Amazon Category and Product Analysis
To Build a Brand on Amazon, Plan Your Product Line First — One-Off Products Don't Make a Brand: Exercise Straps Category Analysis
Many sellers hit a bottleneck on Amazon: they list a pile of products in their store, and when you look at each one separately some of the data looks decent, but the brand never gets off the ground. Customers buy once and leave, the repurchase rate is low, every new launch has to burn ad spend from scratch, and there is no synergy between SKUs.
This situation is mostly tied to how you do product research. You see a category with good sales and add a product, two months later you spot an opportunity in another category and add another one; the products are unrelated and the target audiences don't overlap. Every product fights alone, customers can't remember you, and Amazon doesn't know who to push your store to.
Building a brand and selling single products are two different mindsets. Selling single products means looking at data one product at a time and taking chances; building a brand means first deciding where to position yourself, which group of people you serve, what place in the category you occupy, and then holding that place with a product line.
Looking at the exercise straps category recently, the way the leading brands operate says a lot. This category sells around 150,000 units a month, so the market capacity is not small, and there are many product types inside: traditional wrap lifting straps, D-ring dual-use straps, lifting hooks, one-piece grips, ankle straps and stretch bands — a dozen or so types in total. Most sellers go in, do one single product, and once it is selling reasonably well they shift their attention to picking the next new category. The leading brands don't do this.
The number one brand, Gymreapers, has multiple listings in this category covering several styles of straps, grips and ankle straps, for combined monthly sales of close to 30,000 units. It doesn't win with one single product; it covers the "strength training accessories" position with a set of products. A customer searching for deadlift straps sees it, searching for ankle straps sees it again, searching for training grips still sees it — that is how brand impression gets built.
Number two, Ekkovision, is even more typical: it has only 2 listings, but with the D-ring dual-use strap, a differentiated style, one listing alone sells 16,000 units a month and shoots straight to number two in the category. Its approach is to lock one point first — a D-ring structure that works with both barbells and cable machines — make that point complete, build customer reviews and brand awareness, and then expand around the same group of people.
Number three, Fitgriff, has 5 listings with combined monthly sales of 11,000 units; its distinguishing feature is fine-grained sizing, with XS to XL tiers based on wrist circumference, which locks in the "size fit" position.
Now look at the tail of the category: more than thirty listings sell fewer than 500 units a month, and together they account for only 4.1% of total sales. Most of these listings are one-off products with no product line behind them and no brand matrix sending them traffic, so they simply can't get off the ground.
The gap between the top and the tail is not just operational skill; it's a gap in product-line thinking for the brand. Leading brands first decide what position to hold in the training accessories category, then cover it with a product line; tail sellers make whatever product looks good to them, and most of the products they end up with are one-offs with no synergy.
So how do you actually plan a product line? The core is to define the audience first, then lay out the product line around that audience's needs.
Many sellers start product research from the product: they see a product they can do and do it, then figure out who to sell it to. Positioning around a target audience is the reverse — first decide which group of people you serve, then look at what that group needs. Once the audience is set, the product direction follows naturally, and the needs of one audience usually come as a string, not a single item.
The core audience in the exercise straps category is gym users with a regular training routine. This group needs lifting straps for deadlifts to solve a lack of grip strength, needs a D-ring connection when using cable machines, needs ankle straps for glute and leg work like kickbacks and abductions, and needs stretch bands for warm-ups and recovery. These are connected needs of the same people within one complete training session, not four isolated products.
If you only make a lifting strap, the customer buys and leaves, and when they need ankle straps and stretch bands they buy from someone else. But if you make the core accessories around this group, a customer buys your lifting strap the first time, has a good experience, and next time they need ankle straps they look directly in your Brand Store — the acquisition cost is basically zero. Products can send traffic to each other, and customer reviews and brand trust carry over. That is the value of product line planning.
It isn't as simple as adding a few more SKUs; it's about getting the same customer to buy from you multiple times, spreading the cost of a single acquisition thinner, and at the same time building the perception in the customer's mind that "for training accessories, go to this brand."
