Seller guide · Private label
Private label products: what they are, private label vs white label, and where a new brand still fits
· Nolyn research team
This guide is for Amazon, Shopify and TikTok Shop sellers deciding whether to launch their own brand. It explains what private label products are, how private label differs from white label, and how to tell from public Amazon data whether a category still has room for a new brand. The data comes from 10 Amazon US best-seller lists (182 listings) that Nolyn read between October 10 and 23, 2026: five category best-seller lists and five best-seller searches. Brand requirements are from Amazon's Brand Registry page, read on October 24, 2026.
What are private label products?
Private label products are made by a manufacturer and sold under the seller's own brand, often with changes to the design, packaging or bundle. Whether one can work depends on the category. In Nolyn's October 2026 read of 10 Amazon US best-seller lists, 13 of the top 20 spoon rests carried no brand at the start of the title and the median listing had 886 ratings, while all 10 top water flossers came from just three brands with a median of 12,612 ratings.
What private label products are
A private label product is made by a manufacturer and sold under a brand the seller owns. The seller usually picks or changes the product (color, material, size, bundle, packaging), puts its brand on it and controls the listing. The manufacturer often makes near-identical goods for other sellers; what is exclusive is the brand and whatever changes you paid for.
Retailers do this too. Amazon Basics is Amazon's own private label, and it held 2 of the top 20 places in Amazon's Can Openers best sellers on October 23, 2026, next to KitchenAid, Hamilton Beach and OXO.
On Amazon, owning the brand matters because of Brand Registry. Amazon describes it as a free program, and it requires a brand name or logo permanently affixed to the product or packaging, plus a pending or registered trademark from a government trademark office in a country with an Amazon store. Brand Registry unlocks A+ Content, Brand Analytics and protection tools that a reseller of someone else's brand does not get.
Private label vs white label
The two terms are often used as synonyms, but they describe different deals. White label is a finished, generic product that a manufacturer sells to many resellers, each of whom puts their own brand on it without changing the product. Private label is made for one seller's brand, usually with changes the seller specifies, and is not sold to others under that brand.
| Private label | White label | |
|---|---|---|
| Product | Changed to your spec (design, material, bundle) | The manufacturer's standard product |
| Who else sells it | Only you, under your brand | Many resellers, each with their own label |
| Minimum order | Higher: custom tooling, colors or packaging | Lower: stock product, logo or label only |
| Time to launch | Longer: samples and changes | Shorter |
| How you compete | On a product difference buyers can see in reviews | On brand, listing, price and marketing |
| Best for | Categories where the leaders share a fixable complaint | Testing demand fast, consumables, simple goods |
Private label vs white label
How to tell if a category has room for a private label
You cannot see sales by brand on Amazon, but the first page of best sellers shows four signals anyone can count. Take the top 20 best sellers for the product and record:
Unbranded listings: titles that start with a product description (“Ceramic Spoon Rest for Stove Top…”) instead of a brand. Many unbranded best sellers mean buyers choose on product and price, not brand. Distinct brands and the largest brand's count: three brands holding the whole list is a closed market. Median ratings count: the review moat a new listing has to climb. Young listings that sell: products with under 1,000 ratings that still show 1K+ bought in past month prove a new listing can sell without years of reviews (check whether they belong to a big brand's new variant).
Which Amazon categories still have room: 10 best-seller lists
Here are the four signals for 10 Amazon US best-seller lists read by Nolyn in October 2026. Brand is the brand that starts the title, checked by hand. Price is the median listed price of the same listings.
