Automation library · Lead generation

Score local business leads by web presence with OpenAI

Started by a clock, and works across n8n data table. It hands the judgement calls to OpenAI. 15 steps: a working afternoon to understand properly.

MediumCalls a model: OpenAI

15 stepsMedium: a working afternoon
0Branches: places the flow splits
0Loops or waits
1Service it connects to

The flow

Starts it 2Model 3Logic 3Service 7

The steps in the order they run, from what starts it.

  1. 1Set UpManual triggerStarts it
  2. 2Every Monday MorningSchedule triggerStarts it
  3. 3OpenAI Chat ModelLm Chat Open AiModel
  4. 4Segment SchemaOutput Parser StructuredModel
  5. 5Create Leads TableData TableService
  6. 6Read Past SegmentsData TableService
  7. 7Choose a SegmentChain LlmModel
  8. 8Create Segments TableData TableService
  9. 9Build the Search URLCodeLogic
  10. 10Create This Week's JobGluecrawlService
  11. 11Only New BusinessesData TableService
  12. 12Check and ScoreCodeLogic
  13. 13Save LeadsData TableService
  14. 14Build the Call ListCodeLogic
  15. 15Update Segment StatsData TableService

How it's built

Starts on
A clock
Steps
15
Size
Medium: a working afternoon
Connects to
n8n data table
Model
OpenAI

Questions

What does it need to run?

An n8n account, and a key for OpenAI. You connect your own accounts after importing it; none are included.

What starts it?

It starts on a clock.

Does it use AI?

Yes. It calls OpenAI. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Plan an afternoon. 15 steps is enough that you should read each one before running it.

How do I import it?

Copy the workflow, open a new workflow in n8n and paste. The steps appear on the canvas, ready for your own accounts.

Before you run it

Nothing here has been tested by us. It is somebody's working automation, read and described from its own steps. Treat the connections it wants as a list of accounts it will touch, and read the 15 steps before you point it at anything that matters.