Automation of content publication on social media through a Telegram bot using AI

Budget: 2000 UAH Deadline: 2 days

Hello!
We are the Business Atlas team, official partners of n8n.
The essence of your project is not just link forwarding; all engineering and value here rely on three critical nodes that you have laid out very precisely.
The first is stable metadata collection. Parsing original descriptions from YouTube, Instagram, and TikTok "on the fly" and passing them into the processing system.
The second is AI adaptation for the premium segment. Setting up prompts for Claude/OpenAI, where the bot not only performs machine translation but packages the text under the Tone of Voice of Panatta: emphasizing Italian biomechanics, design, and brand status, adding native links.
The third is the Human-in-the-loop logic in Telegram. The bot provides an interactive menu (Publish, Edit, Regenerate), protects against duplicates by saving history, and reports the publication status for each channel.
These elements form the architecture of your "content hub," and this is precisely our area of expertise. We build such autonomous ecosystems based on the n8n orchestrator. Since we are official partners of n8n, we deploy the system on your VPS (self-hosted), ensuring complete data security, stability of limits, and no monthly overpayments for third-party connectors.
Our relevant experience and answers to your questions:
We have implemented over 50 projects in the UA/EU markets. Our portfolio includes a large-scale case "Content Factory" (automatic sharing and adaptation of 150+ videos on 25+ accounts across 5 social networks simultaneously), as well as autonomous AI-SMM agents that generate and publish content themselves.
Regarding API limitations of social networks:
Telegram, Facebook, and Instagram (via Meta Graph API) are fully automated. We will set up long-lived tokens so that authorization does not expire for months.
TikTok - the official Content Posting API allows automatic uploading of videos as drafts or directly for publication, but for premium business accounts, precise limit verification is required during diagnostics.
We propose to start with the first end-to-end slice: creating a Telegram bot, connecting it through n8n with AI, setting up parsing from one source (for example, YouTube), generating premium text in Ukrainian, and testing publication in a Telegram channel and Facebook.
The timeline for such a pilot is 2-3 weeks of work. We will finalize the budget and deadlines for the entire network of social networks after expert diagnostics, where we will check access to your business accounts.
Message me privately — we will discuss the details. Expand

Budget: 20000 UAH Deadline: 12 days

Hello! The task perfectly matches my expertise. Since Panatta is a premium segment fitness equipment brand, the texts cannot be templated. I will create a solution that not only automates cross-posting but also maintains the correct expert tone of voice (emphasizing Made in Italy, biomechanics, and quality).

Here’s how I propose to implement the solution (Stack: Python):
Instead of Make.com or n8n, I strongly recommend a custom development in Python (Aiogram 3.x + FastAPI + PostgreSQL). Why? Working with video files (especially parsing from TikTok/YouTube and uploading them to other social networks) in No-Code builders often hits hard limits on file sizes and becomes unjustifiably expensive due to operational costs. A custom backend will remove these limitations forever.

Logic of operation and bypassing limitations:

Parsing: You send a link. The bot retrieves the video description and downloads the media file through special APIs (for example, RapidAPI or yt-dlp) because a complete publication on Instagram/TikTok requires the actual file, not just a link.

AI adaptation: We will use the OpenAI API (model GPT-4o). I will write a deep system prompt tailored to the Panatta brand so that the AI not only translates but generates "live," emotional, and professional text in Ukrainian with your links included.

Moderation: The bot sends you a preview with buttons (Inline keyboard): “Publish,” “Edit” (waiting for the next message), “Generate again,” “Cancel.”

Database: All links are recorded in PostgreSQL, creating a solid protection against post duplication.

Social media limitations and authorization (Answering your question):

Telegram and Facebook Page: Full 100% automation through official APIs.

Instagram: Full automation is only possible through the official Instagram Graph API. For this, your account must be a Business/Creator account and linked to a Facebook page.

TikTok: The official TikTok Content Posting API allows direct video posting (Direct Post), but for this, a TikTok Business account and app registration in TikTok for Developers are required. If the account is regular, the API only allows uploading videos to the "Inbox" (Drafts) folder, and you will have to press "Publish" manually in the app.

