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2 Safe Ways To Scrape LinkedIn Post Engagers (Likes & Comments)

#Social Media Marketing
2025-07-08 17:008 min read

Content Introduction
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This video outlines effective strategies for generating business meetings and building a pipeline quickly, particularly for solopreneurs, consultants, freelancers, and agencies. The speaker emphasizes the importance of leveraging LinkedIn to identify competitors and influencers, and to engage with users who interact with their posts. The focus is on scraping data responsibly, avoiding tools like Phantom Buster, and using services like ScrapLe for efficient data gathering. The video also highlights the significance of initiating connections without sales pitches to foster genuine conversations. Ultimately, the speaker encourages viewers to effectively target their audience by understanding engagement dynamics on LinkedIn to maximize interest in their offerings.

Key Information

  • The content discusses methods for generating business meetings and pipelines quickly on LinkedIn.
  • It emphasizes the importance of identifying competitors and influencers in your niche and engaging with their posts.
  • Users are encouraged to connect with individuals who engage with these posts, as they are likely to be interested in your services.
  • The speaker advises against using automated tools like Phantom Buster for LinkedIn to avoid risking accounts due to scraping activities.
  • Two recommended tools for scraping LinkedIn data are ScrapLe for one-off or bulk tasks and Triggery for ongoing tracking of social signals.
  • The speaker highlights the importance of crafting personalized messages when connecting on LinkedIn instead of sending generic sales pitches.
  • Overall, the approach consists of leveraging competitor engagement data to facilitate conversations with potential leads.

Timeline Analysis

Content Keywords

Generating Meetings

The script introduces strategies for rapidly generating meetings and building a pipeline for various business roles including solo entrepreneurs, consultants, freelancers, and agencies. It emphasizes efficient methods to engage with potential clients through social media.

LinkedIn Scraping

In this segment, the video discusses scraping LinkedIn posts from competitors and influencers, focusing on how to identify engaged users. It mentions risks associated with using automation tools like Phantom Buster and the recommended alternatives such as ScrapLe.

Competitor Engagement

The importance of engaging with users who interact with competitors' content is highlighted, with suggestions on how to connect and communicate effectively, focusing on building relationships prior to pitching services.

Using ScrapLe

ScrapLe is recommended as a cost-effective tool for scraping LinkedIn follower data, allowing users to gather contacts efficiently and create a targeted outreach strategy.

Triggery

The video introduces Triggery, a tool for tracking social signals and engagement metrics from competitors, which aids in understanding audience behaviors and interests. It mentions its affordability and effectiveness in outreach initiatives.

LinkedIn Outreach Strategies

It discusses effective LinkedIn outreach strategies, advising against using generic messages in connection requests, and suggesting direct approaches once connections are established to maximize interest in service offerings.

Related questions&answers

What are some quick ways to generate meetings and pipeline for my business?

You can identify competitors and influencers on LinkedIn, scrape their posts to find engaged users, and connect with them directly on LinkedIn.

What tools can I use to scrape LinkedIn?

I recommend using ScrapLe for one-off or bulk data extraction. For ongoing tracking of social signals, consider using Triggery.

Is it safe to use Phantom Buster for scraping LinkedIn?

No, I advise against using Phantom Buster for scraping LinkedIn as it uses your LinkedIn cookie, which can be tracked by LinkedIn, and can lead to your account being penalized.

How can I start conversations with potential clients?

Target the influencing posts and engage with the comments. This will help you identify and connect with users who are more likely to be interested in your services.

What are the risks of automating LinkedIn?

Automating LinkedIn can lead to account restrictions as LinkedIn does not allow such activities. It's important to engage manually to maintain account safety.

What are the most effective outreach strategies on LinkedIn?

Directly reach out to potential clients via connection requests without adding sales pitches. Initiate conversations after they have accepted your request.

What kind of data can I scrape from LinkedIn?

You can scrape follower counts, post engagements (likes, comments) and also obtain the profiles of those who engage with content related to your services.

What type of posts should I target for potential leads?

Focus on posts by competitors and influencers that engage your target audience, especially those that have high interaction rates.

How do I effectively connect with engaged users?

First, send a connection request without a message to avoid a sales pitch vibe. After they connect, send them a tailored message.

Can you recommend a specific strategy for scraping LinkedIn data?

Using ScrapLe is highly recommended as it allows you to scrape data effectively at a reasonable cost.

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