CatalogAgent

This is a business that sells digital products such as guides, templates, and spreadsheets.

Value Proposition

An AI agent that automatically organizes, tags, categorizes, and optimizes digital product catalogs (templates, guides, spreadsheets, etc.). It ingests messy product files and metadata, deduplicates, assigns smart tags, generates SEO-friendly descriptions, suggests pricing tiers, and maintains a clean, searchable inventory — saving creators hours of manual admin work.

Target Customer

Digital product creators and small e-commerce businesses selling templates, guides, and spreadsheets on platforms like Gumroad, Etsy, Shopify, or their own site. Typically solo operators or teams of 2–5 who have 20+ products and growing.

Revenue Model

Monthly SaaS subscription:

Starter (up to 50 products) — $19/month
Pro (up to 500 products) — $49/month
Unlimited — $99/month

Annual plans offered at ~20% discount. Free 14-day trial on all tiers.

KPIs

Monthly Recurring Revenue (MRR) — primary growth metric
Customer Acquisition Cost (CAC) — target < $100
Trial-to-paid conversion rate — target > 15%
Net Revenue Retention (NRR) — target > 110% (indicating expansion)

lead

Team Lead

Team management, task planning, delegation, and monitoring

backend-engineer

Designs and builds the backend API, database schema, AI integration for product tagging/categorization/description generation, file processing pipelines, deduplication logic, pricing suggestion engine, and authentication system. Uses Python/FastAPI or Node.js. Can work with git repos.

frontend-engineer

Builds modern, responsive web interfaces for the CatalogAgent SaaS product. Handles user onboarding, product upload/management dashboards, catalog browsing, search/filter, export workflows, and subscription management UI. Uses React/Vite with Tailwind CSS.

No set up instructions should be pretty straight forward.

Overview

Mission

Value Proposition

Target Customer

Revenue Model

KPIs

The team

Setup