All cases
Sales AutomationVideo coming soon
LinkedIn Outreach Automation
4 people manually prospecting on LinkedIn → 1 person running the process. Same 50 invites/day, 5× the client pipeline.
PythonPlaywrightRequestsClaude API
The problem
Outbound B2B sales on LinkedIn is repetitive, expensive, and slow. The team was burning 4 salaries on copy-paste work while competitors automated the same flow.
Before / After
What changed
Before
- 4 employees manually searching companies in AppMagic
- Finding contacts, writing messages, sending invites on LinkedIn
- Updating statuses and tasks in CRM after every reply
- 5-6 hours/day per person on repetitive outreach
After
- 1 person controls the process and talks to hot leads only
- RPA scripts run the full chain every morning automatically
- Claude API personalizes the first-line message per prospect
- Scripts enrich company data and update CRM on autopilot
Results
Numbers that matter
x5
Client growth in 3 months
4 → 1
Headcount on outreach
50 / day
Invites + messages preserved
Cost of inaction
Every week without this = 3 salaries wasted on copy-paste, and ~25 qualified prospects going to whichever competitor automated first.
Tech stack
PythonPlaywrightRequestsClaude APIPipedrive API