Catalister

Product listing automation tool. With Catalister you can add thousands of products to your Shopify store in minutes!

E-comm · Founded 2024 · Netherlands

  • E-comm
  • AI
  • SaaS
  • Productivity
  • Marketing

Can you vibecode this?

Yes

Scraping supplier data, generating descriptions with an LLM, and pushing listings to Shopify via its API is a clean code loop. The Shopify integration and AI copy generation ship, and there's no licence, catalogue, or human delivery blocking a paying customer.

The business

Total revenueEstimated from public sources and the business’s own reporting, not independently verified.

$250K+

Verified recently

Monthly revenueEstimated from public sources and the business’s own reporting, not independently verified.

$7K+/mo

→ Steady · 60-day average

Peak month

~$20K

Best single month

Growth

−60%

Early months vs recent

Profit margin

65%

For owners

Own Catalister? List it for sale.

Founders read this page looking for a business to build like your $7K+/mo one — some would rather buy one that already works. They skip the line, you get a clean exit. $25 one-time, no commission.

Why it works

  • Value proposition

    Finds products, writes descriptions and publishes listings automatically.

  • Problem

    Manual listing work costs dropshippers hours per product.

  • Audience

    Serious dropshippers building or scaling Shopify stores.

  • Business model

    Monthly subscription tiers from €14.99 to €59.99, plus custom enterprise pricing, charged through Stripe.

Good to knowShopify

Can you vibecode this?

Yes

Scraping supplier data, generating descriptions with an LLM, and pushing listings to Shopify via its API is a clean code loop. The Shopify integration and AI copy generation ship, and there's no licence, catalogue, or human delivery blocking a paying customer.

Moat

  • Switching costs
  • Ecosystem embedding

Why people pay Catalister

Dropshippers who have built their Shopify store through Catalister accumulate product data, descriptions, and workflows inside the tool. Migrating means rebuilding that history, and the Shopify integration becomes central to their daily operations.

  • Product complexity

    Moderate

    AI product research, description writing and bulk listing generation are the core features.

  • Data

    Moderate

    Supplier catalogues and product data must be pulled from external sources via APIs.

  • Integrations & infrastructure

    Moderate

    The product publishes listings directly into customers' Shopify stores via the Shopify API.

  • Human operations

    Low

    Delivery is fully automated; no human work is needed to fulfil each listing job.

  • Regulation / hardware

    Low

    No licences, approvals or compliance regimes apply to a product listing automation tool.

Build this business

Use the build specification below with any AI coding tool, or build it directly with Leapd.

Build This with Leapd →

Leapd builds

  • Web app with product research, AI description writing and bulk listing dashboard
  • Monthly subscription tiers with Stripe
  • A landing page

Leapd runs

  • Meta ads
  • LinkedIn and X posts
  • SEO and AI-search visibility
  • A daily report of what shipped

Opportunity check

  • Passes: Proven market: $7K+/mo already paid for it
  • Passes: Proven model: Monthly subscription, four tiers plus custom enterprise, 65% margin
  • Passes: Proven demand: 1K+ visitors a month
  • Passes: Buildable: Leapd builds it end to end
build-spec.txt
Build a web app that automates Shopify product listing for dropshippers using AI, sold on monthly subscriptions.

Product:
- Customer accounts with a dashboard showing listing jobs, history and current plan
- AI-powered product research tool that surfaces dropshippable products from supplier sources
- AI description writer that generates product titles, descriptions and attributes in bulk
- Support for thousands of products processed in a single run
- Tiered plans: Starter, Stacker, Scaler, Slayer and Enterprise

Billing:
- Monthly subscription billed through Stripe across four paid tiers (Starter, Stacker, Scaler, Slayer) plus custom Enterprise pricing

Data:
- Supplier product catalogues connected via their public APIs to source product data

Business details

Founded

October 2024

1 year in business

Country

Netherlands

Audience

B2CSells to consumers

Domain ratingStrength of the website's backlink profile, from 0 to 100.

16 / 100

050100

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Questions

How much revenue does Catalister make?

Catalister has made $250K+ in revenue to date and brings in $7K+/mo, with its best month around $20K.

How does Catalister make money?

Catalister sells AI-powered product listing automation on monthly subscription tiers, with enterprise accounts on custom pricing.

Is Catalister profitable?

Yes. Catalister reports a 65% profit margin.

Is Catalister growing?

Revenue is holding steady over the last 3 months. Since its early months, monthly revenue has fallen 60%.

Can you vibecode a business like Catalister?

Yes, with Leapd. It builds the product, then helps you find customers with outreach, ads and SEO. See the build spec →

Ready to build it?

The market is proven. The opportunity is real. Build your version with Leapd.

Build This with Leapd →

Founder interest

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