Templates / Job post to sales lead pipeline with Scrape.do, Apollo.io & OpenAI

Job post to sales lead pipeline with Scrape.do, Apollo.io & OpenAI

Needs changes

by Onur ✓ · 250 views · created 2025-12-16 · Lead Generation, Multimodal AI

Needs changes. This template uses 1 thing(s) that n8n 3.0 removes: OpenAI (legacy). 1 breaking item(s) found. Static check, last run 2026-10-19.

What this workflow does

This workflow has 13 nodes and runs manually, when you click “Execute workflow” (plus 1 other trigger). Along the way it connects Google Sheets. It also calls api.scrape.do and api.apollo.io over HTTP.

How it runs

Trigger: Manually, when you click “Execute workflow” (plus 1 other trigger).

  1. Set Search Parameters (Edit Fields (Set)): sets 4 fields: jobTitle, location, daysPosted…
  2. Scrape.do Indeed API (HTTP Request): calls api.scrape.do
  3. Parse Indeed Jobs (Code): runs custom JavaScript code
  4. Add New Company (Google Sheets): append
  5. Apollo Organization Search (HTTP Request): calls api.apollo.io (POST)
  6. Extract Apollo Org Data (Code): runs custom JavaScript code
  7. Apollo People Search (HTTP Request): calls api.apollo.io (POST)
  8. Format Leads (Code): runs custom JavaScript code
  9. Generate Personalized Message (OpenAI): work with chat
  10. Merge Lead + Message (Code): runs custom JavaScript code

…plus 1 more step. See the full node list below.

Services it uses

Google Sheets

HTTP calls to: api.scrape.do, api.apollo.io

Before you upgrade to n8n 3.0

1 thing in this workflow is removed in n8n 3.0. Fix it before you upgrade:

  • OpenAI (legacy) in Generate Personalized Message: replace with OpenAI node (AI section).

Rather not rewrite it? Many of these flows can be rebuilt in Make (free plan).

Removed in 3.0Replace with
OpenAI (legacy)
Generate Personalized Message
OpenAI node (AI section)

Nodes used (7)

From the author

Lead Sourcing by Job Posts For Outreach With Scrape.do API & Open AI & Google Sheets Overview This n8n workflow automates the complete lead generation process by scraping job postings from Indeed, enriching company data via Apollo.io, identifying…

Excerpt from Onur's description on n8n.io.

View the original on n8n.io → Check your own copy

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