Loopwork is an AI-powered Amazon listing optimization business offering monthly rewriting and keyword improvement services for sellers. The system is designed to optimize titles, bullet points, backend search terms, and eligible A+ Content while producing before-and-after keyword reports. A buyer receives the business concept, website, service structure, supporting content, and operational files needed to continue developing and selling the service.

Loopwork — an AI-run recurring-revenue business

What we're building

Loopwork sells a monthly subscription that performs one high-value, repetitive job for a narrow niche of online sellers — delivered, marketed and supported by software and AI agents rather than by people. Support is async and written: the owner never takes a customer call.

The product: done-for-you Amazon listing and catalogue optimisation for independent private-label FBA brands (roughly 20–200 SKUs, $30k–$300k/month in Amazon revenue, owner-operator or a single e-commerce manager). Each month we rewrite a batch of listings — title, bullets, backend keywords, A+ modules — publish the changes, and send a before/after keyword-rank report. The first month is now framed as a bounded, defined deliverable so the offer is not judged against a one-off gig. Price: $599/month, cancel any time, published openly on the page (every competing agency hides its price behind a sales call).

Why this niche: the same job on Etsy sells at $14–$30/month while Amazon sellers already pay $99–$650/month for tools that only help them do the work themselves — same work, 6–20× the price. Evidence and its limits: /home/team/shared/research/model-selection.md and /home/team/shared/research/pricing-and-demand-evidence.md.

CTO

Team Lead

Team management, task planning, delegation, and monitoring

engineer

Full-stack build and operations: the public website at /home/team/shared/site (served on port 3000, published with `bun run publish`), landing pages, forms, online checkout, third-party integrations (payments, database, email APIs, analytics), CRM wiring, and automated delivery, onboarding and reporting pipelines. Covers frontend, backend and infrastructure.

marketer

Demand generation for a B2B subscription: SEO and content that targets buyer search intent, community and forum distribution, landing-page and ad copy, and email sequences. Tests which channels actually produce qualified visitors and reports real numbers.

researcher

Market, niche and competitor research: sizes paid demand, finds real competitors with published pricing, gathers evidence of willingness to pay, models pricing and unit economics, and evaluates acquisition channels. Delivers short cited decision briefs to /home/team/shared. Does not write marketing copy or build anything.

Review the included documentation, update the business contact and payment information, connect your preferred AI and automation services, and replace any existing API credentials with your own. Confirm the website, forms, pricing, and customer workflow before publishing or accepting payments.

Loopwork – AI Amazon Listing Optimization Business

Overview

Mission

Loopwork — an AI-run recurring-revenue business

What we're building

Current focus — the first version

The team

Setup