| Category | List | Unbranded | Brands | Largest brand (listings) | Median ratings | Under 1K ratings, 1K+ bought/month | Median price | For a new private label |
|---|---|---|---|---|---|---|---|---|
| Spoon rests | category best sellers, Oct 23 | 13 of 20 | 7 | none (1 each) | 886 | 6 | $9.99 | Open |
| Electric spin scrubbers | search “electric spin scrubber”, best sellers, Oct 15 | 8 of 16 | 8 | none (1 each) | 3,222 | 5 | $26.49 | Open |
| Kitchen thermometers & timers | category best sellers, Oct 23 | 9 of 20 | 8 | ThermoMaven (3) | 4,656 | 3 | $9.98 | Open, crowded at the top |
| Jar openers | category best sellers, Oct 23 | 9 of 20 | 10 | OXO (2) | 6,674 | 2 | $13.48 | Mixed |
| Oil sprayers & dispensers | category best sellers, Oct 23 | 7 of 20 | 10 | YARRAMATE, TrendPlain, FLAIROSOL (2 each) | 5,369 | 2 | $7.99 | Mixed |
| Can openers | category best sellers, Oct 23 | 5 of 20 | 14 | Amazon Basics (2) | 6,434 | 1 | $15.59 | Brand-led |
| Electric can openers | search “electric can opener”, best sellers, Oct 20 | 5 of 20 | 10 | Hamilton Beach (3) | 7,357 | 2 | $21.49 | Brand-led |
| Insulated bottles & tumblers | search “insulated water bottle tumbler”, best sellers, Oct 10 | 3 of 20 | 12 | YETI (3) | 6,196 | 2 | $22.99 | Brand-led |
| Robotic pool cleaners | search “robotic pool cleaner”, best sellers, Oct 20 | 3 of 16 | 9 | Zodiac (3) | 2,561 | 1 | $336.50 | Brand-led, high price |
| Water flossers | search “water flosser”, best sellers, Oct 17 (top 10) | 0 of 10 | 3 | COSLUS (5) | 12,612 | 1 | $32.98 | Closed |
Private label signals in 10 Amazon US best-seller lists (Nolyn, October 10–23, 2026)
What the data says
Spoon rests and electric spin scrubbers are the open end. In spoon rests, 13 of the top 20 listings are unbranded, no brand has more than one listing, the median listing has 886 ratings and 6 listings with under 1,000 ratings already show 1K+ bought in past month. Spin scrubbers look similar at a higher price: 8 of 16 unbranded, 5 young listings selling 1K–4K a month, median price $26.49. In both, buyers pick on design and price, which is what a private label controls.
Water flossers and insulated tumblers are the closed end. The top 10 water flossers come from three brands (five COSLUS, four Waterpik, one Onlyone) with no unbranded listing and a median of 12,612 ratings. In tumblers, YETI, Stanley, HydroJug, Simple Modern and Owala hold 10 of the top 20 places and only 3 of 20 are unbranded. A new brand there needs a real product difference and a marketing budget, not just a logo.
Kitchen thermometers, jar openers and oil sprayers sit in between: many unbranded listings (7–9 of 20), but the leaders carry thousands to tens of thousands of ratings. A private label can sell there at median prices of $7.99–$13.48 if it fixes something the leaders' reviews complain about, but price competition is tight: the median oil sprayer costs $7.99.
Two cautions. Low prices leave little room: at a $9.99 median, Amazon's referral and fulfillment fees take a large share before product cost, so check the margin with a fee calculator before ordering. And a best-seller list is a snapshot; read it again before you commit.
How to launch a private label product
Pick a category where the four signals say open or mixed, then read the reviews of the top five listings to find the complaint you will fix. Source two or three manufacturers, order samples, and change the one thing buyers complain about. Register a trademark early (Brand Registry accepts a pending one), design packaging with the brand on it, and launch with a listing that leads with the fix, priced inside the band where the best sellers cluster.
How to check a private label idea in 5 steps
List the top 20 best sellers
Search the product on Amazon, sort by best sellers and keep the top 20 competing listings.
Count brands
Mark each listing's brand or “unbranded”, count distinct brands and the largest brand's listings.
Check the review moat
Take the median ratings count and find listings with under 1,000 ratings that already sell 1K+ a month.
Read the complaints
Read the review summaries of the top five and pick the complaint your version will fix.
Check the margin
Price inside the band where best sellers cluster and check fees and product cost before ordering.
Questions
What is the difference between private label and white label?
White label is a manufacturer's standard product sold to many resellers who each add their own brand. Private label is made for one seller's brand, usually with changes to the product, packaging or bundle, and is not sold under that brand by anyone else.
Is white label vs private label the same thing?
No, though many suppliers use the words loosely. Ask the supplier directly whether the product will be changed to your spec and whether they sell the same item to other brands; that tells you which one you are buying.
What private label products sell well on Amazon?
Products where buyers choose on design and price rather than brand. In Nolyn's October 2026 data, spoon rests (13 of the top 20 unbranded) and electric spin scrubbers (8 of 16 unbranded) showed the most room, while water flossers and insulated tumblers were held by a few established brands.
Do I need a trademark to sell private label on Amazon?
Not to sell, but to enroll in Brand Registry. Amazon requires a brand name or logo permanently affixed to the product or packaging and a pending or registered trademark from a government trademark office in a country with an Amazon store (checked October 24, 2026).
Where do I find private label manufacturers?
Most sellers start with manufacturer marketplaces such as Alibaba or 1688, trade shows and sourcing agents, then order samples from two or three suppliers before choosing one. Ask each for its minimum order quantity and whether it can change the product to your spec.
Can I sell private label products on Shopify or TikTok Shop?
Yes. The product and brand work the same way; only the demand signals change. Use Amazon best sellers to judge a category even if you plan to sell elsewhere, because they are the most visible public sales signal.
How much does it cost to start private label?