I have extensive experience in developing complex Telegram bots and AI integrations (examples will be provided in private messages). I am ready to discuss the details and start working. Expand

Budget: 15000 UAH Deadline: 14 days

Hello! I understand the task: to create a Telegram bot that retrieves a description from a video link, translates it, and adapts it to the premium style of Panatta, and then publishes it on Instagram, Facebook, TikTok, and Telegram.

I propose to implement the solution based on my own backend (Python or Node.js) using the Telegram Bot API and OpenAI API for translation and text adaptation. For publishing on social media, I will connect the official APIs: Instagram Graph API, Facebook Graph API, TikTok Business API, and Telegram Bot API. For YouTube, I will retrieve the description through the YouTube Data API.

Fully automated publishing is possible for Telegram and Facebook. For Instagram and TikTok, there are technical limitations (manual confirmation via mobile device or authorization through a business account is required). I will suggest a hybrid scenario: the bot prepares texts and media, and the publication on Instagram/TikTok is partially automated with a preview. I will implement protection against duplication by checking the history of links in the database.

Are you open to using your own server-side instead of Make/n8n? This will provide more flexibility for adapting texts to the premium tone. I am ready to discuss the details here on the site.

Budget: 9000 UAH Deadline: 10 days

Good day, Maksym!

This is exactly my area — I create Telegram bots with AI content processing and auto-posting on social media.

The logic of your task, as I see it: you send the bot a link (YouTube / Instagram / TikTok) → the system extracts the video description, translates it into Ukrainian, adapts it to the voice of the Panatta brand, adds your links, and publishes the ready post on Instagram, Facebook, TikTok, and the Telegram channel.

Implementation: Telegram bot (Python) + AI (GPT/Gemini) for translation and text adaptation + integration of publication into each network via their API. Extracting the video description — through the respective APIs. The flow is simple: one link to the bot — ready posts everywhere.

Please clarify: (1) post the video itself or text+preview; (2) publication immediately or upon your confirmation; (3) how many networks to start with.

Ready to start. Approximately 9000 UAH, 10 days for a working version — I will clarify after the details. Expand

Budget: 20000 UAH Deadline: 7 days

Good day! I develop in Python, have worked on similar projects with React/Node.js, and am ready for collaboration.

Budget: 18000 UAH Deadline: 20 days

Good day! I have created Telegram bots that accept links, extract and process text through OpenAI, and then publish it themselves — with a queue, confirmation buttons, and a log to ensure nothing is duplicated. The most delicate part here is not the bot itself, but the platform access: Instagram posts through the Meta API only when the account is professional and linked to a Facebook page, and on TikTok, you first need to check if the Content Posting API is open to you. Can you let me know if your Instagram is already professional and linked to the FB page? This will determine how much can be fully automated and where manual confirmation will remain. I am ready to take this on; we can agree on the deadlines.

Budget: 18000 UAH Deadline: 10 days

Hello! The task is completely clear. Creating such a combine for Panatta is a great solution, but it is important to consider the nuances of the API so that the automation does not "fail" due to platform updates.

I suggest implementing the project based on n8n (if a visual builder is needed without large monthly limits of Make) or pure Python (asynchronous bot + backend) for maximum stability and protection against post duplication.

How the solution will be implemented:

Data collection: The bot receives a link, extracts the original description and uploads the actual video (not just a link to it, as social networks do not like external links) through special libraries/API.

AI adaptation: We will use the OpenAI API (GPT-4o). I will write a strict system prompt (system instruction) where I will fix the tone of voice of the Panatta brand: emphasis on premium quality, Italian biomechanics, Made in Italy, and status. No "machine" translation.

Moderation in the TG bot: The bot provides the ready text, video, and inline buttons (Publish / Edit / Regenerate). Publication only goes after your "OK."

Regarding the limitations of social media APIs (an important point):

Telegram and Facebook: Full automation without problems (text + video).

Instagram: The official Graph API allows auto-posting Reels for business accounts, but there are limits on video size and formats.

