Automate Linkedin Outreach

Hi automation experts, I want to create a linkedin outreach automation system where system can,

  • Search for specific profiles
  • Scrap their data and Create a personalized message
  • Send connection request (I’m not sure if we can send message to anyone without connection)
  • When they reply, communicate with the prospects on our trained sales data.
  • Handle the objections and book them on a meeting.

I’ll be really thankful if someone can guide me through this. A highlevel roadmap will be enough for me to get it started. Thanks

Welcome to the Make community!

For more information on scraping LinkedIn, see these similar questions previously asked by other community members, which may answer your question:

To do this, you can try using the OpenAI “Create a Completion (Prompt)” module —

Creates a completion for a prompt or chat.

For more information, see https://www.make.com/en/integrations/openai-gpt-3, and https://www.make.com/en/help/app/openai-gpt-3 in the help centre.

or you can use other AI modules, like Dumpling AI.

For more information, see

I don’t think this is possible. Try using LinkedIn Premium instead.

How?

This is called a RAG (Retrieval-Augmented Generation).

Dumpling AI does RAG:
Screenshot_2025-03-15_120340Screenshot_2025-03-15_120335

???

You can try Chatbase, which allows you to build and train a custom GPT assistant chatbot to handle customer support and engage with users. It also allows lead handling, managing contacts, and integrations with calendars for streamlined booking right within the chat window. You can try an example Chatbase implementation linked on my forum profile.


I would suggest completing the Make Academy before jumping into building a complete scenario. If you need specific assistance when you are building a scenario it’s easier to help you then. Otherwise, you can also hire a professional by posting a request in the Hire a Pro category to request for private 1-to-1 assistance via video call/screenshare/private messaging/etc. This may help you get your issue resolved faster especially if it is urgent or contain sensitive information. It is important to post your request in the Hire a Pro category, as forum members are not allowed to advertise their services in other categories like here (even if it’s free/unpaid). Posting in the Hire a Pro category will allow other members to assist you over other forms of communication.

Here are some useful links and guides you can use to learn more on how to use the Make platform, apps, and app modules. I found these useful when I was learning Make, and hope they might benefit you too —

Getting Started

Help Centre Basics

Articles & Videos

Hope this helps! Let me know if there are any further questions or issues.

@samliew

P.S.: Investing some effort into the Make Academy will save you lots of time and frustration using Make.

Hi @nomanxmrwt,

I think you should have a look at Browserflow, have a look at my post here:

Its basically what you are describing!
Let me know if you have any questions!