القائمة
SCALED Instagram lead scraper using Agent Browser. Scrapes hashtags + profiles for rich contact data including phone, email, location. 50-100+ leads per run.
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| name | instagram-lead-scraper |
| description | SCALED Instagram lead scraper using Agent Browser. Scrapes hashtags + profiles for rich contact data including phone, email, location. 50-100+ leads per run. |
Pure agent-browser scraping for high-quality insurance agent leads with full contact details.
| Feature | Brave Search | Agent Browser |
|---|---|---|
| Speed | 50 leads in 30s | 50 leads in 10-15 min |
| Data Quality | Basic (username, bio, followers) | Rich (phone, email, location) |
| Source | Google search results | Instagram directly |
| Discovery | Limited | Hashtag pages = more leads |
| Contact Info | ❌ | ✅ Phone, Email extracted from bios |
Trade-off: Slower but way better data.
cd skills/instagram-lead-scraper/scripts
npx tsx scrape-agent-browser.ts 50
# No Google Drive upload
npx tsx scrape-agent-browser.ts 50 --no-drive
# Small test (3 leads, ~2 min)
npx tsx scrape-agent-browser.ts 3 --no-drive
1. OPEN hashtag page (e.g., #insuranceagent)
2. EXTRACT usernames from profile pictures
3. VISIT each profile page
4. SCRAPE: bio, followers, posts, email, phone, location
5. FILTER: only insurance-related profiles
6. SAVE to database + CSV
| Field | Example |
|---|---|
| username | @garcia_agency |
| full_name | The Garcia Agency |
| bio | American Family Insurance Auto | Home | Life... |
| followers | 4,375 |
| following | 493 |
| posts | 196 |
| teamgarcia@amfam.com | |
| 📞 phone | 470.854.2010 |
| 📍 location | Atlanta, GA |
| niche | auto_home / life_insurance / medicare |
| tags | has-email, has-phone, has-location |
The scraper rotates through these hashtags:
#insuranceagent#lifeinsuranceagent#finalexpense#finalexpenseagent#lifeinsurance#insurancebroker#medicareagent#healthinsuranceagent#insuranceagency#insurancesalesEach hashtag yields 10-15 profiles before moving to the next.
All fields are stored in the leads table:
{
source: 'instagram',
sourceType: 'profile',
externalId: 'garcia_agency', // username
externalUrl: 'https://instagram.com/garcia_agency',
fullName: 'The Garcia Agency',
email: 'teamgarcia@amfam.com',
phone: '470.854.2010',
location: 'Atlanta, GA',
bio: 'American Family Insurance...',
followers: 4375,
following: 493,
posts: 196,
leadType: 'agent',
niche: 'auto_home',
tags: 'has-email,has-phone,has-location',
status: 'new',
scrapedDate: '2026-02-02'
}
When you say:
import { scrapeInstagramAgentBrowser } from './scripts/scrape-agent-browser';
// Get 50 leads
const result = await scrapeInstagramAgentBrowser(50);
console.log(result);
// {
// savedLeads: [...],
// withEmail: 12,
// withPhone: 8,
// duration: 847, // seconds
// csvFile: '/path/to/file.csv'
// }
| Target | Time | Leads Found | With Contact Info |
|---|---|---|---|
| 10 | 2-3 min | 10-15 | 2-4 |
| 50 | 10-15 min | 50-70 | 10-20 |
| 100 | 20-30 min | 100-140 | 20-40 |
Note: Contact info (email/phone) appears in ~20-30% of bios.
npx tsx scrape-agent-browser.ts 50
npx tsx scrape-leads-scaled.ts 50
Recommendation: Use Agent Browser for quality, Brave Search for speed/quantity.
skills/instagram-lead-scraper/
├── SKILL.md # This file
├── scripts/
│ ├── scrape-agent-browser.ts # ⭐ MAIN: Agent browser scraper
│ ├── scrape-leads-scaled.ts # Brave search version
│ ├── scrape-leads.ts # Original (legacy)
│ ├── apify-scraper.js # Apify integration
│ └── save-to-drive.py # Drive helper
└── references/
├── hashtag-guide.md
└── quality-checklist.md
🤖 PURE AGENT-BROWSER INSTAGRAM SCRAPER
Target: 50 leads
Session: instagram-scraper
📊 Existing Instagram leads in DB: 299
🏷️ Scraping hashtag: #insuranceagent
Found 12 profiles
🔍 @garcia_agency... ✅ SAVED
The Garcia Agency | 4,375 followers
📧 teamgarcia@amfam.com
📞 470.854.2010
📍 Atlanta
🔍 @alexmillerofficial... ✅ SAVED
Alex Miller | 356K followers
Progress: 3/50
✅ COMPLETE: 50 leads | 12 emails | 8 phones | 12m 34s
Last updated: 2026-02-02 Version: 3.0 (Agent Browser Edition)
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