It depends on the product and minimum order, so there is no single figure. Budget for samples, the first order, packaging, a trademark filing, photos and launch advertising, and check that the price band leaves margin after Amazon's fees.
Sources
- Nolyn: 10 Amazon US best-seller lists (182 listings, October 10–23, 2026), team-account runs; analysis in docs/seo-research/2026-10-24-us-week/u1 · checked October 24, 2026
- Amazon: Brand Registry (free program; requirements: brand name or logo on product or packaging, pending or registered trademark) · checked October 24, 2026
- Amazon Best Sellers: Spoon Rests · checked October 24, 2026
Research, tools and guides by goal
Browse all resourcesReal-data case studies, tools and guides, grouped by what you came to do: sourcing, influencer marketing or selling on marketplaces.
Sourcing and trends (buyers and shops)
See which products and trends are selling now, with real TikTok, RedNote and Amazon data.
Research example
Cheap products to resell in October 2026: 47 product types under $25, ranked by demandCheap products to resell, ranked by Amazon US demand: 510 listings under $25 in 47 product types, with price bands and the most you can pay for a 30% margin.
Research example
Trending dropshipping products, October 2026: what sells at $20–$150 and how much margin it leavesTrending dropshipping products on TikTok Shop US: 83 listings at $20–$150 with units sold, price and the most you can spend on product and shipping.
Guide
How to find a supplier for your products in 2026How to find a supplier: US wholesalers, trade shows, Alibaba.com, 1688 and sourcing agents, with minimum orders from 660 1688 listings and 2026 import rules.
Research example
Best selling products on TikTok Shop right now: the top 10 by units sold (October 2026)Top selling products on TikTok Shop US, ranked by the units sold TikTok Shop shows on each listing: 450 listings from 16 searches, collected Oct 20, 2026.
Research example
TikTok search trends, October 2026: 28 product searches with too few videosWhat people in the US searched on TikTok in October 2026, and where videos are missing: 28 product searches with popularity, 7-day trend and video counts.
Research example
KKV and MINISO best sellers in China: what 31 popular Xiaohongshu posts showWhat shoppers in China like at KKV and MINISO, from 31 popular Xiaohongshu (RedNote) posts: nail polish and must-buy lists at KKV, a guava lip balm at MINISO.
Influencers and UGC (brands and agencies)
Find creators, check typical engagement rates and analyse accounts before you work with them.
Guide
How to find influencers for your brand: where to look, how to vet, who to contactHow to find influencers for your brand: 6 places to look, a vetting checklist and a real search (40 results, 9 in range, 2 worth contacting), plus UGC creators.
Guide
Influencer outreach: how to contact creators, with email and DM templatesHow to do influencer outreach: where to reach creators (only 7 of 66 we checked list an email), what to say, 5 email and DM templates, follow-ups and FTC rules.
Guide
Product seeding: what it is, how to run it, and what it looks like on TikTokWhat product seeding is, how to run a seeding campaign step by step, and how it looks on TikTok: 45% of 263 US product videos we read had a commission label.
Guide
How to find micro influencers: a step-by-step method with a real exampleHow to find micro influencers in 7 steps, with a real search: 40 TikTok accounts, 9 in the 10K–100K range, 2 active US creators. Free and paid methods.
Comparison
Free social listening tools in 2026: what is really free, and what it costs afterFree social listening tools checked on each vendor's site on Oct 24, 2026: 5 are free for good, the rest are trials. Limits, cheapest paid plans, AI features.
Comparison
Best UGC platforms for brands in 2026: prices, usage rights and what you getBest UGC platforms for brands checked Oct 24, 2026: Insense, Trend, JoinBrands, Collabstr, Billo and more, with prices per video, usage rights and free options.
Comparison
GRIN alternatives in 2026: 10 influencer platforms compared, with pricesGRIN alternatives checked on each vendor's site Oct 22, 2026: Upfluence, Aspire, Modash, Heepsy, Shopify Collabs and more, with prices and best fit.
Comparison
Upfluence alternatives in 2026: 9 influencer platforms compared, with pricesUpfluence alternatives checked on each vendor's site Oct 22, 2026: GRIN, Aspire, Modash, Influencity, Heepsy and more, with public prices where they exist.
Best sellers and competitors (marketplace sellers)
Read best-seller rankings, analyse reviews and compare research tools before you list a product.
Guide
Ecommerce competitor analysis: a 5-layer framework and a real exampleA 5-layer ecommerce competitor analysis framework and a full worked example: the top 5 Amazon water flossers compared on price, demand, offer and reviews.
Guide
How to get reviews on Amazon: the allowed ways, what is banned, and how many you needHow Amazon lets sellers get reviews (Request a Review, Vine, the Customer Reviews tool), what is banned, and how many reviews best sellers really have.
