Built and shared by u/Puzzleheaded-Box4526, not by me. Summarised from the public sources below. Check them before you rely on a number.
- Who
- u/Puzzleheaded-Box4526
- Category
- Sales & CRM
- Source
- Dates
- Published Jul 2025 · Found 17 Oct 2026
An n8n user built a workflow that automatically researches companies from a list in Google Sheets. The workflow pulls together the website, LinkedIn data and Trustpilot reviews and produces an AI-generated company profile.
What they built
The workflow reads companies' websites and LinkedIn profiles from Google Sheets. It scrapes and runs sentiment analysis on Trustpilot reviews with Firecrawl, extracts website text with Jina AI, and pulls LinkedIn data (followers, size, industry) via Apify or Nebula. Finally, a language model generates a business profile, and nine key metrics are written back to the sheet. It is intended for prospecting, competitor analysis and recruiting.
The result
According to the builder, research goes from about 8 hours to 2 minutes per company, with over 95% accuracy and 9 data points per company.
Sources
Frontal's AI outbound system took Design Pickle from 10 to 58 demos in 14 days
By Alex Vacca (Frontal) for Design Pickle
Alex Vacca's GTM agency Frontal, which says Claude does about 90% of its work, mapped Design Pickle's lead flow and cut the steps that didn't help before automating anything. The rebuilt outbound system almost tripled weekly demos.
SaaStr's AI agents booked 600 meetings and closed $2.7M from neglected leads
By Jason Lemkin (SaaStr)
Jason Lemkin's SaaStr runs with three humans and 20+ AI agents in daily production. The agents held 17,000 customer conversations and booked 600 meetings in 12 months, and revenue went from -19% to +47% year over year.
Selfpublishing.com replaced sales-manager call reviews with AI and added $500k in a month
By Chandler Bolt (Selfpublishing.com)
Chandler Bolt, CEO of Selfpublishing.com, built an AI system in under a month that grades every sales call and coaches reps, starting the replacement of the company's sales managers with AI.
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