LinkedIn Audience Email Finder · No Cookies

📬 What is LinkedIn Thought Leader Audience to Verified Leads?

LinkedIn Thought Leader Audience to Verified Leads discovers all recent posts from a LinkedIn profile, extracts every person who engaged — commenters, reactors, reposters — enriches each one with full LinkedIn profile data, and optionally finds and verifies their work email.

The result: a ranked lead list sorted by engagement frequency. Someone who commented on 7 out of 20 posts is a warmer lead than someone who liked once. No other tool gives you this ranking.

No LinkedIn cookies. No login. No Chrome extension. No subscription. Pay only for results.

Replaces Trigify ($149–549/mo) + Jungler ($99–349/mo) + Clay ($149–800/mo) in a single actor run.

⚡ How it works

1. Paste a LinkedIn profile URL of a thought leader, competitor, or influencer
2. Choose a timeframe — last 7, 14, 30, 60, or 90 days
3. Select which engagers to extract — commenters, reactors, reposters, or all three
4. Toggle email enrichment on or off
5. Get a deduplicated, ranked lead list with engagement intelligence + verified emails

The actor automatically discovers all posts within your timeframe, extracts every engager across all posts, deduplicates people who appeared multiple times, scores them by engagement frequency, enriches their full LinkedIn profile, and finds + verifies their work email.

🎯 Engagement Frequency Scoring — The Feature Nobody Else Has

This is what makes this actor different from every other LinkedIn scraper.

When someone engages with a thought leader's content repeatedly, they're a warm lead — not a stranger. This actor tracks:

• Engagement count — how many times this person engaged across all posts
• Unique posts engaged — how many different posts they appeared on
• Engagement types — did they comment, react, repost, or all three?
• Posts engaged with — which specific post URLs they engaged on

Leads are sorted by engagement count descending. The most active audience members — the ones who show up post after post — are at the top of your list.

Trigify and Jungler don't surface this metric. They show you who engaged, but not how often. This actor does.

💰 Pricing

Two-component pricing — you only pay for what you get:

Component	Price	When it's charged
Lead enriched (base)	$20 / 1,000 leads	Every lead in the output
Verified email found	$29 / 1,000 emails	Only when a valid/catch-all email is found

Example: A thought leader with 1,000 unique engagers across their last 30 days of posts, where 500 verified emails are found → $20 + $14.50 = $34.50 total.

Emails disabled? You pay only the $20/1K base for full enriched profiles + engagement scoring.

No monthly subscription. No minimum. No wasted credits. No seat licenses.

How this compares

Tool	Monthly cost	What you get
Trigify Scale	$549/mo	Social listening + signals, no verified emails
Jungler Pro	$349/mo	Engagement monitoring + ICP filtering, no verified emails
Trigify + Clay	$549 + $349 = $898/mo	Signals + enrichment + email (DIY workflow)
This actor	$34.50 per 1K leads	Full enrichment + verified emails + engagement scoring, pay per use

One thought leader extraction that would cost you a month's subscription on Trigify costs $34.50 here. Run it when you need it. Stop when you don't.

🔄 Why use this over Trigify, Jungler, or Clay?

SaaS tools	This Actor
$99–549/month subscription required	Pay per lead, no subscription
Engagement data only — no verified emails	Verified work emails included
Need Clay ($149–800/mo) to enrich + find emails	Full pipeline in one step
Fixed monthly credits — use or lose them	Pay only when you run
Trigify requires complex workflow setup	One input, one output
Jungler hardcoded to last 30 days	Choose 7 to 90 day timeframes
No engagement frequency scoring	Repeat engagers ranked to the top
Require cookies or account connection	No cookies, no login, zero risk

📊 What you get per lead

Always included (base):

• Full name, first name, last name
• LinkedIn profile URL, Sales Navigator URL
• Current job title, company, industry, company size, company website
• Headline, about/description
• Location, country
• Connections, followers
• Profile flags (premium, creator, job seeker)
• Engagement count — times they engaged across all posts
• Unique posts engaged — number of distinct posts
• Engagement types — commented, reacted, reposted
• Posts engaged with — list of post URLs
• Engagement details — per-post breakdown with comment text, reaction type, timestamps
• Source influencer profile URL — which thought leader this lead came from
• Post text, post author
• Complete experience history (all roles, not just current)
• Education history
• Skills list
• Certifications, languages, volunteering, publications, projects

With email enrichment enabled:

• Verified work email address
• MillionVerifier verification result (ok, catch-all, invalid, unknown)
• MillionVerifier quality score

🎯 Use cases

• Steal a competitor's audience — Enter their LinkedIn profile, extract everyone engaging with their content, reach out with a better offer
• Thought leader partnership prospecting — Find the most engaged people in an influencer's audience for partnership, sponsorship, or co-marketing
• ABM signal intelligence — See which accounts are engaging with competitor thought leaders
• Warm outbound at scale — People who comment on industry content are 10x more likely to respond than cold leads
• Recruitment — Find active professionals engaging with industry content in your hiring niche
• Event follow-up — Extract everyone who engaged with a speaker's recap posts
• Content creators — Identify your most loyal audience members and build direct relationships
• Agency lead gen — Run this for clients' competitors and deliver warm leads monthly

📥 Input

Field	Description
LinkedIn profile URL	Any LinkedIn profile URL (required)
Timeframe	Last 7, 14, 30, 60, or 90 days
Extract commenters	Include people who commented
Extract reactors	Include people who reacted (liked, celebrated, etc.)
Extract reposters	Include people who reposted
Find verified work emails	Discover and verify work emails

📤 Output

Results are saved to the default Apify dataset. Download as JSON, CSV, or Excel.