TikTok: Requires authorization through the official TikTok Content Posting API. Sometimes for new accounts, there is a "draft" mode (the video goes to the app, and the publication needs to be confirmed by a finger). I will provide more details after analyzing your current pages.

I have experience in AI integration and building publishing bots. I am ready to discuss the details and set up a stable system. Expand

Budget: 25000 UAH Deadline: 27 days

Hello. I can create this bot on my own backend:
Python (FastAPI)
aiogram 3 (Telegram Bot)
PostgreSQL
Redis (queues)
Since this will work faster, be cheaper to maintain, and allow for easy addition of new features.

It will also be necessary to analyze the possibility of automatic publication on the specified platforms. Feel free to contact me, and we can discuss your project in more detail. I can start working on it.

Budget: 12000 UAH Deadline: 14 days

Familiar task. Telegram bot as a remote control: AI generates a post, you confirm in the bot — and it publishes on Instagram, Facebook, Telegram, and TikTok.

Budget: 27000 UAH Deadline: 25 days

The benchmark for the first working stage is 120,000 UAH and 20-25 working days. I would not do pure Make.com, but a hybrid - a Telegram bot, a small backend, a history database, a publication queue, integrations through official APIs and the OpenAI API for translation and adaptation of the tone of Panatta.

We can keep it simple - for the first version, the bot accepts links, extracts descriptions, prepares Ukrainian text, shows buttons for Publish, Edit, Generate Again, Cancel, and after confirmation, distributes publications across platforms and shows the status for each. Separately, I will implement protection against duplicates, a publication log, and brand tone templates - premium, Made in Italy, biomechanics, design, professional level.

Regarding automation - Telegram and Facebook can be managed almost completely automatically. Instagram - through the Meta API, if the account is professional and correctly connected to the Facebook page. TikTok - most likely with limitations, we need to check the available Content Posting API mode for your account, sometimes manual confirmation or another scenario is required. YouTube is better used as a source of metadata rather than as a channel for republishing videos without checking rights and API conditions.

After gaining access, I will check the API limitations for your accounts and provide a precise scheme. For preliminary assessment, I need 2 answers.
> Are all Instagram and Facebook accounts already business accounts and connected in Meta Business?
> Does TikTok require auto-publishing of videos or is it sufficient to prepare a post with confirmation through the bot?

Similar examples Ingello
> https://business.ingello.com/fractal - AI automation and complex process logic
> https://business.ingello.com/tts - working with AI, text, and quality of speech delivery
> https://business.ingello.com/vorfahr - product automation with integrations and scaling

Main page for FLH - https://systems-fl.ingello.com/ua

Overall, it's a reasonable task for systematic implementation, but !!the key risk here is not AI, but the publication rules in Meta and TikTok!! =) Expand

Budget: 7000 UAH Deadline: 2 days

Hello! I propose to implement a solution as a Telegram bot + custom backend on Python/FastAPI + PostgreSQL. For AI adaptation of texts, we will use the OpenAI API, and n8n will be used only if needed for specific technical scenarios.

Logic: the bot receives a link, determines the platform, retrieves the available description, generates Ukrainian text in the style of Panatta, shows a preview, and buttons "Publish / Edit / Generate Again / Cancel." After confirmation, it publishes the content, saves the history, and protects against duplicates.

Telegram, Facebook Pages, and Instagram Professional can be automated through official APIs if the necessary access is available. For TikTok, full auto-publishing is possible through the Content Posting API, but for public posts, the application must pass TikTok's audit; until then, a scenario with uploading a draft for manual confirmation is possible. TikTok API YouTube video description is available through the YouTube Data API. YouTube API

Costs for the OpenAI API, server, and paid services are paid separately.

Before starting, I will conduct a brief check of API access and agree on a stable authorization scheme for each social network.

