# Score product-qualified leads with Amplitude and Claude: n8n workflow

> Started by another system calling it, and works across Slack. It hands the judgement calls to Claude and Perplexity.

Source: https://millionrounds.com/workflow/score-product-qualified-leads-with-amplitude-and-claude (Millionrounds; every figure on the page links to its filing or article)

[Automation library](https://millionrounds.com/workflows) · [Lead generation](https://millionrounds.com/workflows?category=Lead+generation#library)

# 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.

Medium Calls a model: Claude, Perplexity

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fscore-product-qualified-leads-with-amplitude-and-claude)

**14 steps** Medium: a working afternoon

**0** Branches: places the flow splits

**0** Loops or waits

**1** Service it connects to

## The flow

Starts it 1 Model 3 Logic 6 Service 4

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

- 1 **Amplitude Cohort Webhook** Webhook *Starts it*
- 2 **Think** Tool Think *Model*
- 3 **Anthropic Chat Model** Lm Chat Anthropic *Model*
- 4 **ICP Guidelines** Google Docs Tool *Service*
- 5 **Parse Webhook Data** Code *Logic*
- 6 **PQL Scoring Agent** Agent *Model*
- 7 **Filter: Entering Cohort Only** Filter *Logic*
- 8 **Parse & Structure PQL** Set *Logic*
- 9 **PDL Enrich** Http Request *Service*
- 10 **Format Hot PQL Slack** Set *Logic*
- 11 **Company Research** Perplexity *Service*
- 12 **Merge All Sources** Merge *Logic*
- 13 **Send Hot PQL Alert** Slack *Service*
- 14 **Merge PQL Data** Code *Logic*

## 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.

## Run it in n8n

- **Create your n8n account** Free to start. n8n is where the workflow runs. [Create an n8n account ↗](https://millionrounds.com/n8n)
- **Download the workflow** Free with a Millionrounds account. [Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fscore-product-qualified-leads-with-amplitude-and-claude)
- **Paste it into n8n** Open a new workflow in n8n and paste. Then connect your own accounts.

Stored with the author's traces removed: canvas notes, instance identifiers, saved credential names and any live document they had left behind.

## Connects to

Each opens the other workflows that use it.

[Slack](https://millionrounds.com/workflows?service=Slack#library)

## Workflows like it

Also lead generation, with the same services where possible, closest in size first.

- [**AI multi-channel lead alerts with ManyReach and Sheets** 14 steps · calls a model · Google Sheets, HubSpot](https://millionrounds.com/workflow/ai-multi-channel-lead-alerts-with-manyreach-and-sheets)
- [**Classify cold email replies and triage Gmail with Claude** 14 steps · calls a model · Gmail, Slack](https://millionrounds.com/workflow/classify-cold-email-replies-and-triage-gmail-with-claude)
- [**Qualify & auto-reply to leads with OpenAI and Airtable** 14 steps · calls a model · Airtable, Gmail](https://millionrounds.com/workflow/qualify-and-auto-reply-to-leads-with-openai-and-airtable)
- [**Qualify Facebook lead ads and send follow-ups with Gemini** 14 steps · calls a model · Gmail, Google Sheets](https://millionrounds.com/workflow/qualify-facebook-lead-ads-and-send-follow-ups-with-gemini)
- [**Qualify student leads from Google Sheets with OpenAI** 14 steps · calls a model · Gmail, Google Sheets](https://millionrounds.com/workflow/qualify-student-leads-from-google-sheets-with-openai)
- [**Scan business cards from LINE with Gemini and Slack** 14 steps · calls a model · Gmail, Google Sheets](https://millionrounds.com/workflow/scan-business-cards-from-line-with-gemini-and-slack)