Automation of content generation for products in n8n

Budget: 5000 UAH Deadline: 30 days

I will build an autonomous conveyor in n8n based on Gemini 1.5 Pro, which will fully replicate the logic of NotebookLM, but without your involvement.

Budget and deadlines are in personal correspondence.

Since NotebookLM does not have an API, and manual file uploads for each product are "death" for productivity, do you have a clear connection between file names and product IDs? Without this structure, any automation will fail at the data retrieval stage, and you will return to the routine you want to get rid of.

Budget: 8000 UAH Deadline: 21 days

Hello!
My name is Artem, I have been implementing AI solutions in performance marketing and automating advertising processes for over 3 years.
‼️During this time, I have developed a practical approach to using AI in advertising: a combination of proven marketing strategies, analytics, and AI tools that help test hypotheses faster, optimize campaigns, and scale results.
📊My main goal is to build advertising systems where AI helps attract more customers while using the budget more effectively.
I use automation tools, AI data analysis, and modern approaches to optimizing advertising campaigns for stable project growth.
I would be happy to learn more about your project, I suggest contacting me in private messages.
I look forward to your feedback!

Budget: 10000 UAH Deadline: 14 days

Hello! My name is Ilya, I have been working in AI automation and implementing AI solutions for over 2 years. ↗️ I have worked on projects of various scales, from small teams to companies with complex business processes. I help automate work tasks using AI: data processing, content creation, customer interactions, internal processes, and integrating LLM systems into daily operations. ✅ I have practical experience in building AI workflows, automating processes, and integrating AI tools (ChatGPT, Claude, Gemini, and other models) into business processes. I can work both independently and as part of a team with developers, marketers, and other specialists within the project. 📌 In my work, I first analyze tasks and current processes, after which I propose automation solutions. Without unnecessary complexity and without implementing AI where it does not provide real benefits. I am happy to discuss the details of collaboration and help determine which processes can be effectively automated in your project. I am ready to quickly get involved in the work. I look forward to the opportunity to collaborate!

Budget: 27000 UAH Deadline: 14 days

Hello! I am the project manager of Business Atlas. We specialize in developing AI solution architecture and data automation. Your task is a classic case of transitioning from manual AI usage to industrial scale through low-code tools.
Here’s how we will implement it:
1. Monitoring shortages: We will set up a scenario in n8n that will automatically check your database (Google Sheets or CRM) for products that lack descriptions or other content.
2. Automatic context gathering: The system will independently pull the necessary data: it will read information from Google Docs, parse links to websites, and extract data from tables for each specific product.
3. Generation through AI API: Instead of manual chatting in NotebookLM, n8n will send a structured request directly to the model (for example, GPT-4o or Claude). This allows for the use of more complex prompts and receiving responses strictly according to your template.
4. Recording results: The finished content will automatically be saved in a designated location (a cell in the table, a product card in CRM, or a new Google Document).
5. Scalability: You no longer need to create separate notebooks. The system can process hundreds of products in one run in the background without your involvement.
Project evaluation:
• Budget: $1,300 – $1,700 (depending on the number of data sources and the complexity of templates).
• Timeline: 10–14 working days.
We will replace the chaotic manual process with a clear algorithm that works autonomously and without errors.
Message me privately to discuss the structure of your data and start the automation process! Expand

Budget: 6000 UAH Deadline: 4 days

The main headache of this process is manually creating a new notebook in NotebookLM every time, uploading files, waiting for a response, and copying it. I will create a complete automation cycle in n8n: You update a Google Sheet with a new product, and the system automatically pulls the necessary Google Docs and spreadsheet data, generates a prompt, and writes the finished content back into the sheet or document. Since NotebookLM does not have an official API, I will implement an equivalent solution through the Gemini API or OpenAI with the same data sources -- the result is identical, but completely without manual actions. Before starting, I will clarify the number of products in the cycle, the exact format of the input data, and where to store the result. The cost is 6000 UAH, the deadline is 4 days.

