5 Boring But Profitable One-Person Businesses You Can Start With Claude AI

By: Shane Hummus

Five unscalable, “boring” one-person service businesses — and why being hard to scale is your moat.

---

Shane Hummus argues the most profitable AI-era businesses are deliberately boring and unscalable: anything that scales easily gets crushed by big companies, while service businesses (~78% of US businesses, per Alex Hormozi) are easy to start, near-zero risk, and low on competition precisely because no one finds them exciting.

Key Points

1. The Lead Plumber — be the AI person for boring local businesses (dentists, law firms, realtors, HVAC). Local businesses hemorrhage money because nobody follows up with leads fast enough. Build a simple AI assistant (Claude-powered) that instantly replies and follows up. Example: someone shared 14 clients at 800–3,500/mo ≈ 23k MRR on autopilot. Model: one-time setup fee + small monthly retainer; 5 clients at 2k/mo = $10k/mo.
2. The Bouncer Beater — rewrite resumes & LinkedIn profiles so people get past the ATS “bouncer.” Niche down (resumes for nurses, software engineers, data analysts). Top-tier resumes run $200+ each; bundle with a LinkedIn rewrite. Claude pastes the job posting, keyword-matches bullet points, and generates variations in minutes — you supply strategy and final polish. Start at a low intro price, raise as testimonials pile up.
3. Email & sales-page copywriter — a good sales email is a salesman that works 24/7. Name the prospect’s pain better than they can. Beginner rates: 100/email (30/mo = 3k), 2k–10k+ per sales page; graduate to revenue-percentage deals. Use Claude to draft whole sequences + subject line options; data-mine sales calls, onboarding calls, DMs, and comments for the prospects’ own language. Start with a cheap 5-email welcome sequence, or free for friends/family testimonials.
4. Grant proposals — unlock “free money” for nonprofits and small orgs. Single proposals run 2k–10k flat; the coaching model is wild: 8 clients on a 2,500/mo retainer = a 250k/year business. Grant writers skew older and don’t use AI — Claude’s structured writing (master template matched to each funder’s scoring rubric) is a massive edge. Get testimonials, then move clients to retainers.
5. Hybrid personal brand — your own YouTube channel as the traffic engine, packaging what you already know (as an expert, or someone who overcame problems). Every business above works if you have views; YouTube is the best place to get them. Claude assists every step. Example: “Davis” scaled his management-consulting coaching business to six figures/month off a partially automated channel.

Note

Key principles: you’re not creating demand — you’re selling straight into pain that already exists. “A focused fool will out-earn a distracted genius every single time.” Don’t build confidence, build evidence.

Sources / Links

• Video: 5 Boring But Profitable One-Person Businesses You Can Start With Claude AI