菜单
Mine LinkedIn posts for engaged prospects using Fresh LinkedIn Data API (RapidAPI). Scrapes posts by keyword/influencer and extracts engagers (commenters + reactors) with profile data.
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| name | linkedin-miner |
| description | Mine LinkedIn posts for engaged prospects using Fresh LinkedIn Data API (RapidAPI). Scrapes posts by keyword/influencer and extracts engagers (commenters + reactors) with profile data. |
Mine LinkedIn engagement to find warm prospects. People who engage with niche content are already interested in the topic — they're warm leads.
Uses Matt's existing RapidAPI subscription — no additional costs.
Endpoints Used:
| Endpoint | Purpose | Credits |
|---|---|---|
| POST /search-posts | Find posts by keyword | 2/call |
| GET /get-profile-posts | Get influencer's posts | 2/call |
| GET /get-post-comments | Extract commenters | (included) |
| GET /get-post-reactions | Extract reactors | (included) |
# Search by keyword
./scripts/mine.sh "AI marketing automation" 10
# Scrape influencer's posts (use LinkedIn URN)
./scripts/mine.sh --influencer "ACoAABOPHB8BM6..." 5
# Output to file
./scripts/mine.sh "SaaS growth" 20 > leads.json
| Argument | Description | Default |
|---|---|---|
<query> | Search keyword/topic | Required |
--influencer | LinkedIn URN to scrape posts from | None |
<max_posts> | Max posts to process | 10 |
export RAPIDAPI_KEY="YOUR_RAPIDAPI_KEY_HERE"
curl (for API calls)jq (for JSON parsing){
"meta": {
"query": "AI marketing automation",
"posts_processed": 10,
"total_engagers": 156,
"commenters": 32,
"reactors": 124,
"scraped_at": "2026-02-14T15:00:00Z"
},
"leads": [
{
"name": "Jane Doe",
"headline": "VP Marketing at Acme Corp",
"linkedin_url": "https://linkedin.com/in/janedoe",
"linkedin_urn": "ACoAABOPHB8BM6...",
"engagement_type": "comment",
"engagement_text": "Great insights on automation!",
"post_url": "https://linkedin.com/feed/update/...",
"intent_score": 8
}
]
}
| Score | Engagement Type |
|---|---|
| 10 | Detailed comment with question |
| 8 | Comment with insight/agreement |
| 6 | Simple comment ("Great post!") |
| 4 | Reaction (like, celebrate, etc.) |
linkedin-miner → lead-enricher → email-verifier → icp-scorer → outreach-writer → instantly-loader
| Action | Credits |
|---|---|
| Search 10 posts | 2 |
| Get comments (per post) | ~0 (bundled) |
| Get reactions (per post) | ~0 (bundled) |
| Total for 10 posts | ~2-4 credits |
# Morning routine: Mine fresh engagers
./scripts/mine.sh "AI for agencies" 20 > today_leads.json
# Mine from competitor's audience
./scripts/mine.sh --influencer "ACoAAcompetitor123" 10 > competitor_leads.json
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