Catalist AI connects Amazon sellers with independent retailers through an AI-matched wholesale marketplace. For brands that have built traction on Amazon and want to put their products on physical shelves, Catalist is a parallel channel — not a replacement — that opens distribution into specialty stores, regional chains, and independent retailers across the US.
This article walks through how the platform works for sellers who already have an FBA business, what changes when you add wholesale, and how to think about the operational fit.
What Catalist Is, in Plain Terms
Catalist AI is a B2B marketplace. On one side, emerging consumer brands list their products with wholesale pricing, case packs, and minimum order quantities. On the other side, independent retailers — store owners buying inventory to resell — browse, get matched to relevant brands, and place orders.
The AI layer is the matching engine. Instead of brands cold-emailing buyers and retailers scrolling endless catalogs, Catalist pairs them based on category fit, price tier, region, store format, and gaps in a retailer’s current assortment. A pet treat brand priced at the natural-premium tier gets surfaced to independent pet stores in regions where that price point performs, not to discount-format mass retailers.
For an Amazon seller, this means your brand profile and product catalog do the prospecting work for you, instead of building a wholesale sales team from scratch.
Claim: Independent retailers account for a significant share of US specialty retail sales. Source: American Independent Business Alliance Date: 2023
How an Amazon Seller Gets Started
The onboarding flow is built around the assumption that you already have product, branding, and proof of sell-through. That’s the advantage of being an Amazon seller entering wholesale — you arrive with data.
The steps usually look like this:
- Apply and create a brand profile. This includes your brand story, category, target retailer type, and any traction data you want to share (review counts, sales velocity, press, ingredient certifications).
- Upload your catalog. Product names, images, ingredients or specs, retail MSRP, wholesale price, case pack, and MOQ per SKU. Many Amazon sellers can repurpose existing listing copy and photography, though wholesale-facing imagery often needs to show case packs and shelf-ready presentation.
- Set wholesale terms. Payment terms, lead times, ship-from location, and any minimums (often a first-order minimum of $150-$300 is standard in specialty wholesale).
- Get matched. Once approved, the matching engine starts surfacing your products to relevant retailer buyers.
The whole flow is built so a brand can go live without hiring a wholesale rep or printing line sheets.
How Orders Flow and What Changes Operationally
When a retailer places an order through Catalist, it lands in your seller dashboard the same way an Amazon order would — except you ship it yourself, from your own warehouse or 3PL, not through FBA. This is the biggest operational difference Amazon sellers should plan for.
A few specifics:
- Pick and pack is by case, not by unit. Wholesale orders ship in case packs (e.g., 12 units per case). You’re not pulling singles.
- Shipping is freight or parcel depending on size. Small first orders often go parcel via UPS or FedEx. Larger reorders may need LTL freight.
- Payment terms are common. Net 30 is standard in specialty wholesale. Catalist handles payment processing so brands aren’t chasing invoices, but you need to plan cash flow around the gap.
- Returns are rare. Unlike Amazon’s consumer return rate, wholesale returns are mostly limited to damaged or defective product. Retailers own the sell-through risk.
If your FBA business is humming, the temptation is to keep everything in FBA. Resist it. Amazon’s multi-channel fulfillment fees make FBA a poor economic fit for shipping wholesale cases to retailers. Most sellers move wholesale inventory through a separate 3PL or in-house pick-pack.
Claim: Amazon’s third-party sellers account for the majority of paid units sold on the platform. Source: Amazon 2023 Annual Report Date: April 2024
That number — 60% of Amazon units coming from third-party sellers — is also why diversifying matters. A platform policy change, a suspension, or a category shift hits hard if Amazon is your only channel.
Why Amazon Sellers Add a Wholesale Channel
Three reasons come up most often when sellers explain why they expand into wholesale through a marketplace like Catalist:
Reducing platform risk. Amazon can suspend accounts, change fee structures, or shift category rules with little warning. A brand that does 40% of its revenue through independent retail is far more resilient than one doing 100% through Amazon.
Building real brand equity. A shopper who discovers your product in a neighborhood store has a different relationship with the brand than someone who clicked it because it ranked first for a generic search term. Physical retail builds the kind of brand recognition that, in turn, makes your Amazon listings convert better.
Smoothing revenue. Wholesale reorders are predictable. A retailer that takes on your product and sells through will reorder on a cadence — monthly, every six weeks, quarterly. That predictability is hard to get on Amazon, where rank, ads, and competitor moves shift volume week to week.
The catch is that wholesale margins are lower per unit than DTC or even Amazon FBA. You’re selling at roughly 50% of retail. The trade is unit margin for volume, predictability, and channel diversification.
What Makes a Brand a Strong Fit
Not every Amazon seller is a fit for the wholesale channel. The brands that do well on Catalist tend to share a few traits:
- A real brand identity. Packaging that tells a story, a clear point of view, ingredients or features that differentiate. Generic private-label products that win on Amazon through reviews and ads often don’t translate to a shelf where a shopper makes a five-second decision.
- A defendable price point. Wholesale math requires room for both the retailer’s margin and your margin. Ultra-low-priced products often can’t support keystone markup.
- Shelf-ready packaging. Products that look right next to competing brands on a physical shelf. This is different from Amazon, where the hero image is the package.
- Compliance basics. Food brands need proper labeling (FDA-compliant nutrition facts, allergen statements). Supplements need disclaimers. Beauty needs ingredient lists. Amazon often surfaces these gaps after the fact; retail buyers check before they order.
If those boxes are checked, Catalist works as a way to put your brand in front of buyers who would otherwise be unreachable without a trade show booth or a wholesale sales team.
Putting It Into Practice
The honest summary: Catalist works for Amazon sellers who want a second channel and are willing to operate it like a second channel. That means separate pricing, separate fulfillment, and separate planning. In return, you get matched access to a buyer base of independent retailers, a steadier reorder pattern than Amazon, and reduced exposure to any single platform’s rules.
If you’re running an Amazon brand with a clear identity and product-market fit, and you’re ready to put your products into independent stores, Apply to Join Catalist AI and start the matching process.