Budget: 6000 UAH Deadline: 10 days

Hello, Maxim! I will create a Telegram bot that accepts a link to a video (YouTube/Instagram/TikTok), uses AI to get a description, translates and adapts the text to the Panatta style, adds links to social media, and publishes the finished post on Instagram/Facebook/TikTok/Telegram. I will use the APIs of social networks and OpenAI/Claude for the text, with a Node.js stack. I will start with 1-2 platforms (for example, Instagram + Telegram), and will connect the others after testing the logic of translation/adaptation of the text. I am ready to discuss the details regarding the formats of posts for each platform.

Budget: 9000 UAH Deadline: 5 days

Hello! I see the task as automating the content process: source of ideas/materials → text generation/adaptation → approval → publication on social media → logging results.

I can create the first working scenario using n8n/Make: receiving content from a table/Telegram/form, preparing text through AI, scheduling publication, sending to the necessary channels, and recording statuses in a table or CRM. I would separately include manual approval so that the automation does not publish raw or risky content without control.

I work with AI/no-code automation, processes, and integrations, so I can start with a simple MVP scenario and then refine the logic based on your actual content process after testing.

Budget: 20000 UAH Deadline: 10 days

Hello!

1. How I see the implementation: The Telegram bot receives a link → determines the source (YouTube/Instagram/TikTok) through their public APIs/oEmbed → extracts the description → sends it to LLM with a prompt embedded in the style of Panatta (premium, Made in Italy, without dry machine translation) → shows you the result with buttons Publish/Edit/Generate again/Cancel → after confirmation, publishes to all platforms through their official APIs. This is essentially the same architecture that I have already built in my project (AI content processing + manual approval through inline buttons in Telegram + publishing to multiple channels simultaneously). I can show an example in private messages.

2. Stack: custom backend on Python + Telegram Bot API + OpenAI/Claude API for text adaptation. I wouldn't use Make.com/n8n for this task — with a custom backend, it's easier to control the logic of approval, link history, and protection against duplicates.

3. Regarding the platforms: I have experience with a similar integration with the Threads API (publishing, working with media), but not specifically with Instagram/Facebook/TikTok APIs. An important point: TikTok and Instagram often require business verification and app approval for full automatic publishing — this will need to be checked separately for your account at the start of the project. Facebook and Telegram are the easiest, full automation is feasible there.

4. Timeline: approximately 10-14 days for the basic version (Telegram + Facebook fully automated, Instagram/TikTok after checking API access).

5. Cost: approximately $400-600 depending on how many platforms can be fully automated. I will provide the exact figure after checking API access to the platforms.

6. Similar projects: Factify — my own AI pipeline for automatic content publishing in Telegram and Threads with AI processing and manual approval. The architecture is public: github.com/Pitchbrowatch/factify

I am ready to discuss the details and clarify access to your account APIs. Expand

Budget: 10000 UAH Deadline: 5 days

Maxime, good afternoon!

I understand: the Telegram bot accepts video links, the system takes the description, AI translates it into Ukrainian and adapts it to the voice of the Panatta brand, adds links to your social media, and publishes on Instagram/Facebook/TikTok/Telegram — with a preview and buttons for Publish/Edit/Generate Again/Cancel.

This is my setup: Telegram bot + AI (OpenAI/Claude API) + publication through social media API. I will do it on my own backend (more reliable and flexible than Make/n8n for custom text adaptation logic).

One important technical point honestly, because such projects usually stumble on it: auto-publishing across platforms varies. Facebook and Instagram — through the official Meta Graph API (works reliably). However, TikTok heavily restricts auto-posting via API — here you either have the official Content Posting API with its limits, or a semi-automatic setup (the bot prepares the post, you publish it with one click). To be honest from the start, I will say what can be fully automated and what can be partially.

Estimated MVP (Telegram bot + AI adaptation + publication in Telegram/FB/IG + preview and confirmation) — starting from 10,000 UAH, TikTok — separately after clarifying the limits. Ready to start.

Budget: 1000 UAH Deadline: 1 day

Good day!

I see the implementation on n8n (self-hosted) + OpenAI API — more flexible and cheaper to maintain than Make/Zapier, and easy to scale. Logic: The Telegram bot receives a link → parsing the description (via yt-dlp/API of the platform) → GPT translates and adapts it to the tone of voice of Panatta (premium, Made in Italy) → adds links to social media → shows a preview in the bot with buttons "Publish/Edit/Again/Cancel" → publication via API.

