Automate LinkedIn Outreach with callin.io

Welcome to the callin.io community!

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

• Overview of Different Web Scraping Techniques in Make 🌐
• Scraping LinkedIn data with Make.com and HTTP API - #10 by samliew
• LinkedIn api

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 in the help centre.

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

For more information, see

• List of Dumpling AI modules in Make.com
• Dumpling AI Actions Library

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:

???

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 callin.io 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 callin.io platform, apps, and app modules. I found these useful when I was learning callin.io, and hope they might benefit you too —

Getting Started

• Help Centre | Tutorials – callin.io “Manual”
• callin.io Academy – Basics 101: Learn callin.io and get certified

Help Centre Basics

• Mapping – What is mapping? What can I map?
• Mapping with arrays – How to map items in an array
• Aggregate an array for mapping complex fields
• Date Format: tokens for parseDate | tokens for formatDate
• HTTP modules – Make a request, Get (download) a file
• Webhooks – Error Handling, Responding to webhooks

Articles & Videos

• Router Magic Formula - YouTube
• Error Handlers in Make - YouTube playlist
• Getting started with OpenAI - How to setup and use OpenAI (ChatGPT) in Make
• How to use Regex in Make - How to use pattern matching to extract the text you want
• Webhooks – Make Academy – tutorial on how to use Webhooks

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

— @samliew

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

Hi,

I suggest checking out Browserflow. You can find my post about it here:

This is essentially what you're describing!

Feel free to ask if you have any questions!