Automation library · Lead generation

Score product-qualified leads with Amplitude and Claude

Started by another system calling it, and works across Slack. It hands the judgement calls to Claude and Perplexity. 14 steps: a working afternoon to understand properly.

MediumCalls a model: Claude, Perplexity

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

The flow

Starts it 1Model 3Logic 6Service 4

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

  1. 1Amplitude Cohort WebhookWebhookStarts it
  2. 2ThinkTool ThinkModel
  3. 3Anthropic Chat ModelLm Chat AnthropicModel
  4. 4ICP GuidelinesGoogle Docs ToolService
  5. 5Parse Webhook DataCodeLogic
  6. 6PQL Scoring AgentAgentModel
  7. 7Filter: Entering Cohort OnlyFilterLogic
  8. 8Parse & Structure PQLSetLogic
  9. 9PDL EnrichHttp RequestService
  10. 10Format Hot PQL SlackSetLogic
  11. 11Company ResearchPerplexityService
  12. 12Merge All SourcesMergeLogic
  13. 13Send Hot PQL AlertSlackService
  14. 14Merge PQL DataCodeLogic

How it's built

Starts on
Another system calling it
Steps
14
Size
Medium: a working afternoon
Connects to
Slack
Model
Claude, Perplexity

Questions

What does it need to run?

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

What starts it?

It starts on another system calling it.

Does it use AI?

Yes. It calls Claude and Perplexity. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Plan an afternoon. 14 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 14 steps before you point it at anything that matters.