Regarding platforms: Telegram and Facebook — publication is fully automated without issues. Instagram — also possible through Graph API (Business account), but there are format restrictions and prior authorization through Meta Business is required. TikTok — the most complicated, the official API for publication is limited and gets approved slowly, so it’s more realistic to do it semi-automatically (the bot prepares text + video, publication manually in one click) or through third-party services with a risk of blocking — I will honestly mention this at the start.

Duplicates — checked by hash/ID of the link in the database, the history of processed links is also stored.

Timeline: 2–3 weeks for MVP (full cycle for Telegram + Facebook + Instagram, TikTok — semi-automation).

I will send the cost and examples of similar automations in a private message. Expand

Budget: 8000 UAH Deadline: 14 days

I will create a Telegram bot using aiogram 3 + FastAPI: you send links, the bot pulls metadata, AI prepares Ukrainian text in the tone of Panatta, and after your confirmation, it publishes automatically on Telegram and Facebook, on Instagram via Graph API for business accounts, and for TikTok depending on your account's access to the Content Posting API or a one-click publishing option. I will build the entire cycle based on the principle of human in the loop: no post goes live on its own, the bot shows a preview with buttons Publish, Edit, Generate Again, Cancel, and you can edit simply by replying to the bot with your text option. One nuance to consider right away: in Instagram and TikTok, the video description often consists of a single line and hashtags, so there’s nothing to translate there. Therefore, I will also extract the audio track of the video and run it through Whisper; the post will be generated from the essence of the video, not from an empty description. I will calibrate the brand tone not from my head: I will collect a dozen of your already published posts as a benchmark and adjust the prompt until the style matches. The history of processed links, protection against duplicates, and publication status for each network will come to the bot. You can check a live bot with AI processing now: find auth_ai_radar_bot in Telegram. I already know a bit about Panatta; I analyzed the brand when I applied for your B2B client search project. We will discuss the details in the chat.

Budget: 27000 UAH Deadline: 7 days

Ready to discuss the details, feel free to write.

I have experience with the tasks you described.

Budget: 10000 UAH Deadline: 8 days

I understood the idea - you send the bot a link to a video from YouTube, Instagram, or TikTok, and the system automatically takes the video description, translates it into Ukrainian, adapts it to the brand's style, and publishes the ready post immediately on Instagram, Facebook, TikTok, and the Telegram channel. I will create a bot that accepts links, pulls the video description, and uses AI to adapt the text to the brand's live communication, adding the necessary links to social media. I will set up the publication in all four channels so that one post from the bot spreads everywhere at once without manual copying. I will test it on several real videos from different platforms to ensure stability before handing it over to you. I am ready to discuss the details of the Panatta brand style so that the text sounds natural.

Budget: 4000 UAH Deadline: 10 days

Hello, Maksym! I would be happy to help you with the publication and adaptation of content.

Here’s what you will get after launching: you send one link to the Telegram bot, the system automatically extracts the video description, translates it into Ukrainian, adapts it to the tone of voice of Panatta, and prepares a separate post for each platform. Before publication, you see the text, click "Publish" — and the content goes directly to Instagram, Facebook, TikTok, and the Telegram channel without any manual steps 😄
Here are similar projects with numbers:

📍 Built Zapier: monitoring Google Drive + GPT text generation + auto-publishing in Discord — reduced manual work with content by ~65% ✅
📍 Built Make: Typeform + HubSpot with deduplication, auto-tasks, and Slack alerts — reduced manual data entry by ~70%, response time by 50%+ 💪
📍 Set up n8n email monitoring with Gemini resumes in Notion and Telegram alerts — zero missed messages 🎯

