AI sales agent (on n8n + OpenAI + Social media integrations)
Format: Project / Partnership / Remote mode
Team: Early-stage business owners, Owners "charged" with creating a top product in the automated sales niche through AI
Role Objective
Implement and launch a fully functional AI Sales Manager — an agent that will communicate with a large number of clients via Instagram/Manychat, based on a vector knowledge base, brand style, sales logic, and integrated automation through n8n.
What needs to be done
1. Technical Integration
Build a unified workflow on n8n or a similar platform (by agreement)
Integrate API Instagram, Manychat, database, AI core (OpenAI/GPT/Claude)
Ensure operation without lag
2. Vector Knowledge Base
Structure the following into a vector database:
Sales scripts
Scenario logic
Product range
Successful/unsuccessful dialogues
3. AI Training + Style
Build a prompt system
Configure response style (tone, style, framing)
Built-in logic: dialogue management leading to sales
4. Product Functionality
Full implementation of all functions from the technical task (chat, classification, response, handover to a human, etc.)
5. Documentation
Complete technical documentation (database structure, prompts, instructions)
Video instructions explaining the workflow
6. Security and Handover
Transfer all access to services and environments
What skills you should have (key platform skills)
⚙️ n8n or similar
🧠 OpenAI
📲 API integrations: Instagram, Manychat, Telegram
🧾 Vector databases (know how to fill, work with, perform QA search)
💬 Prompt engineering (prompt engineering for sales and AI tuning)
🧩 Understanding sales logic and funnel stages
🔐 Cybersecurity and documentation
We offer
Loyal business owners
Full autonomy — your decisions = your architecture
Payment: negotiable (budget available, possible bonus for quick and quality results)
Partnership potential, CTO role, or AI department head
How to apply
Send a brief description of relevant experience (cases, project links, GitHub, videos, etc.)
If you have worked with AI agents for Instagram/chatbots — that’s +100 🔥
Write 2-3 sentences: how you would solve the task of building an AI Sales Manager in a personal chat or in a comment
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Hi! Interesting project — ready to get involved. I have previously worked on AI removing watermarks and backgrounds from images, and also trained a model.
How I would solve the AI Sales Manager task:
I would build a workflow in n8n, where all messages from Instagram/Manychat are directed to OpenAI with a custom prompt system. Based on a vector knowledge base (scripts, cases, product matrix), the agent provides responses in the brand's style, with dialogue logic leading to a sale, and automatically transfers the dialogue to a human under certain conditions.
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93 1 0 There is a ready multimodal Instagram AI agent for Direct and comments. It works directly with the Meta API.
Understands images \ videos and conducts relevant dialogue.
Refers to vector databases. Remembers everything about everything and can revive suspended chats within a 24-hour window.
Additionally trained on the experience of sales leaders.
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1315 7 0 Good day.
Ready to take on your project.
I can develop such an AI agent for you using n8n and Manychat/SendPulse.
Write to me privately, we will discuss all the details and choose the best solution for you.
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2848 17 0 1 Hello, Matvii!
I can fully implement all the tasks described. I have extensive experience.
I explained and showed my developments in more detail in the screencast:Google Drive
It is 16 minutes long, but I showed and explained very thoroughly what and how I did overall in N8N and specifically in AI agent construction projects.
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564 10 1 Hello Matvii,
Your AI integration project looks very interesting. We have extensive experience in machine learning and NLP.
We offer:
- Machine Learning solutions
- NLP text processing
- Computer vision
- Integration with existing systems
- Cloud solutions for AI
…
We can conduct a workshop with our AI specialists. I offer a free consultation. When is convenient for you?
Currently, we are working on a mobile application using AI. We do not disclose project details at the moment due to NDA, but we will gladly share our approaches and results.
I would be happy to discuss the details of your project, timelines, budget, and next steps in private messages.
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344 👋 Hello!
I am a beginner AI agent developer, specializing in automations with n8n + OpenAI, API integrations (Instagram, Telegram, Manychat), and AI communication logic for sales tasks.
I am currently actively improving in this niche and looking for practical cases where I can implement functionality on a real project. I am ready to adapt to your processes and offer a flexible rate — we can agree on a fair price depending on the tasks.
📌 What I can do:
Build a flow in n8n without lags (considering API limits)
…
Set up a vector database for sales (e.g., scripts + responses + categories)
Develop a prompt system focusing on style, CTA, and brand tone
Integrate with Instagram / Manychat and build logic for transitioning to an operator
I document everything and create video instructions
🎯 How I would approach:
n8n architecture with modules: input → classify intent → generate → send → fallback
Vector database (e.g., Weaviate) — for answers from knowledge base + product catalog
A well-thought-out prompt system with flexible logic — for dialogues before purchase
⚙️ I use: n8n, OpenAI, Pinecone/Weaviate, Telegram API, LangChain (basic)
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7134 13 0 Hello, I can send an example of work with AI in a private message, GitHub
https://github.com/onyx144
Currently, I work very often with AI and am interested in this, and I would be happy to work on this project
Regarding your question, I would build an AI Sales Manager as a modular system: knowledge — in a vector database, logic — through n8n, integrations with Instagram/Manychat — via API. The AI responds in the brand's style, guides the client to a sale, and transfers the conversation to a manager if needed. Everything works stably, autonomously, and is easily scalable.
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1322 13 1 Hello! I have experience working with n8n on more than 50 projects, and almost since its creation.. in the last year I have been actively studying and using this platform.
I have several projects on n8n where a RAG system is created, GPT+ vector database, + data retrieval, updates, prompt modifications, dynamic responses, etc..
I have many years of experience in other fields, so I can be considered for the role of PM.
Write if interested.
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Багато тексту ,а нічо не понятно.Що має робити бот?і нащо векторні бази даних....
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