Ways to actually make money with AI in 1-2 hours a day

How it works

Pick a data source nobody serves well, build a scraper or automation 'actor' in Node or Python, price it per 1,000 records (market rate $0.25-5). Apify hosts, bills and pays out monthly. Top independents earn $10k+/month; platform average is about $470/developer and heavily skewed, so plan for a family of 5-10 actors on one source.

Where AI fits

Claude/Cursor writes 80% of a scraper in an hour; you spend your time on anti-bot handling, docs and pricing.

Capital

None

First step

Publish one actor this week for a local data source (your country's marketplaces, public registries, job boards) with English docs.

EU platforms

• Apify Store

Legal and tax

Scrape only public data; respect robots and GDPR for personal data. Income is self-employment income.

Source: Apify Store public API, Oct 2026; Apify help centre payout rules

How it works

Find a workflow people already pay for with spreadsheets and VAs (quoting, compliance reports, listing sync). Ship an MVP in two weeks, charge from day one ($19-99/month), sell by hand to the first 20 customers.

Where AI fits

AI collapses build time; the scarce skill is finding and talking to the niche.

Capital

None

First step

Interview 5 people in one profession about what they still do manually every week.

EU platforms

• Stripe
• Paddle (VAT MoR)

Legal and tax

Use a merchant of record (Paddle, Lemon Squeezy) to avoid handling VAT/sales tax yourself.

Source: TrustMRR Sept 2026 dataset; BetterLaunch indie survey

How it works

Use store-intelligence tools (AppKittie, Sensor Tower) to find keywords with demand and weak apps. Build with SwiftUI/Kotlin and AI in 2-4 weeks, launch with a 7-day trial subscription, iterate on screenshots and reviews.

Where AI fits

Code generation plus localisation into 20 languages in an afternoon doubles your addressable market.

Capital

~€100

First step

List 10 evergreen search terms in your store country and check the top 5 apps' review quality.

EU platforms

• App Store
• Google Play

Legal and tax

Apple/Google pay to a company or individual; tax at your residence. Privacy policy and account deletion are mandatory.

Source: Author's own 26-app portfolio; App Store guidelines Oct 2026

How it works

Build a focused menu-bar or workflow utility, sell on Mac App Store, submit to Setapp. Setapp pays developers 70% of pooled subscription revenue, up to 90% for subscribers you bring, split by how much users actually open your app.

Where AI fits

Port an existing iOS utility to macOS in days with AI.

Capital

~€100

First step

Check Setapp's catalogue for a gap in your category and read their submission criteria.

EU platforms

• Mac App Store
• Setapp

Legal and tax

Apple Developer Program required. Setapp contracts with you directly.

Source: Setapp developer docs (membership revenue), 2026

How it works

Solve a repetitive task inside a tool people live in (Gmail, LinkedIn, Notion, Shopify admin). Freemium with a $3-9/month pro tier via ExtensionPay or Stripe.

Where AI fits

AI handles the boilerplate and the pro features (summaries, rewriting, extraction).

Capital

None

First step

Watch yourself for one day and note every repeated browser action.

EU platforms

• Chrome Web Store

Legal and tax

Google's Manifest V3 and privacy disclosure rules; no data selling.

Source: Developer revenue blogs 2026 (self-reported, unverified medians)

How it works

Build a narrow app (returns, bundles, AI product descriptions, review replies). Remix/Node template, Polaris UI, $9-49/month. Support load is real; budget for it.

Where AI fits

Most new Shopify app ideas are AI features merchants can't build themselves.

Capital

None

First step

Read 50 one-star reviews of top apps in one category; the complaints are your spec.

EU platforms

• Shopify App Store

Legal and tax

Shopify Partner agreement; GDPR webhooks mandatory.

Source: Shopify developer revenue share terms 2026

How it works

Build a plugin that automates a design chore (icon sets, copy fill, token export, localisation preview). Freemium, pro at $5-15/month or one-time $29-49 via Lemon Squeezy.

Where AI fits

AI-generated copy, image fill and layout suggestions are the natural pro features.

Capital

None

First step

Ask three designers which plugin they wish existed.

EU platforms

• Figma Community

Legal and tax

Plain software sale; use a merchant of record for VAT.

