos?
- How long are the best-performing videos?
- Which tags, product benefits and visual demonstrations appear most often?
TikTok Product Sales Tracker is best for answering: How should this product be promoted, and which creators can actually sell?
Case study: medicube PDRN Pink Collagen Multi Balm
Let's see how all three steps come together with a real example.
The medicube PDRN Pink Collagen Volume Multi Balm became a breakout TikTok Shop product in the US market. Listed on 18 March, it reached 570,000 orders and more than $12.45 million in GMV within two months.
Here's what the data showed at each step:
Step 1 signal: Leaderboard momentum
The product hit #1 on the US weekly leaderboard with 73,404 weekly orders and $1.89 million weekly GMV. This wasn't a one-week spike — it maintained top positions consistently.
Step 2 signal: Strong product fundamentals
- 5,600+ creators already promoting it
- 15% commission attracting affiliates
- 4.3 rating with free delivery
- Clear positioning in Korean skincare
Step 3 signal: Repeatable video format
The top-performing videos followed a pattern: - Product-led demonstrations (not random trend clips) - 60-90 second length - Visible application showing the product in use - Korean skincare positioning with tags like #volufiline, #pdrn, #koreanskincare
The key insight: this wasn't just a viral moment. The signals were measurable across all three workflow steps — which made it possible to spot earlier.
What signals matter most when researching TikTok Shop products?
TikTok Shop product research works best when you combine several types of data. Looking at one metric in isolation can be misleading.
For example, views alone don't prove a product is worth testing. A video can generate millions of views without producing strong sales. A high commission rate can attract creators, but only if the product has enough consumer demand. A product can rank well for one week, but still fade quickly if creator adoption is weak.
The most useful product research signals include:
Sales velocity
Sales velocity shows how quickly a product is moving. Weekly orders and daily rank changes can help you spot products that are gaining traction before they dominate a category.
GMV
GMV gives you a sense of commercial scale. A product with high unit sales but very low price may be less attractive than a product with lower order volume but stronger GMV.
Creator count
Creator count shows whether affiliates are willing to promote the product. A rising creator count can be an early signal that the product is becoming easier to scale through content.
Commission rate
Commission affects creator incentives. Products with a clear affiliate upside are more likely to attract creator attention, especially when the product is easy to demonstrate.
Ratings and fulfilment
Ratings, delivery and fulfilment signals help reduce risk. A product with strong sales but poor customer feedback may be harder to sustain.
Video-level GMV
Video-level sales data helps you understand which content formats are actually converting. This is especially important for sellers building creator briefs or deciding which affiliates to approach.
Repeatable content angle
The best TikTok Shop products often have a repeatable creative pattern. For medicube, the winning pattern was product testing, visible application and Korean skincare benefits.
How Nexscope's TikTok ecommerce skills work together
The three Nexscope TikTok ecommerce skills are designed to support the full product research workflow:
- TikTok Top Selling helps you discover what's moving across markets and categories
- TikTok Product Research helps you filter and shortlist products worth testing
- TikTok Product Sales Tracker helps you understand which videos and creators are converting
Together, they help sellers move from trend discovery to product validation:
- Trend discovery — What is selling now? → TikTok Top Selling
- Product shortlisting — Which product is worth testing? → TikTok Product Research
- Creator validation — How is this product being sold? → TikTok Product Sales Tracker
This workflow is useful for:
- TikTok Shop sellers looking for new product ideas
- Amazon and marketplace sellers exploring TikTok demand
- Agencies sourcing creator-led commerce opportunities
- Brands analysing competitor product performance
- Ecommerce operators validating product launches
- Affiliate teams looking for high-commission opportunities
You can find the skills in Nexscope → Skills Marketplace → E-commerce.
Start finding TikTok Shop product opportunities
The medicube PDRN Pink Collagen Volume Multi Balm case shows how quickly a TikTok Shop product can scale when demand, creator adoption and video performance align.
But the key lesson is not just that one beauty product went viral. The more useful lesson is that the signals were measurable.
With Nexscope's TikTok ecommerce skills, you can:
- Spot fast-rising products with TikTok Top Selling
- Shortlist opportunities with TikTok Product Research
- Analyse creator videos with TikTok Product Sales Tracker
Scale your TikTok Shop
AI-powered product research and trend analysis for social commerce
Get Started Free →FAQ
What is TikTok Shop product research?
TikTok Shop product research is the process of using sales, ranking, creator and video performance data to identify products worth selling or promoting on TikTok Shop. It helps sellers move beyond guesswork by looking at measurable signals such as orders, GMV, commission, creator count and video-level sales.
How do you find trending products on TikTok Shop?
You can find trending TikTok Shop products by reviewing daily, weekly and monthly product rankings, then filtering by category, sales volume, GMV and market. A product that is rising quickly in rank and weekly orders may be worth deeper analysis.
What makes a TikTok Shop product worth testing?
A product may be worth testing if it has strong sales velocity, healthy GMV, enough creator adoption, a reasonable commission rate, positive ratings and a repeatable content angle. The best opportunities usually combine demand, creator incentive and a clear way to demonstrate the product on video.
Why does creator count matter in TikTok Shop product research?
Creator count shows how many affiliates or creators are promoting a product. A high or fast-growing creator count can suggest that the product is attractive to affiliates and has a content format creators are willing to repeat.
Should I choose products with the highest commission rate?
Not always. Commission is important, but it should be evaluated alongside sales volume, GMV, ratings, delivery and creator performance. A high-commission product with weak demand may perform worse than a lower-commission product with strong sales and proven creator videos.
How can video-level sales data help product research?
Video-level sales data helps you see which creator videos are converting views into sales. This can reveal winning hooks, video lengths, creator types, product demonstrations and tags. It's useful for building creator briefs and deciding which affiliates to work with.
Can TikTok Shop product research help UK sellers?
Yes. UK sellers can use TikTok Shop product research to understand which products are gaining traction across markets, compare category demand and identify products or content angles that may transfer into the UK market. Cross-market research can be especially useful when a product trend starts in the US or Southeast Asia before expanding elsewhere.