Brennan Tobin — CMO at OddDuck Marketing Group and one of the most public operators in the TikTok Shop space — said it plainly on LinkedIn this week:
Short answer: TikTok Shop product fit is narrow. The platform rewards products that are extremely visual, genuinely novel, or a deep discount from a brand with real equity. For everything else — considered-purchase DTC, premium categories, and catalog-heavy stores — the higher-converting creator-commerce play is on-domain: Shopify-native, co-branded creator storefronts that live on the brand's own domain, not inside a third-party feed.
"TikTok Shop is NOT for every product. 90% of purchases on TikTok Shop happen in-feed. That means people are FINDING products while watching videos for entertainment. People are NOT going to TikTok to SEARCH for products like they would on Amazon."
He then laid out the three things a product needs to work on the platform: it has to be extremely visual, it has to be novel, or it has to be an incredible deal from a brand people already know.
That's an honest gut-check. It's also a question most DTC brands skip right past. Everyone assumes they should be on TikTok Shop because the headlines say GMV is climbing. Far fewer brands stop to ask whether their product is actually built for how people shop there.
If your product isn't visual, isn't novel, and isn't a deep-discount play from a household-name brand — TikTok Shop is not where your next dollar of creator revenue should come from.
That doesn't mean creators aren't your best channel. It means the channel looks different.
The Conventional Wisdom: "Every Brand Should Be on TikTok Shop"
For the last two years, the ecommerce press has treated TikTok Shop like a mandatory check-box. Brands heard the GMV numbers, watched a few gel-supplement pouches go viral, and launched without much product-fit analysis.
Plenty of those brands are now sitting on low-performing seller accounts, creator affiliates who never hit momentum, and a growing suspicion that the platform is not, in fact, built for them.
The real issue isn't TikTok Shop. TikTok Shop is excellent at what it's designed to do — convert impulse viewers into buyers inside a single scroll. The issue is that most DTC products don't meet its entry criteria for impulse commerce.
Why Does Brennan Tobin's Three-Part Filter Matter?
Brennan's filter works because it describes the mechanics of the platform, not the vibe of the products.
In-Feed Discovery: The behavior where a shopper buys a product while watching videos for entertainment — not while searching for a solution. Roughly 90% of TikTok Shop purchases happen this way, according to Tobin's 3-year testing window. The shopper didn't come looking; the feed brought the product to them.
To win attention in that context, a product has to do one of three things:
- Be extremely visual. A pill-form supplement is invisible on camera. A gel-pouch supplement (Cymbiotika, Frog Fuel) is a visual event — the novelty of squeezing collagen out of a Go-Gurt tube is content in itself.
- Be novel. "Chocolate protein powder" is wallpaper. Clear protein that tastes like juice, or IHOP-pancake-flavored whey, creates the what-is-this? hook that TikTok's algorithm feeds on.
- Be an incredible deal from a brand with equity. A 20%-off Hanes or Crocs drop that the shopper can't find anywhere else is enough to break through. A 10%-off code for a brand the shopper has never heard of is not.
Look at your own catalog through that lens. If two of those three are missing, the platform will fight you — and spending more on TikTok Shop won't change the outcome.
The Question No One Is Asking
If TikTok Shop is built for in-feed impulse commerce, what is everything else built for?
Most DTC products aren't impulse buys at all. They're considered purchases. Skincare with a 3-week routine. A $400 duvet. A supplement stack someone wants to understand before committing. A $60 pair of shoes from a brand they've heard of but never tried. These products don't die on TikTok because the creator content is bad. They die because the shopper needs to think — and TikTok's in-feed experience is optimized for shoppers who aren't thinking.
That's not a flaw. It's a design choice. And it leaves a wide-open category of products that still need creators to drive trust, still need creator content to drive acquisition, and still need an infrastructure that actually closes the sale.
That infrastructure is on-domain, creator-led commerce.
On-Domain Creator Commerce: The Model That Fits Considered Purchases
On-Domain Creator Commerce: A commerce model where creators send traffic to personalized, co-branded storefronts that live on the brand's own Shopify domain. The creator's identity — photo, bio, hand-picked products, personal quote, auto-applied discount — is fused into the brand's native shopping experience, rather than lived inside a third-party platform's feed.
This is the alternative to the TikTok Shop bet. A creator posts content on TikTok, Instagram, or YouTube. The link in their bio or caption routes to a page on the brand's own Shopify store — but the page is personalized to that specific creator. The shopper arrives, sees someone they already trust, sees that creator's curated picks, and keeps that context all the way through product pages, cart, checkout, and even follow-up email.
This is the core of creator-led commerce — and it's what co-branded creator storefronts are built to power.
CreatorCommerce is a Shopify-native platform that helps DTC brands build exactly this: co-branded creator storefronts that live on the brand's own domain, not a third-party platform. The creator's photo, their hand-picked products, and their personal discount are baked into the brand's native shopping experience.