Source: Figma Community terms; developer blogs 2026 (unverified)

How it works

Wrap a valuable data source or workflow as an MCP server, list on a paying marketplace (15-20% fee) or Apify, price freemium. Treat it as a channel for an existing tool, not a standalone business.

Where AI fits

You are selling to AI agents; good tool descriptions matter more than UI.

Capital

None

First step

Expose one of your existing APIs or scrapers as an MCP server.

EU platforms

• MCP Marketplace
• Apify

Legal and tax

Same as any API business.

Source: MCP marketplace monetisation reports, Sept-Oct 2026

How it works

Turn knowledge you already own (exam content, checklists, niche expertise) into PDF sets at $3-12. Listing $0.20, total fees 12-18% depending on country. Volume game: 50-200 listings.

Where AI fits

AI drafts layouts and variants; you curate and add real preview images.

Capital

None

First step

Search Etsy for your topic + 'printable' and count listings with 100+ reviews.

EU platforms

• Etsy
• Gumroad

Legal and tax

Disclose AI use; one real preview image required; no prompts, no AI patterns/recipes.

Source: Etsy Creativity Standards and Oct 22, 2026 AI policy update

How it works

Pick a passionate micro-niche (a profession, a hobby, a local joke), make 50+ designs, list via Printful/Printify on Etsy and Amazon Merch. Disclose the production partner.

Where AI fits

AI for concepts and mockups; final art needs your edit to avoid lookalike bans.

Capital

None

First step

Pick one niche and study the 20 best-selling designs in it.

EU platforms

• Etsy + Printful (Riga/Barcelona)
• Spreadshirt

Legal and tax

Trademark and character IP are the main takedown risk.

Source: Platform terms; margins from Printful pricing 2026

How it works

Choose a specific how-to niche with search demand and weak competition, write with AI as a research and drafting partner, edit heavily, publish paperback + Kindle at $9-19. Royalty 60% print, 35-70% ebook.

Where AI fits

Outline, draft, translate into 3 languages; your edit and expertise are what sell.

Capital

None

First step

Find 3 Amazon searches where the top results have under 100 reviews.

EU platforms

• Amazon KDP (.de/.fr/.it/.es)

Legal and tax

Declare AI-generated vs AI-assisted content; US tax form W-8BEN for non-US.

Source: KDP content guidelines 2026

How it works

Design 3-5 templates for one audience (coaches, SaaS launch, portfolios), list on the official marketplaces plus Gumroad. Update quarterly to stay featured.

Where AI fits

AI writes the copy, structure and sample data; design taste is yours.

Capital

None

First step

Browse the Framer marketplace sorted by newest and note what's missing.

EU platforms

• Framer
• Webflow
• Gumroad

Legal and tax

Marketplace fees 10-30%; use royalty-free assets.

Source: Marketplace listings 2026

How it works

One landing page, 3 packages ($149/$399/$899), 48-hour turnaround. Sell on X, Indie Hackers, r/iOSProgramming. Deliver with your own AI pipeline plus a human review pass.

Where AI fits

The whole delivery is an AI pipeline you already run for yourself.

Capital

None

First step

Offer the service free to 3 developers for testimonials this week.

EU platforms

• Own site + Stripe

Legal and tax

Freelance income; simple contract and invoice.

Source: Alconost 3,200-project pricing study; agency rate cards 2026

How it works

Specialise (one stack, one industry), take fixed-price gigs, deliver in a day what takes others a week. Move good clients to retainers.

Where AI fits

Speed is the product; AI is the engine.

Capital

None

First step

Rewrite your profile around one outcome, not a list of skills.

EU platforms

• Malt
• Upwork
• Freelancermap (DE)

Legal and tax

Self-employment registration and quarterly tax where you live.

Source: Platform data 2026

How it works

Pick one vertical (dentists, marketplace sellers, real-estate agents), build one repeatable automation package, sell by walking in or via LinkedIn DMs.

Where AI fits

The deliverable itself is AI; your value is knowing the vertical.

Capital

None

First step

Map the 10 most repeated tasks of one business type.

EU platforms

• n8n (EU hosting)
• Make

Legal and tax

Data processing agreement with each client; GDPR.

