
The claim
Build AI chatbots for local businesses and charge monthly retainers.
A common pitch in 2026 'AI side hustle' lists, though it is increasingly folded into the broader AI agency and agent trend.
How we checked
This is an evidence check, not a hands-on test. We reviewed platform rules and policies, published earnings data, regulator warnings and reporting: 3 sources, listed below.
Costs
- Start-up cost
- £20–£100/month
- Effort
- high
What the evidence shows
Businesses are hiring for chatbot work (Upwork reports strong growth), but most small local firms have shallow AI use and are hard to sell to. Website and booking platforms increasingly include chatbots as standard, so a beginner has to find businesses with a real enquiry problem and keep the bot maintained.
Realistic earnings: Many beginners land no paying clients; those who do typically get one to three small clients at £50–£300/month each within a year.
Limitations
Earnings ranges are typical outcomes for a beginner, drawn from the sources; some people do far better or worse. Platform rules change often, so check the latest policy before you start.
Works for some, not most.
Sources
- Upwork 2026 In-Demand Skills: AI chatbot development up 71% year on year qz.com
- ONS 2026: about a third of UK firms with 10+ staff use AI, typically only 1.6 tools, and accommodation and food services lag far behind thenextweb.com
- Vendor survey roundup: wide SMB AI use, but 77% have no AI policy (vendor source, treat with caution) hyperleap.ai