How TikTok Shop and On-Domain Creator Commerce Compare
Both channels use creators to drive revenue. They do not, however, solve the same problem.
| Dimension | TikTok Shop (In-Feed Commerce) | On-Domain Creator Commerce |
|---|---|---|
| Buyer behavior | Impulse, discovery-driven | Considered, trust-driven |
| Content format | Short-form video inside the feed | Long-form storefront, PDP, and email |
| Product fit | Visual, novel, or deep-discount brand plays | Considered purchases, catalog depth, premium pricing |
| Who owns the experience | TikTok (feed and checkout) | The brand (Shopify domain) |
| Attribution depth | Platform-reported | Native Shopify orders, cart attributes, customer tags |
| Follow-up | Limited to TikTok's commerce messaging | Klaviyo flows with creator context preserved |
The two models can absolutely coexist. Crocs runs on TikTok Shop and powers a brand-owned creator program — every micro-influencer in their "Crocs Your Way" program gets a personalized Crocs storefront on CreatorCommerce, and their Kai Cenat collab alone drove 350,000 sessions to a co-branded page. One channel captures the in-feed impulse buyer. The other captures the shopper who needs more than a 15-second clip.
What This Looks Like for Brands That Don't Fit the TikTok Shop Filter
Paint the picture the shopper actually sees.
A follower of a wellness creator watches a Reel about a supplement routine. They tap the link in bio. They land on a page on the brand's own Shopify domain — but the hero shows the creator's face, their name, their bio, and a welcome message from them. Below the hero, the creator's hand-picked products are laid out with the discount already applied. On each product card, a short quote from the creator explains why they personally use it.
When the shopper clicks into a product, a sticky quote badge from the creator follows them down the page. The creator's discount auto-applies at checkout. After purchase, the shopper gets a "Thanks for shopping [Creator]'s picks" email through Klaviyo — not a generic brand welcome flow.
That continuity of creator context — hero, product grid, PDP, cart, email — is how considered purchases actually close. It's also what TikTok Shop is not designed to provide. For a step-by-step look at how brands set this up on their Shopify theme, see the full-funnel theme personalization guide.
The Data: What On-Domain Creator Commerce Delivers
The numbers for brands that have committed to this model are not small, and they show up across verticals that the TikTok Shop filter would screen out.
- Cozy Earth — premium bedding and loungewear, the kind of considered purchase that doesn't thrive in-feed — saw a 214% average CVR increase and 67% higher AOV after replacing standard affiliate links with CreatorCommerce storefronts. More than 600 creators self-launched their own storefronts.
- Buttah Skin — a skincare brand whose products require education and trust — drove a 30% CVR increase and 78% AOV increase with co-branded landing pages.
- Healf — a UK wellness marketplace with thousands of products, i.e., exactly the kind of decision-fatigue catalog that in-feed doesn't solve for — saw a 40.8% CVR increase over homepage affiliate traffic and generated 1,700+ creator-curated storefronts.
These are not impulse buys. They're the considered-purchase brands that Brennan's filter would steer away from TikTok Shop — and they're the brands where on-domain creator commerce compounds.
What Should You Do If Your Product Doesn't Fit TikTok Shop?
Run Brennan's filter honestly. If your product is visual, novel, or a steep discount from a brand with equity, build your TikTok Shop motion and go hard. The platform is excellent at what it does when the product fits.
If it isn't, don't chase the channel. Build the model that matches your product: creators driving traffic to co-branded storefronts on your own Shopify domain, with creator context carried from the hero through the checkout and into lifecycle email. That's where trust compounds, attribution stays clean, and the conversion gap between the click and the cart finally closes.
For a deeper look at why standard affiliate links underperform — and what the numbers look like across five DTC brands that made the switch — start with those posts.
Frequently Asked Questions
Is TikTok Shop right for every DTC brand?
No. TikTok Shop is purpose-built for in-feed impulse commerce. According to Brennan Tobin's 3-year testing window, products that win on the platform typically have one of three traits: they're extremely visual, genuinely novel, or represent an incredible deal from a brand with existing equity. Considered-purchase products and premium categories that rely on trust and education rarely fit those criteria.
What's the alternative to TikTok Shop for brands whose products don't fit?
On-domain creator commerce. Instead of routing creator traffic into a third-party feed, brands send it to co-branded creator storefronts that live on their own Shopify domain. CreatorCommerce is a Shopify-native platform that powers this model — each creator gets a personalized page with their photo, hand-picked products, and auto-applied discount, and creator context is preserved through product pages, cart, checkout, and email.
Can a brand run both TikTok Shop and co-branded creator storefronts?
Yes. The two channels serve different buyer behaviors. Crocs is a public example — they run on TikTok Shop and power brand-owned storefronts via their "Crocs Your Way" program on CreatorCommerce. The Kai Cenat creator storefront alone drove 350,000 sessions. The channels compound: TikTok Shop captures the in-feed impulse buyer, on-domain storefronts capture the shopper who needs more than a 15-second clip.
How does a co-branded creator storefront convert better than an affiliate link?
Because it preserves creator context. A standard affiliate link sends a shopper from the creator's content to a generic homepage — where the trust the creator built disappears. A co-branded storefront carries the creator's identity into the shopping experience itself. CreatorCommerce customers have seen CVR gains ranging from 30% (Buttah Skin) to 214% (Cozy Earth) after making that switch.
Ready to build the model that matches your product? Book a demo with CreatorCommerce to see how co-branded creator storefronts can work on your Shopify store.
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