Development of the Threads automation system based on n8n

AI & Machine Learning — incorrectly specified categories?

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It is necessary to implement a complex workflow in n8n for automating work in the social network Threads. Goal: to create a system of "smart" presence that combines keyword monitoring and imitation of live activity through a network of accounts.

Main functionality (Modules):

1. Scouting and reactions (Social Listening):

Parsing/searching for new posts in Threads based on a list of keywords (through HTTP Request or browser automation).
Filtering posts (avoiding duplicates, checking language, stop words).
Integration with OpenAI (GPT-4o): Generating contextual responses that gently recommend our product.
Automatic posting of a comment from one of the available accounts.

2. Internal activity (Self-Engagement):

Scenario for creating own posts on a schedule.
Logic of "self-sufficient" responses: Bot A makes a post -> Bot B and Bot C write comments/questions under this post after a specified random interval.

3. Account farm management:

Working with a database (Airtable/Google Sheets/PostgreSQL): logging actions, account status, limits.
Mandatory: Implementation of proxy rotation (HTTP/SOCKS5) and unique User-Agents for each account.
Error handling (Rate limits, dropped sessions).

Technical requirements:

Platform: n8n (self-hosted).
Stack: JavaScript (Code Node), HTTP Request, OpenAI API.
Experience: Experience with Instagram/Threads automation (through private APIs or headless browsers like Playwright/Puppeteer/Browserless.io) will be a decisive factor.

What is expected as a result:

Fully configured and tested Workflow (JSON file).
Instructions for adding new accounts to the database.
A brief guide on setting up prompts for AI.

Proposals 10

Oleg M.

22 0

Budget: 12000 UAH Deadline: 8 days

Hello!
I have 3+ years of experience working with n8n, OpenAI API. I am ready to develop a complex workflow in n8n for automating Threads: a social scanner for keywords, generating contextual responses through GPT-4, filtering and publishing comments, autonomous internal bot activity (posts + comments), and proxy/UA rotation with logging into a database (PostgreSQL/Google Sheets/Airtable).

Can we discuss the details?

Auto-posting to 16+ social networks based on n8n

Volodymyr Iavorskyi

0 0

Projects -
Rating -
Rating 362

Budget: 23500 UAH Deadline: 10 days

Hello!

I have practical experience in building complex workflows in n8n (self-hosted), integrations with OpenAI API, and implementing browser automation through Puppeteer/Playwright.

I am ready to discuss the architecture and implementation details.

Andrii Prokopiev

18 0

Budget: 3200 UAH Deadline: 30 days

Hello, Vitaliy!

I can't say that I have experience developing something exactly like Threads, but I have used all the elements in other systems. I worked with Puppeteer to develop an AI bot that sits in my meetings and takes notes on everything I say (something like NoteTaker, but for free and connected to internal systems).

So I would be happy to think through a cool architecture and implement the project. It's hard to immediately estimate the cost; I need to conduct research on how to do everything better. But I think we can aim for $700-800, considering that Puppeteer alone costs around $500 on the market (I analyzed it before implementing it for myself). As for the timeline, it would be good to have up to a month, but if it needs to be faster, we can manage within 2 weeks.

Bohdan Bielashenok

6 0

Budget: 27000 UAH Deadline: 30 days

Good day!

I am interested in your project and I am ready to take on its execution. I have extensive experience in developing similar CRM systems and admin panels - I am happy to help.

And here are the works I am NOT ASHAMED OF -
1) Admin panels and CRM system modules - Behance

2) Telegram bot for registering new students + built-in admin panel
Behance

3) Development of an extension for Outlook: Behance

Open to communication and discussion of details.

Valentin Solomko

1 0

Projects -
Rating -
Rating 898

Budget: 700 UAH Deadline: 1 day

Ready to develop an automation system for Threads based on n8n, using your requirements. I will focus on implementing scouting functionality, generating responses using OpenAI GPT-4o (can be made configurable), and managing accounts with proxy and User-Agent rotation. I will ensure reliable error handling and action logging in the database. I will provide a ready JSON workflow and instructions.

The main issue is bypassing Threads limits and creating natural activity that does not look like bot work. I will implement an n8n workflow where each account will receive an isolated environment through binding to a specific proxy and a unique User-Agent in PostgreSQL. For scouting, I will use HTTP Request with mobile app header simulation or integration with any browserless framework, which will allow stable collection of posts by keywords without blocks.

The system will include an intelligent filtering block on Golang and GPT-4o for creating native responses. I will build the logic for self-engagement reactions on queues with random delays (Wait node) to simulate the behavior of real users. You will receive a ready JSON file with configured rate limit handling and a detailed instruction for managing the account database.