JSON output: Clean top-level fields + nested arrays for experience, education, skills, engagement details.

CSV output: All top-level fields as clean columns. Nested arrays auto-flatten into trailing columns — your key fields are always in the first columns.

Sample output (JSON)

{
  "full_name": "Sarah Chen",
  "first_name": "Sarah",
  "last_name": "Chen",
  "email": "sarah.chen@acme.com",
  "millionverifier_result": "ok",
  "millionverifier_quality": "good",
  "job_title": "VP of Sales",
  "current_company_name": "Acme Corp",
  "company_industry": "Software Development",
  "company_website": "https://www.acme.com",
  "location": "San Francisco, California",
  "profile_link": "https://www.linkedin.com/in/sarahchen",
  "connections": 2500,
  "followers": 1200,
  "engagement_count": 5,
  "unique_posts_engaged": 4,
  "engagement_type": "commented",
  "posts_engaged_with": ["https://www.linkedin.com/feed/update/..."],
  "source_influencer_profile_url": "https://www.linkedin.com/in/thoughtleader",
  "experience": [...],
  "education": [...],
  "skills": [...]
}

❓ FAQ

Does this require my LinkedIn account or cookies? No. Completely cookieless. Your LinkedIn account is never touched. Unlike PhantomBuster or browser extensions, no login credentials are needed.

How is this different from LinkedIn Post to Verified Leads? That actor extracts engagers from a specific post URL you provide. This actor discovers posts automatically from a profile — you just provide the thought leader's profile URL and it finds all qualifying posts within your timeframe, then extracts every engager across all of them with engagement frequency scoring.

How long does a run take? Depends on the number of posts and engagers. A typical thought leader (last 30 days, ~1,000 unique engagers) with emails takes 15–30 minutes. Without emails: 5–10 minutes.

How is this different from Trigify or Jungler? Trigify and Jungler are subscription monitoring platforms ($99–549/month) that show you engagement signals but don't include verified emails. This actor gives you the same audience extraction + full profile enrichment + verified emails for $20–35 per 1,000 leads, with no subscription. Plus, engagement frequency scoring ranks repeat engagers — neither Trigify nor Jungler surface this metric.

What's the email hit rate? Typically 40–70%. Higher for people at mid-to-large companies with established domains. Lower for freelancers and very small companies.

What if a thought leader has thousands of engagers? The actor processes all unique engagers within your selected timeframe. For high-volume profiles, consider a shorter timeframe (7 or 14 days) to control costs.

Can I use this as a monitoring tool? This actor does a one-time extraction. For ongoing monitoring, schedule it on Apify to run weekly or monthly — each run captures new engagers. Apify's built-in scheduling makes this a lightweight alternative to Trigify/Jungler's always-on monitoring.

How are emails verified? Every email found goes through MillionVerifier's real-time verification API. You get the verification result (ok, catch-all, invalid, unknown) and quality score directly in the output. You only pay the email pricing tier when a valid or catch-all email is found — invalid results don't cost you.

🔗 Related actors from Data Slayer

• LinkedIn Post to Verified Leads — Extract engagers from a specific LinkedIn post URL with verified emails
• LinkedIn Profile Scraper — Scrape full profiles from profile URLs
• LinkedIn Company Scraper — Scrape company pages
• LinkedIn Post Analytics Scraper — Get post engagement analytics
• LinkedIn Profile Posts Scraper — Scrape posts from any LinkedIn profile

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Apify Store listing (copy-paste)

Display title: LinkedIn Thought Leader Audience to Verified Leads

Apify actor slug (this repo, name in .actor/actor.json): linkedin-influencer-audience-to-verified-leads

Store URL: https://apify.com/data-slayer/linkedin-influencer-audience-to-verified-leads — public title and readme use “Thought Leader”; the slug stays as above so existing links and apify push stay stable.

If you previously created a duplicate actor linkedin-thought-leader-audience-to-verified-leads, remove it in Apify Console → Actors → that actor → Settings → Delete, or run apify actors rm <actorId> (open the duplicate in Console and copy the ID from the URL).

SEO title: LinkedIn Thought Leader Audience Scraper — Verified Emails | Trigify & Jungler Alternative

SEO description (max 200 characters):
Extract verified leads from any LinkedIn influencer's engaged audience. Engagement frequency scoring, full enrichment, verified emails. No subscription. Trigify & Jungler alternative.

Short description (store card):
Enter a LinkedIn profile URL → get every person who engaged with their content, enriched with full profile data and verified work emails. Engagement frequency scoring ranks repeat engagers as warmest leads. No cookies, no login, no subscription. Replaces Trigify + Jungler + Clay.

Categories: Lead generation · Social media

Tags:
linkedin thought leader scraper, linkedin influencer audience extractor, linkedin engagement scraper, trigify alternative, jungler alternative, linkedin social listening, linkedin audience extraction, linkedin post engagers email, linkedin intent data scraper, thought leader monitoring, linkedin signal intelligence, linkedin engagement leads, linkedin content engagers, linkedin warm leads extractor, social selling leads, linkedin social intent