Automation library · Lead generation

Find qualified leads in Reddit posts with Firecrawl and OpenAI

Started by someone submitting a form, and works across Reddit. It hands the judgement calls to OpenAI. 17 steps, 1 loop or waits: a working afternoon to understand properly.

MediumCalls a model: OpenAI

Download free
17 stepsMedium: a working afternoon
0Branches: places the flow splits
1Loop or waits
1Service it connects to

The flow

Starts it 1Model 6Logic 8Service 2

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

  1. 1Structured Output Parser2Output Parser StructuredModel
  2. 2OpenAI Chat ModelLm Chat Open AiModel
  3. 3OpenAI Chat Model1Lm Chat Open AiModel
  4. 4Structured Output ParserOutput Parser StructuredModel
  5. 5Enter Product URLForm triggerStarts it
  6. 6Reddit Posts Keywords Generator1AgentModel
  7. 7Posts Relevance Processing AI AgentAgentModel
  8. 8Scrape Product URL and get its contentFirecrawlService
  9. 9Split OutSplit OutLogic
  10. 10AggregateAggregateLogic
  11. 11Loop Over ItemsSplit In BatchesLogic
  12. 12Merge1MergeLogic
  13. 13Aggregate All Qualified ConversationsAggregateLogic
  14. 14Search for Posts per Keyword/PhraseRedditService
  15. 15Parse Qualified Posts DataCodeLogic
  16. 16Sanitize ResultsCodeLogic
  17. 17Aggregate1AggregateLogic

How it's built

Starts on
Someone submitting a form
Steps
17, 1 loop or waits
Size
Medium: a working afternoon
Connects to
Reddit
Model
OpenAI

Questions

What does it need to run?

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

What starts it?

It starts on someone submitting a form.

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. 17 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 17 steps before you point it at anything that matters.