Own Listing AI.

What you'd own.

Every artifact below transfers to your accounts on day one. The whole engine.

• ●Fully built SaaS codebase with multi-platform API integrations.
• ●Proven GTM playbook targeting sellers via SEO and communities.
• ●Brand identity, landing pages, and marketing copy assets.
• ●12-month financial model with tiered pricing strategy.
• ●Affiliate partnership framework and seller educator outreach list.
• ●Customer onboarding playbook and technical documentation.

What Roll Digital builds for you.

Custom scope to take Listing AI from MVP shell to operating business.

• ▸Production backend service on FastAPI with Postgres database.
• ▸Integration pipelines for Etsy, Amazon, Shopify, eBay APIs.
• ▸Stripe billing system supporting three monthly subscription tiers.
• ▸Multi-tenant authentication with email sign-up and Google OAuth.
• ▸Listing generation engine with prompt optimization and testing.
• ▸Customer analytics dashboard tracking listing performance and sales metrics.
• ▸Email automation for onboarding, retention, and churn recovery.

Why this could work.

Sellers actively spend money on SaaS tools to save time on high-repetition tasks. The TAM of 1.6 million serious sellers represents proven demand for paid solutions. Your GTM directly targets high-intent buyers through organic search and communities where they already congregate. Even if free alternatives exist, convenience and time savings drive conversion. The subscription model provides predictable recurring revenue. Multiple platform integration creates lock-in.

What you'd risk.

The core value proposition is minutes away from free LLM alternatives like ChatGPT. Both Etsy and Amazon are building native AI listing tools into their dashboards, eliminating the need for third-party solutions. Your revenue depends entirely on platform algorithms staying stable; a single search ranking update can invalidate your SEO claims and trigger mass churn. Median seller earnings are under 1k monthly, making recurring fees feel like luxury during slow seasons.

Who this fits.

This suits an existing SaaS operator or agency with e-commerce expertise and the capital to weather 12-18 months of negative cash flow. You need strong organic growth and community-building skills or hiring bandwidth to execute the GTM. Industry connections in seller education accelerate affiliate deals. Technical co-founder or CTO required. Solo founders without SaaS background should avoid this.

Timeline.

From contract signing to operating business.

1. Day 1
   Codebase deployed to production, infrastructure ready, technical handoff begins.
2. Week 1
   Authentication system live, first customers onboarded and testing.
3. Week 3
   Primary platform listing API integration complete and live.
4. Week 6
   All platform integrations complete and Stripe billing operational.
5. Day 90
   Full production stability achieved, affiliate program launched, initial traction measured.

Pricing.

Three ways in, depending on how much you want to build yourself.