Guide
Domestic vs cross-border seller on TikTok Shop US: the advantages of shipping from inside the USThe advantages of being a domestic seller on TikTok Shop US: TikTok's own shipping rules and 20 best-selling products' ship-from, delivery days and ratings.
Tool
Competitor Price MonitoringCompetitors' prices, coupons and ratings in one table, weekly if you like.
Guide
What is BSR on Amazon? How to read Best Sellers RankAmazon BSR (Best Sellers Rank) is a sales rank within a category: lower means more recent sales. How to read it, with real US product ranks from October 2026.
Guide
TikTok Shop fees explained (2026): what US sellers actually payTikTok Shop US fees in 2026: 6% referral fee on price plus shipping, affiliate commission, shipping and FBT fees, with a worked $30 example and sources.
Research example
Stanley vs Owala vs HydroJug: what 447,586 Amazon ratings say about leaks and durabilityAmazon review analysis of 5 best-selling insulated tumblers: 73% of Stanley Quencher leak mentions are negative; durability is Owala's and HydroJug's weak spot.
Comparison
Jungle Scout vs Helium 10: which Amazon seller tool fits you in 2026Jungle Scout vs Helium 10 compared on October 23, 2026: plans from $29 vs $99 a month billed yearly, free plan, trial, keyword, sales estimate and PPC tools.
Comparison
FastMoss vs Kalodata (Kalodata vs FastMoss): pricing, data and which to chooseFastMoss vs Kalodata (or Kalodata vs FastMoss) compared on pricing, history, limits and extras from both official sites, plus Reddit and where EchoTik fits.
Comparison
Kalodata alternatives: the best free and cheaper Kalodata alternative, from EchoTik and FastMoss to AI researchLooking for a Kalodata alternative? Free and cheaper options compared on data, history, price and limits from each official site: EchoTik, FastMoss and Nolyn.
More guides and research
Our newest pages that are not in a group yet.
Research example
How many followers do you need to sell on TikTok Shop?Sellers need no followers; affiliates need 1,000 (5,000 to lift limits). In our data, 27 of 74 product videos with 500K+ plays came from accounts under 10K.
Research example
TikTok Shop Brazil statistics 202613 TikTok Shop Brazil statistics from 1,912 videos (Oct 2026): 46.5% carry a product link, 52.8% come from accounts under 10K followers.
Comparison
FastMoss: what it is, what it costs and who it fitsWhat FastMoss is, Basic, Pro and Ultimate pricing (monthly and yearly), history and daily limits by plan, the 7-day free trial, and the 20 regions it covers. Checked on fastmoss.com on October 18, 2026.
Comparison
Kalodata pricing: what it costs, the free trial and cheaper optionsHow much is Kalodata? Monthly plans from its own App Store listing (US Basic $45.99, US Standard $99.99), how the 7-day free trial works, who it fits and cheaper or free options. Checked October 17, 2026.
Comparison
EchoTik: what it is, what the free plan covers and what it costsWhat EchoTik is, what the free plan includes, Basic, Pro and Enterprise pricing ($13.9 to $57 a month), history and daily limits by plan, regions and refunds. Checked on echotik.live on October 18, 2026.
Comparison
Shoplus has shut down: what it was, refunds and where to go nextShoplus, the TikTok analytics tool, stopped all services on September 18, 2026. What it offered, its last prices, the refund window, and alternatives with checked pricing. Checked on shoplus.net on October 18, 2026.
Comparison
Fakespot alternatives in 2026: Amazon review checkers that still workFakespot shut down on July 1, 2025. We checked which Amazon fake review checkers still work in October 2026: Null Fake, SureVett, RateBud and more.
Comparison
Later alternatives in 2026: schedulers, analytics and influencer tools comparedLater alternatives checked on each vendor's site Oct 22, 2026: Buffer, Planoly, Metricool for scheduling, plus tools for analytics and influencers.
Comparison
Social Blade alternatives in 2026: stats, history and what each tool tells youSocial Blade alternatives checked Oct 22, 2026: Viewstats and Playboard for YouTube, Exolyt for TikTok, HypeAuditor for audits, and tools that read content.
Guide
Best time to post on TikTok: what 2,369 posts from 52 US brands showWe analysed 2,369 TikTok posts from 52 US brands. Best window: 9 PM–midnight ET; best day Sunday, weakest Friday. Heatmap, method, free data.
Guide
Best time to post on Instagram: what 2,149 posts from 47 US brands showWe analysed 2,149 Instagram posts from 47 US brands. Best: 6–9 AM and 6–9 PM ET; best day Tuesday, weakest Friday. Heatmap, method, data.