Looking forward to your DM
Best regards,
Vlad Expand

Budget: 1000 UAH Deadline: 1 day

Good day, I am writing on behalf of the company Devoxen. We specialize in AI automation, Telegram bots, and integration with social networks. We have extensive experience in creating similar solutions using OpenAI, n8n/Make.com, and our own backend. We will propose an architecture where the Telegram bot will accept links, determine the platform, obtain a description, adapt it using AI to fit the brand style of Panatta, provide a preview and confirmation option, and then publish through official APIs where supported. We will also implement a processing history, protection against duplication, stable account authorization, and status notifications for publication. Before starting, we will thoroughly analyze the API limitations of Instagram, Facebook, TikTok, and propose the optimal solution for each platform. We will do this without unnecessary questions and wasting time. We also provide a guarantee and, if desired, further support. We can take your project into work immediately after discussing the technical specifications.

I suggest moving to personal messages for a more detailed conversation.

Budget: 5000 UAH Deadline: 10 days

Hello! The task is completely clear, the project is cool and absolutely feasible. I specialize in Python development, DevOps, and AI integration, so I can clearly see how to architect it correctly so that it doesn't break.

Let me say right away about the stack: for a premium brand like Panatta, no-code options (Make.com, Zapier, etc.) should not be considered at all. They will quickly become a problem: there are strict limits on video file sizes (and you need to transfer Shorts/Reels), an expensive subscription if there are many posts (because they charge for every action), and it's difficult to customize the prompt for OpenAI to fit your Tone of Voice.

I suggest writing a custom backend in Python. This will be stable, flexible, and fully under your control.

Here’s how I propose to implement it:
Bot and Backend: We will write in Python (aiogram + Celery + Redis). This is essential so that the bot doesn’t "hang" while downloading or publishing a heavy video. Everything will work in the background.

AI module: We will integrate the OpenAI API (gpt-4o / gpt-4o-mini). We will write a clear system prompt so that the AI doesn’t just translate dryly but adapts the text to premium: Italian quality, impeccable biomechanics, status, design, professional level. No machine translation — only live, expert language.

Parsing: We will use yt-dlp (for YouTube/TikTok) + stable proxies/gateways for Instagram to bypass their blocks and always accurately retrieve the original description.

Database: A modest PostgreSQL or SQLite. It is needed to store history and protect you from duplicates (the bot will check the video ID and will not allow the same one to be published twice).

Deployment: We will package everything in Docker and deploy it on a VPS (for example, Render or AWS). I will set up auto-deploy (CI/CD): updated the code — it will automatically rebuild on the server.

Regarding social networks and restrictions (we publish the video itself, not links):
Telegram (100% automatic): Through the standard API. The video is uploaded as native, text with buttons and links is added (up to 1024 or 4096 characters if the channel has TG Premium).

Facebook Page (100% automatic): Through the Graph API of the page. We will generate a long-term access token, which we will securely store on the server. Posting goes to Reels or the video feed.

Instagram Business (100% automatic): Also through the official API. The main thing is that your account must be Business (not Creator). Then Reels are uploaded completely automatically.

TikTok (Semi-automatic / Automatic): The direct TikTok API has complex verification for developers. The most stable and secure option for the account is to upload videos via the API in "Draft" status already with your premium content. Expand

Budget: 14000 UAH Deadline: 6 days

Hello! The Panatta brand represents the pinnacle of engineering thought in the fitness industry (Made in Italy, premium biomechanics), so the texts must convey status rather than a dry machine translation.

I propose to implement this solution based on a custom asynchronous backend (Python / aiogram 3.x / FastAPI). Platforms like Make.com or n8n will not work here, as Instagram and TikTok strictly block direct attempts to scrape video descriptions without authorization. Custom code will allow for stable API rotators to guarantee the collection of metadata.

Technical architecture and implementation:

Content parsing: The bot receives a link ➔ studies the source ➔ extracts the original text through specialized modules/API (from YouTube via the official API, from IG/TikTok — through optimized limit-bypassing services).

Premium AI adaptation: I will integrate GPT-4o or Claude 3.5 Sonnet. I will write a strict system prompt under the positioning of Panatta: focus on luxurious design, professional level, anatomical accuracy of the machines, and the vibrant Ukrainian slogan of the brand.