A product line also has to consider price band layout. A category usually has several price bands, and different price bands play different roles.
In the exercise straps category, a one-piece grip around USD 80 can reach a payout rate of about 78%; it is the high point of the brand, used to build a professional image. The USD 20 to 30 D-ring dual-use strap runs a payout rate of 60% to 68% and is the profit mainstay. The USD 10 to 15 basic model drives volume and acquires new customers.
Put products from these price bands together and they create price anchoring. A customer sees the USD 80 high-end model and thinks the brand is professional; then they see the USD 25 mainstay model and don't find it expensive — instead it feels like the right value for the money. If the store has only a single USD 15 product, the customer has no reference point and will only see you as a low-price brand, and you won't be able to raise prices even if you want to.
By contrast, among sellers who only do low prices, products under USD 9.99 make up 30% of listings but contribute only 13.3% of sales. In this range Amazon fees can reach more than 50% of the selling price, and some products have a payout rate in the low teens — there is no profit margin at all to advertise or build a brand, so the only option is to keep cutting prices, and the more you do it the worse your position gets.
One more easily overlooked point in product line planning is reusing customer assets.
With one-off products, every new launch has to build customer reviews again, run ads again, and establish trust again, which is expensive. A product line built around the same audience is different: the customer reviews and ratings accumulated by the first product endorse the brand, and when a customer has bought from you and liked it, seeing other products from the same brand lowers the decision barrier a lot.
In the research report we did for this category there is a data point: products that clearly size by wrist circumference have a positive review rate of 75% to 85%, while products that offer only one size have a positive review rate of just 55% to 65%.
Once leading brands make the basics — sizing, materials, structure — solid, the positive review rate and ratings go up, and every listing in the brand benefits. When a new product launches, it draws on traffic from the brand's older listings and from the Brand Store, so it gets going far faster than a completely unknown brand.
Many sellers worry that focusing on one category makes the market too small. Think about it the other way: category capacity on Amazon is large enough — an accessory category like exercise straps is annualized at more than USD 30 million — and most sellers haven't even held one niche position, so it's not a question of the market being too small.
The problem isn't that the category isn't big enough; it's that products are too scattered, and you haven't held your ground in any position.
Building a product line also doesn't mean rolling out a dozen SKUs right away.
The safer path is to pick one differentiated point and cut in with it — like Ekkovision, which used one D-ring hit product to open things up, built up customer reviews, ratings and brand awareness, and only after validating the audience and the product did it expand step by step along the needs of the same audience.
Rolling out a pile of products from the start spreads your resources thin, none of them gets done deeply, and the whole thing loses its point.
Nor does every product have to stay inside the same subcategory; the key is that the target audience stays the same.
For the same gym audience, you can do training accessories, and you can also do related protective gear and recovery tools; as long as the audience is consistent, brand awareness carries over.
But if you do fitness accessories today and kitchen utensils tomorrow, the audiences don't overlap at all, brand perception can't be built, and in essence you still have a pile of one-off products.
Building a brand, in the end, is about occupying a place in the customer's mind. When a customer has a certain need and thinks of you first, the brand has taken hold.
And to hold that place, you don't rely on single products that get lucky one at a time; you pick the audience first, then use a product line to cover the needs and scenarios of that core audience.
The one-off product mindset is a one-shot deal: every product starts from zero, it's exhausting, and nothing accumulates. The positioning mindset picks the battlefield first, then takes ground step by step; it's slower at the start, but customer reviews, traffic and customer trust all accumulate, and it gets easier the further you go.
For an Amazon brand, getting clear on which group of people you serve matters far more than rushing out new products.
BSRBOT Amazon Seller Advisor (bsrbot.com) can generate multiple reports for a category in one click — buyer demand analysis, category & competitor analysis, and keyword analysis — to help you judge whether any category or product is worth pursuing.
Generate product selection and operations research reports in one clickData note: category structure, demand signals and competition levels are aggregated from public Amazon category pages and our own research snapshots. Figures are ranges, not individual seller data.