Linkedin Researcher

LinkedIn Researcher

Research people and companies on LinkedIn. LinkedIn blocks local browsers and rate-limits aggressively — always run via the cloud browser, keep sessions short, and pause on CAPTCHAs rather than try to bypass them.

Output directory: ~/Desktop/{slug}_linkedin_{YYYY-MM-DD}/

What It Extracts

Person Profile

• Current role and company
• Previous roles (last 3-5 positions with dates)
• Education
• Skills (top 10)
• Recent posts and activity
• Mutual connections (if logged in)
• Contact info (if visible)

Company Page

• Headcount and recent growth
• Recent hires by department
• Key people (leadership, decision-makers)
• Recent company posts and announcements
• Job openings (signals team growth)

Pipeline

Step 1: Find the profile URL

Search Google first — it avoids LinkedIn's login wall on the search page:

composio execute COMPOSIO_SEARCH_WEB -d '{ "query": "site:linkedin.com/in {NAME} {COMPANY}" }'
# Pick the canonical /in/<slug> URL.

Step 2: Profile

composio execute BROWSER_TOOL_CREATE_TASK -d '{
  "task":     "Capture the full profile: headline, current role and company, location, the last 5 roles with title/company/dates, education, top 10 skills, and the 5 most recent posts or activity items. Scroll until all of these sections are loaded. If a CAPTCHA or login wall appears, stop and report it — do not attempt to bypass.  Stop when: all sections captured OR auth wall encountered.",
  "startUrl": "{LINKEDIN_PROFILE_URL}"
}'

Step 3: Company page (optional)

composio execute BROWSER_TOOL_CREATE_TASK -d '{
  "task":     "Capture: employee count, headcount-growth percentage if shown, recent company posts (last 5), and the People-also-viewed list. Stop if an auth wall appears.",
  "startUrl": "https://www.linkedin.com/company/{COMPANY_SLUG}"
}'

Output Format

---
name: {Full Name}
linkedin_url: {URL}
current_role: {Title} at {Company}
location: {City, Country}
researched_at: {ISO date}
---

## Current Role
- **Title**: {title}
- **Company**: {company}
- **Duration**: {start} – present ({N} years)

## Experience
| Role | Company | Duration |
|------|---------|----------|
| {title} | {company} | {start} – {end} |
| ... | ... | ... |

## Education
- {Degree}, {School} ({year})

## Top Skills
{skill1}, {skill2}, {skill3}, ...

## Recent Activity
- "{Post excerpt}" — {date}

## Outreach Notes
{Personalization hook based on research}

Anti-Detection Rules

• Always run via the cloud browser (never a local profile).
• Keep tasks small — one profile per BROWSER_TOOL_CREATE_TASK. Don't batch dozens at once.
• Don't open more than ~20 profiles per session in total.
• On a CAPTCHA or "Let's do a quick security check": stop the task and report — do not attempt to bypass.

Key Use Cases

1. Pre-call research — understand someone's background before a sales call
2. Decision-maker mapping — find the right person to contact at a company
3. Org chart building — map leadership at a target company
4. Hiring signal detection — recent job posts reveal company priorities
5. Outreach personalization — use recent posts/career moves as conversation openers