Keyword-based Standard Scraping
Extracts profiles matching target keywords and writes raw data straight into Google Sheets.
An n8n-powered B2B outbound pipeline that scrapes targeted LinkedIn and Sales Navigator profiles, enriches and verifies business emails, and pushes ready-to-contact leads directly into Instantly campaigns.
We built an n8n-powered B2B outbound pipeline that automates LinkedIn and Sales Navigator prospecting, enriches and verifies business emails, and pushes qualified leads directly into Instantly campaigns. The workflow generated 300% more daily leads, reduced SDR prospecting time by 95%, and achieved an 80% email match rate with minimal manual intervention.
"How many hours a week were your SDRs spending on list building before this?"
Before this, our SDRs were essentially data entry clerks. They spent dozens of hours a week manually searching LinkedIn, copying profiles into spreadsheets, and stitching tools together just to guess at business emails. Now, the n8n pipeline scrapes, enriches, and verifies those emails automatically, pushing them directly into our Instantly campaigns every day. We cut manual prospecting hours by 95% while generating 300% more daily leads for the sales team.
The sales team's outbound messaging was working, but manual list building limited how many prospects it could reach. SDRs searched LinkedIn profile by profile, copied names, titles, and URLs into Google Sheets, and then used separate tools to find business emails.
SDRs manually searched LinkedIn, opened profiles one by one, copied profile information into spreadsheets, and repeated the process for every target account or person. This made outbound volume dependent on copy-and-paste speed and consumed time that could have been spent on selling.
Finding usable business emails required separate tools, address guessing, and manual processing. Lists also became stale while being prepared, creating delays between identifying a prospect and contacting them and increasing the risk of high bounce rates.
Outbound volume was limited by how fast a human could copy and paste. Sales Navigator produced more high-quality targets than the team could process manually, making the bottleneck even more obvious.
Lists became stale before outreach. A two-week-old spreadsheet created a gap between finding and contacting prospects, reducing the value of timely outreach.
We built a scheduled end-to-end n8n pipeline that moves from LinkedIn profile extraction to live cold email campaigns without requiring SDRs to manually export spreadsheets or upload lists.
Extracts profiles matching target keywords and writes raw data straight into Google Sheets.
The premium tier - uses Sales Navigator's advanced filters to pull highly relevant profiles and capture richer profile data. This is what finally made the Sales Navigator subscription pay for itself.
The moment a profile lands in the sheet, enrichment triggers automatically and writes verified contact data back to the row. Verification is the important word: the 80%+ match rate is verified addresses, not guessed patterns, which is what protects deliverability on the sending side.
Enriched leads are pushed directly into active cold email campaigns. No export, no CSV, no manual upload - the gap between "lead found" and "lead contacted" closed to near zero.
The whole pipeline runs on a set schedule, so net-new leads arrive daily whether or not anyone thought about prospecting that morning. Lead flow became a constant rather than a project
A contingency path that keeps emails routing correctly if the primary campaign trigger hits an API interruption. Unglamorous, but in a pipeline running unattended every day, the failure mode you do not handle is the one that silently costs you a week of outreach
The automated pipeline increased daily leads generated and contacted by 300%, reduced manual prospecting hours by 95%, achieved an 80%+ verified email match rate, and improved speed to lead by 10x. SDRs moved from list building and data entry back to sales conversations.
| Before | After | |
|---|---|---|
| List building | Manual search and copy-paste | Automated bulk scraping |
| Sheet to campaign | Manual export and upload | Direct push to Instantly |
| Sales Navigator | Underused, too slow to process | Fully automated premium tier |
| Email finding | Guesswork, high bounce | Verified enrichment, 80%+ match |
| Lead flow | Inconsistent, project-based | Predictable daily pipeline |
| Failure handling | None | Backup sending flow |
We can map your prospecting workflow and identify where automation can turn manual list building into a predictable daily outbound pipeline.
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See how we built an AI-powered n8n job scraping automation that scaled prospecting, increased daily leads by 140%, and reduced manual prospecting by 90%.