AI Business Ideas and Copywriting Tool
GPT-3 tool for business ideas plus AI content (blog posts, ads, social posts); solo self-taught founder.
In plain English
Nichesss does two things: it suggests business ideas and then helps write content for them. It can draft blog posts, ads and social media posts. Copywriters and small businesses pay a subscription. A self-taught programmer built it on an early version of GPT.
~$30,000/month ($360K/year) (founder-reported on Starter Story, Jan 2022)
Operator: Malcolm Tyson
A named, real operator ran this and shared results publicly. The figures are their own.
Not disclosed.
The tool stack
Payments
OpenAI API ↗LLM / vision
Next.js ↗Web app framework
Prices are the vendors' published list prices as researched in Oct 2026 and change often — always check the vendor's pricing page.
Step-by-step setup
- Train on the customer's own voice and past posts.
- Generate drafts in proven formats.
- Human edits before publishing.
- Subscriptions; grow by posting the product's own output.
What's automated vs. the human 20%
The machine does
- Core AI generation/analysis
- Billing and onboarding
You still do
- Product quality and support
- Distribution and marketing
- Compliance and edge cases
Overview
GPT-3 tool for business ideas plus AI content (blog posts, ads, social posts); solo self-taught founder.
Operator: Malcolm Tyson. Website: https://nichesss.com/
Estimated split: about 80% of the work automated, 20% human.
Realistic income
In a Starter Story interview published Jan 2022, Malcolm Tyson reported ~$30,000/month ($360K/year). This is operator-reported, not independently verified, and may be out of date. This is one operator’s result, often after months or years of work, and doesn’t predict yours. Check the live source — numbers change.
Risks
- Thin-wrapper risk; easy to copy.
- Generic AI content performs poorly — quality is the moat.
- Startup cost and time to first dollar are not disclosed.
*Income figures are illustrative ranges based on public pricing and typical outcomes reported by practitioners, not guarantees. Most new online businesses earn little or nothing at first. Not financial, legal or tax advice.
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