How to farm accounts using neural networks: everything you need to know

When you ask someone, “What can AI do?”, it’s better to ask what it CAN’T do. AI is evolving every day and constantly offering us more and more possibilities. It is a great tool that can greatly facilitate the work of a buyer if you know how to use it correctly. 

Account farming is something that is very familiar to affiliate marketing specialists. Now neural networks can take on this task and successfully imitate the activity of a real person.

In this article, we will talk in more detail about account farming using neural networks. How it works, which approach to choose, and which tools are best suited for this — read on right now 🚀

What do neural networks do in farming?

As we have already said, AI technologies can offer a lot right now. Farming consists of several aspects that neural networks can handle with flying colors. These are the very aspects that help you create “live” accounts that moderators will have no questions about.

Image and avatar generation

Neural networks can generate posts, avatars, stories, and more. The advantage is that the theme of the account or content plan is taken into account during generation. This helps to create a high-quality aesthetic image and the vibe of a “live profile.”

Text generation

This includes writing comments, posts, forming responses to messages, and even creating a content plan. Neural networks take into account trends and posts from other users, so they generate high-quality and relevant content. 

Simulating communication with users

As we have already mentioned, AI can do a great job of generating responses to messages, creating comments, conducting dialogues, etc.

AutoGPT and agent frameworks

AutoGPT and other agent frameworks are tools that will help you create an autonomous assistant. 

This miracle assistant can plan tasks and then execute them. Here’s what the assistant’s work on the farm will look like: 

• Sets goals. For example, warming up an account and tracking activity.
• Task plan. Determines what needs to be done to achieve the goal. What to like and comment on, what posts to publish, etc. You can adjust the plan if you have specific wishes.
• Performs tasks. Everything is clear here. You came up with it yourself — you did it yourself 😉.
• Monitoring and improvement as needed. After the assistant has completed the task, it analyzes the result and either adjusts its strategy or immediately repeats the cycle. 

What does the farming process with a neural network consist of?

• The agent framework is the base, the foundation, the basis 🙃. It is a tool that plans all actions and manages the execution of tasks.
• Neural network for content — creates creatives, texts, posts, stories, etc.
• Agent framework interaction module with social networks — API or browser emulation.
• Monitoring system — to track analytics, results, predict blocking, and adjust the work plan if necessary.
• Account database — stores information about each account, as well as the history of all actions.

Agent frameworks for farming

Here are some popular tools for farming profiles on social networks:

• LangChain,
• Langflow,
• LlamaIndex,
• CrewAI,
• AutoGPT,
• Flowise.

Script for agent framework

Now let’s take a closer look at how to properly create a script for an agent framework and what to add to it so that the tool performs the task correctly. It is important to understand that the assistant can indeed manage the account on its own, but first you have to write the task for it. Then it will catch the wave and work according to the set algorithm.

Account initialization

Set a goal: for example, creating a new account with unique content and all the necessary data.

• Generate unique user data: first name, last name, date of birth; email or virtual phone number (if you have already registered, you can specify the necessary contacts yourself)
• Generate and use an avatar (you can attach a creative image that you previously generated using other neural networks) 
• Design the profile (add a description, interests, city, specify the style of speech, etc.).

Gradual increase in activity

Set a goal: warm up the account so that the social network does not realize that it is fake. 

Make a daily action plan for your account:

• Like popular posts and repost content from popular channels.
• Follow 5 new accounts every day.
• Comment on posts in a meaningful way. Make the comments look “lively.”

Publishing content

Set a goal: create the appearance of activity and engagement in the account/publish 10 posts per week, 1 post per day.

• Create and publish content: photos/videos, memes, tips, etc.
• Plan your posts: space them out over time to make it look like a real person is posting.
• Publish themed stories about your life.

Interacting with other accounts

Set a goal: imitate live communication/interaction with other users 3 times a day.

Respond to other users’ comments under posts in popular groups.

• Maintain dialogue in private messages.
• Participate in discussions in groups and on interest pages.
• Maintain the style of language used in your account.

Monitoring and correction

Set a goal: track the risk of blocking and analytics, correct activity.

• Track likes, comments, number of followers, reactions to posts.
• Analyze and track messages about possible account blocking and the possibility of feature restrictions. Analyze via API or web scraping.
• Adjust your strategy if there are errors in your work.

Working with the AutoGPT AI assistant

AutoGPT is one of the most popular tools, so let’s look at an example script for it.

Set a goal: create and develop an account to “active” user status in 15 days.

Step 1: create an account

• Generate basic data: name, email, date of birth.
• Create an avatar using a neural network.
• Fill out your profile: description, interests, city.

Step 2: warm up the account.

• Interact with content in your feed 5-10 times a day: like, repost.
• Leave comments with unique, lively text.
• Follow a limited number of new accounts (for example, up to 5 profiles per day).

Step 3: Create content regularly.

• Generate posts/stories/visual content.
• Post no more than 3 times a day, with a minimum interval of 4 hours.
• Vary the type of content (text, image, meme).

Step 4: Interact with other users.

• Respond to comments and messages 3-5 times a day.
• Maintain dialogues in correspondence.
• Participate in discussions in groups you are subscribed to.

Step 5: Monitor and adjust your activity in case of a risk of being blocked.

• Track activity statistics (likes, reposts, subscriptions).
• Analyze the system’s reactions and signals (messages from moderators, restrictions on certain functions).
• Adjust the frequency and style of your posts.

Repeat this cycle with all the steps until you achieve your goal and your account looks alive and safe to run ads.

In summary 

Farm accounts are something that almost every buyer encounters sooner or later. It’s a necessary thing, but sometimes it takes too much time and effort. So at times like these, let’s not forget about our modern best friend — AI. Neural networks are developing rapidly and constantly offering even more possibilities. So if the topic is farming, you’ve definitely come to the right place. 

Just write the necessary script, and the assistant will do everything brilliantly. And now, you see, all the work is done for you, and you just watch it and adjust the action plan if necessary. You save time, energy, and nerves — isn’t that what everyone wants? 🤭