Real AI agent use cases, with sources and setup prompts
What shop owners, agencies and local businesses actually automated with AI agents, and the tools they used. 24 matching use cases below, each with a public source.
Looking for something else? Search all 660 use cases or .
A small business owner connected Grok Bot to her Lovable-hosted sites. She sent it a post about SEO and AI search, reviewed its plan, and it built and published an optimized blog post, then made a video of how they did it.
Tired of re-explaining his job, clients and writing style every time he switched between ChatGPT and Claude, a consultant moved that context into a folder of files (about him, his clients and more) that any model can read.
A dental feedback automation in n8n sends feedback emails, tracks responses and posts instant Slack alerts for low ratings so staff can follow up faster.
After pulling back ad budget too often because stock ran low, a brand built an inventory forecasting dashboard with Claude Code in a few hours. It pulls daily stock burn from Shopify and the units needed for rebills over the next 30 days.
An AI agent built in n8n checks a liquor store's sales for suspicious transactions and sends the owner a Telegram alert every night.
A poultry farm owner had sales in a sheet but could not tell if the business was growing. An n8n automation analyzes the data every evening at 7 PM and emails a report with trends, warnings and next moves.
A marketer uses a Claude Code project as an SEO agency on his own machine, with the OpenSEO skills plugin and DataForSEO, so a coordinator drives several SEO jobs.
A business owner made a skill on Claude and ChatGPT that goes through client call transcripts, pulls the important details into Notion and reuses the client's own words to create content.
Without writing code, the author had Grok Bot build ShopTrueProfit, a dashboard that shows Etsy sellers what they actually keep after fees.
A business owner's Grok Bot reconciles their Xero accounts every day, emails clients with overdue invoices on their behalf and reminds them about urgent emails.
Client pays, Stripe sends a signal, Zapier catches it and fires the rest of the onboarding, cutting two hours of work to zero.
Made a Notion template with 8 intake questions and connected it through Zapier to a Google Doc that generates a personalized welcome email and more.
Unable to afford an agency after spending $150 on one conversion, two Shopify founders built a hosted MCP with Codex that can inspect performance, find wasted spend and create or update campaigns, plus Google Analytics and Tag Manager.
A chess events company uses several bots to create Luma events, invoice clients and suggest graphics ideas.
One n8n workflow runs seven operations for a real estate assistant, covering lead intake, follow-ups, scheduling and data entry.
Used LLMs to extract structured data from Le Fooding reviews and mapped the French chef and restaurant network.
Asked to order a pizza, Grok Bot found the shop had moved, set up a call bot, found an $8.99 coupon and placed the order by phone. The author called the shop afterwards to confirm it was real.
A builder used their AI agents with the ToolJet MCP to build a back office for jobs, bookings, invoices and parts from one prompt in under 40 minutes.
A small business owner asked Grok to clean up the terms of use on her newly reorganized website instead of untangling them herself.
A full booking studio, from landing page to appointments, customer details and dashboard, built with Lovable.
A non-coder built a shop app with Claude Code: live data from 11 machines, scheduling, tool tracking, financials, ISO 9001 and inspection.
Vertumnus makes printable posters of when each produce variety is in season. It was coded in a single 731-prompt Claude Opus session over 22 days, and the author published the full transcript.
A 3-person agency runs operations from Claude Code with a brain file, slash commands, a secrets file and MCP or custom scripts.
Built an MCP server that lets clients play Minesweeper and tested Claude on it.
How to make faceless YouTube videos with AI · How to automate work with n8n and AI · How to vibe code an app with Claude Code · How to build AI agents for SEO and ads · How to run multiple coding agents together · How to build an MCP server for AI agents · How to add memory to coding agents · How to secure vibe-coded apps and agents · How to observe and debug AI agents · How to build agent memory and context layers · How to control coding agents from your phone · How to add payments to vibe-coded apps · How to run local LLMs with AI agents · How to set up Grok Bot agents for real work · How to build with Gemini 4 Argon and Gemini agents · How to use AI agents for taxes, bills and budgets · How to make AI video ads and Reels with agents · How to set up Hermes Agent workflows · How to vibe code a game with AI · How to replace SaaS subscriptions with vibe-coded tools · How to use AI agents for errands, calls and shopping · How to use Cursor agents and automations · How to make 3D scenes and models with AI and Blender · How to use Claude Code skills and plugins · How to cut AI coding agent costs and token use · How to compare AI models on the same prompt · How to build hardware projects with AI agents
Five real AI use cases with setups, every morning. Free.
The Daily 5 will arrive in your inbox each morning. Unsubscribe any time.
Send the public link (post, video, repo or write-up). We credit you and link back.