LinkedIn Deduper Bot

LinkedIn Influencer Scraper 

For this scenario you’ll need access to the LinkedIn Data Scraper API and to create a Webhook (more on the webhook in a bit). 

First, you’ll need to sign up for a RapidAPI account if you don’t have one already (it’s free) - CLICK HERE. 

Then, once you have a RapidAPI account you’ll need to subscribe to this API (50 scrapes per month free or $25 a month) - CLICK HERE

Then grab your API key.

And enter it in the HTTP modules in the scenario. 

Then you need to input the influencers/competitors you wish to scrape from. Just input their LinkedIn URL in the JSON:

You’ll also need a Google Sheet with these four columns: 

Be sure to connect the sheet here: 

What are those columns for? 

It collects the name, description, and profile URL of all the commenters on your competitor’s or niche influencer’s posts.

The last column, “Sent”, is so that you can mark whether you’ve already sent them a connection request later (this will be in a different scenario). 

Finally, that last HTTP module, calls a Webhook. 

You’ll need to upload the LinkedIn Deduper scenario, click to create a new webhook on the trigger module, then when you’ve created that webhook grab the URL and bring it back to this module… 

Linkedin DeDuper scenario - 

LinkedIn Influencer Scraper scenario - 

That way, when the LinkedIn Influencer Scraper is done running, it will trigger the next scenario, which is the DeDuper to remove any duplicates (since people may be following more than one of your competitor/influencers at once.

*Final Note 

This scenario is set up to run three scrapes, but you can add as many as you like. Simply hold down Shift, then drag the mouse over a row of modules (Scraper, Repeaters, Tool, Google Sheet, and Break), then right click “copy modules” then paste anywhere on the canvas. 

Viola, you have another arm of scraping. Just input a new LinkedIn profile URL and connect it to the router. 

Just be aware of how many scrapes you have left in your account tier. 

LinkedIn DeDuper 

This is actually a simple flow that removes duplicates from your leads sheet. Simply create a webhook by clicking “Add” in the first module (as instructed above). Then connect the proper sheet to all the Google Sheets modules. 

That’s it. 

Disclaimer, I did not build this scenario, I merely added the webhook to it. The original is a template provided by Make - CLICK HERE

And these scenarios are how you build a growing list of leads that you can then do outreach with.