Source: Agency pricing surveys 2026; Trendyol Ortak announcement Sept 2026

How it works

One topic, one format, 3 videos a week for 6 months. AI for research, script and voice; you add real analysis or original footage. Revenue: ads, then sponsors and affiliate.

Where AI fits

Script, voice, b-roll search, thumbnails: AI does the production line.

Capital

None

First step

Find 5 channels under 50k subs in your topic that grew in the last 6 months.

EU platforms

• YouTube
• TikTok

Legal and tax

Disclose altered/synthetic content; music licensing.

Source: YouTube Partner Program policy July 2025; platform docs

How it works

Build a site around a calculator, comparison database or weekly data report in one niche. Monetise with affiliate links, sponsorships and a paid tier. Expect 12 months.

Where AI fits

AI builds the tool and drafts; the data and your point of view are the moat.

Capital

~€100

First step

Pick a niche where you can publish a number nobody else publishes.

EU platforms

• Awin
• Amazon EU
• Beehiiv

Legal and tax

Affiliate disclosure required (FTC/ASA).

Source: Search-traffic studies 2025-2026

How it works

Produce themed sets (business, seasonal, local culture) with consistent style, keyword with AI, upload in batches. Payout 33% of sale on Adobe Stock.

Where AI fits

Fully AI-produced; your edge is niche themes big generators ignore.

Capital

None

First step

Upload 100 images in one theme and measure 30-day downloads.

EU platforms

• Adobe Stock

Legal and tax

No real people, brands or recognisable property; label as generative AI.

Source: Adobe Stock contributor terms 2026

How it works

Record a 2-3 hour practical course on a narrow outcome ('ship an iOS app with Claude in a weekend'), sell $29-199. Run a live cohort at $300-900 for the first 20 students.

Where AI fits

Outline, slides, exercises and subtitles in 4 languages.

Capital

None

First step

Post a 10-minute free tutorial and see if anyone asks for more.

EU platforms

• Udemy
• Gumroad

Legal and tax

VAT on digital services in buyer's country (use MoR).

Source: Udemy instructor terms 2026

How it works

Watch TrustMRR, Microns, Flippa and Acquire for apps with $100-1,000/month, stale updates and bad reviews. Verify revenue (RevenueCat/Stripe). Fix crashes, add a subscription, relaunch ASO. Example sale: $303/month app sold for $3,500 after 237 days listed.

Where AI fits

Codebase archaeology, migration and feature work in hours instead of weeks.

Capital

~€1,000

First step

Sell your own dormant apps first to fund the first purchase.

EU platforms

• TrustMRR
• Microns
• Flippa

Legal and tax

Asset purchase agreement, App Store transfer, escrow.

Source: TrustMRR acquisition #200 (Oct 26, 2026); AppAcquire multiples 2026

How it works

Only .com, 6-9 letters, pronounceable. Build a logo and landing page, price $500-3,000. Expect 1-3% annual sell-through.

Where AI fits

Name generation and landing pages are trivial with AI; that's also why margins fell.

Capital

~€100

First step

Check 50 names with RDAP before spending anything.

EU platforms

• Atom
• Sedo

Legal and tax

Avoid trademarks; renewal costs accumulate.

Source: Marketplace sell-through reports

How it works

Apply with a strong domain profile (software, medicine, law, finance). Work is bursty; combine two platforms. Not passive, but it funds the passive bets.

Where AI fits

You are the human in the loop; AI use in tasks is usually prohibited.

Capital

None

First step

Apply to two platforms today with a coding-focused profile.

EU platforms

• Outlier
• Mercor

Legal and tax

Contractor income; NDA.

Source: Platform rate cards 2026

How it works

Specialise in one class (mobile app logic, API auth), use AI for recon and report writing, submit only verified findings.

Where AI fits

Recon, code review and report drafting; never submit unverified AI output.

Capital

None

First step

Pick one program with a mobile scope and read its last 20 disclosed reports.

EU platforms

• Intigriti
• YesWeHack

Legal and tax

Stay in scope; out-of-scope testing is a crime.

Source: HackerOne 2026 report; Bugcrowd Oct 2026 triage note