Find local businesses, scrape their site, and email each one a personalised opener

Used twice: once to turn a plain description of your target customer into a set of Google Maps search queries, and again inside the LLM Chain that writes each personalised email.

The Search Google Maps HTTP Request node uses this to look up businesses matching each AI-generated query and return their listed websites.

Used to fetch a clean, readable version of each prospect's website — much easier for the LLM to work from than raw HTML.

This is the mailbox that actually sends the outreach emails, so make sure it has real sending history before running this at volume.

This workflow scrapes public business listings and websites, then emails them cold. Check what consent and disclosure rules apply to you before sending at scale.

There are 29 nodes here across multiple nested loops — most of the time goes into wiring the loops correctly, not the logic itself.

Either the hosted version or a self-hosted install. Everything here works the same on both — the only visible difference is the shape of your webhook URLs.

Adding a node, connecting two of them, and pressing Execute. If any of that is new, the free primer covers it in about ten minutes.

You will paste at least one secret during setup. A password manager beats a notes app, and it stops you pasting a live key into a chat window by accident.