Sales, Marketing & SupportDone with n8n
Find prospects and summarize business opportunities for sales
Multi-agent n8n workflow finds company URLs, scrapes prospect websites and summarizes opportunities that sales teams can use to tailor outreach.
- What They Did
- A chat trigger starts an n8n workflow. A first agent on o4-mini picks relevant company URLs. Bright Data's Web Unblocker node fetches each page's HTML, and a Code node cleans it. Other agents on gpt-5 summarize page by page, a Merge node combines the summaries, and a final prompt synthesizes the opportunities.
- How It Went
- It produces a list of business opportunities per prospect site for tailoring outreach. The source gives no numbers or accuracy results. A single all-in-one prompt gave irrelevant, poorly synthesized output.
- Worth Knowing
- Split the work into separate prompts (URL extraction, per-page summary, final synthesis) and use a cheaper model for URL filtering. A single prompt performed poorly.
Try it yourself with n8n
Build an n8n workflow that takes a list of [industry or search terms] and finds company website URLs, scrapes each homepage and about page, and has an AI step summarize what the company does and 2-3 opportunities where [my product or service] could help. Save each result as a row in a Google Sheet with the company, URL, summary and a suggested outreach angle. Stop after one test run of [5] companies and show me the sheet; do not send any outreach.
Do this with a skill.
These SkillShop playbooks do this exact job.