n8n outreach agent: scrape prospect sites, draft email, score the lead
At a glance
n8n’s 2026 agent examples show a Sheet of URLs → AI visits each site → tailored outreach draft + lead score, so SDRs stop pasting the same cold template. This workflow is listed under n8n, Sales, Outreach, Lead-Scoring, Scraping.
An n8n agent searches a knowledge base and order history in parallel, uses GPT-4o-mini to classify and draft replies, emails resolvable tickets, and routes billing/refund/security cases to Slack with a draft (~$0.90/mo at 50 tickets/day).
This n8n template extracts invoice PDFs with GPT-4o, checks invoice numbers and totals, assesses category and risk, and uses a wait-and-resume approval path before recording the final status.
A builder reports that a two-court booking system became more reliable after moving availability checks, resource assignment, and booking IDs out of the LLM and into deterministic n8n workflows.
This n8n community template transcribes Telegram voice messages, extracts meal ingredients and estimated nutrients with OpenAI, stores structured rows in Sheets, and replies with a confirmation.