Budget: 7000 UAH Deadline: 15 days

Hello!
My name is Nikita. I have been implementing AI solutions in paid advertising and automating marketing processes for over 2 years, working with Google Ads, Meta Ads, and TikTok Ads.
✅What you get when working with me:
— An AI-enhanced advertising strategy instead of chaotic launches
— Automation of analytics and control of project economics
— Systematic scaling based on data and AI tools
📈I work with projects of various scales and use AI for faster analysis of results, finding growth points, and optimizing advertising processes without unnecessary costs.
I am ready to discuss your tasks and offer a practical plan for implementing AI in your project's advertising.

Budget: 12000 UAH Deadline: 5 days

Good day! An excellent task for automating the content conveyor in n8n.

I have studied your process in detail. You are using a powerful RAG system (interacting with multiple documents). To automate this, we have two paths:

Path 1: Using the official NotebookLM Enterprise API (Google Cloud).
Recently, Google opened the API for enterprise users. If you have a Google Cloud account with billing enabled, I can set up n8n through custom HTTP requests (with OAuth2 authorization).
Process: n8n creates a Notebook via the API -> uploads your Google Docs/Links there -> sends a prompt -> saves the response to the database.

Path 2: Building an equivalent of NotebookLM within n8n itself (Cheaper and faster).
The regular (free) version of NotebookLM does not have an API. If you do not have an Enterprise account, the ideal solution is to build an equivalent within n8n using built-in AI agents (LangChain + OpenAI/Gemini).
Process: n8n scans the product list -> sees empty ones -> downloads the necessary documents and links -> feeds them to the AI with your prompt -> writes the finished text back.

Both options will completely eliminate manual work and copy-pasting.
Which path is closer to you? I am ready to discuss the details of your database (where are the products stored?) and start building.

Estimated assessment:
🕒 Timeline: 5-7 days.
💰 Budget: $250 - $400 (depends on the chosen path and the complexity of integration). Expand

Budget: 9000 UAH Deadline: 7 days

Hello!

According to the description, you already have a workflow through notebookLM, but it is completely manual — a notebook is created each time, files are uploaded, and the result is copied. This is exactly the type of task that can be effectively solved through n8n with an automated pipeline.

I have already worked with similar logic: automatic content generation based on tables + processing and saving the result without manual actions.

How I see the solution

We can build the following process:

Data source — Google Sheets (products for which content is needed)
n8n checks where content is missing
Pulls data (description, links, documents)
Forms a prompt and sends it to AI (OpenAI / similar)
Receives the result and automatically:
saves it in the required place (table / document / CMS)
marks the product as processed

(without manual copying and creating new notebooks)

My experience
automation through n8n (pipeline logic, conditions, data processing)
working with Google Sheets and content generation through AI
projects with full automation: from input data to result without human involvement Expand

Budget: 7000 UAH Deadline: 5 days

We understand your task: to automate content generation for products through n8n, avoiding manual creation of notebooks and file uploads. Our team offers a solution that integrates processes in n8n with your current workflow. We will set up a system that will automatically identify products without content, trigger generation through notebookLM, process data from Google Sheets and documents, and save results in the desired location without user intervention.

Our experience includes creating complex bots for task automation, such as monitoring cars on platforms with instant notifications. We work with APIs, integrations, and data processing systems, which allows us to effectively implement your project.

Budget: 6500 UAH Deadline: 4 days

Maxim, I understood from the discussion — own product with minimal content, the criteria for improvement are outlined in Google Docs. Kudinenko correctly noted the replacement of NotebookLM with Gemini API — I would like to add what is also important for production:

1. Batch processing: not one product at a time, but in batches — saves API quota and time
2. Automatic launch on schedule (cron in n8n) — no need to trigger manually
3. Error handling: if the API fails or the limit is reached — the product goes into the retry queue, not lost
4. Generation log: a table with the history of what was generated, when, for which product

Workflow: Google Sheets (products without content) → pulling criteria from Docs → Gemini API with a prompt according to your rules → recording the result back.

I would like to clarify: how many products are approximately added per month and in what format are the criteria currently in Docs — one file for all products or different ones?

Budget: 8000 UAH Deadline: 3 days

This is a ready-made solution https://dropshipping.izumof.in.ua
The system processes products, runs them through AI - sorts by colors, segments, generates descriptions, forms markup - a complete product card is generated.
Then you can export it to your store or Telegram/Instagram with a click.

We can refine it for you.