Interactive interface in TG: The manager sees a preview of the post for each social network and manages the process through Inline buttons: "Publish," "Edit," "Generate Again," "Cancel."

Database: PostgreSQL/SQLite with hash fixation of original links — this will 100% protect against accidental post duplication.

The reality of publication automation (API limitations analysis):

Telegram channel and Facebook Page / Instagram Business: Full automation through official APIs (Meta Graph API). It publishes instantly with one click after confirmation in the bot. The authorization scheme is through permanent system access tokens (they do not expire).

TikTok: The official Content Posting API allows for automatic video uploads with text but requires a clear business account. As an alternative, for reliability, a separate quick copy button for the adapted text and media file can be provided for manual upload in 10 seconds.

In the end, you will receive a reliable business tool, packaged in Docker, that automates the routine of an SMM manager. Expand

Budget: 20000 UAH Deadline: 14 days

Good day, Maxim.

I have reviewed the project. I do not have examples of automation specifically for publishing. However, I have completed projects involving candidate selection using AI (a Telegram bot communicated with candidates and selected suitable ones based on certain criteria, storing them in Google Sheets).

I envision the implementation of your project as follows: The Telegram bot receives a link, determines the source by URL (YouTube/Instagram/TikTok), extracts the original video description, Gemini adapts the text for Panatta (we will compose the tone of conversation and context together), and generates posts for each platform with links to your social media.

The bot displays the generated text with buttons "Publish / Edit / Generate Again / Cancel" — and only after confirmation will it publish on social media. Protection against duplicates is based on the hash of the source link in the state database.
Stack: n8n as orchestrator (webhook from Telegram, HTTP requests to platform APIs, state in Postgres/Sheets for history and duplicates), Gemini API for text adaptation, Telegram Bot API for the bot, and Railway for the server (quite budget-friendly).

Regarding limitations: Facebook and Telegram channel are fully automated without exceptions. Instagram — also full automation through the Content Publishing API, but a Business account, a linked Facebook page, and a public video URL are required (temporary hosting if the source is TikTok/YouTube).

TikTok is the only real risk point: unaudited apps can only publish in private mode, full public auto-publishing requires passing the TikTok App Review (2-4 weeks, beyond my control).

For TikTok, I suggest starting with the mode "draft in bot account → manual copy-paste in TikTok account" until the audit is passed. The timeline and cost above are for MVP without TikTok. Expand

Budget: 27000 UAH Deadline: 14 days

Good day, I can implement such a project without any problems - I have over 5 years of experience in developing Telegram bots and AI automations. I have worked with aiogram, OpenAI API, LLM integrations, and automation of publications through third-party services. I will implement a bot with AI generation or content processing and automatic publication on social media. Feel free to contact me, and we can discuss the details privately!

Budget: 10000 UAH Deadline: 5 days

Good day! I will create a Telegram bot: you send a link to a video (YouTube / Instagram / TikTok) → the system retrieves the description → AI translates it into Ukrainian and adapts it to the Panatta style → displays the text with buttons Publish / Edit / Generate again / Cancel → publication on Instagram, Facebook, TikTok, and Telegram channel.

Stack: Python (aiogram + FastAPI), OpenAI (I recommend gpt-4o-mini), Meta Graph API, TikTok API, database for history and protection against duplicates.

Limitations: IG and TikTok usually require video uploads, not just links; Telegram is the simplest. Full automation of all networks — after setting up Business accounts and Meta/TikTok API.

Portfolio: https://yegor10.github.io/PortFolioWeb3/

Ready to discuss the pilot and stages after access to social networks.

Budget: 8000 UAH Deadline: 3 days

Hello! My name is Denis, I am a Fullstack developer. I have experience working with React, Node.js, and integrations (API/Telegram/Email), so I am ready to implement changes in your form quickly and efficiently.
Here’s how I plan to complete the task:
1. I will update the calculation logic by removing the dependency on area and adding hour selection.
2. I will implement a flexible pricing system: I will move the prices to a separate configuration file or a simple admin panel (depending on your website's structure), so you can change them yourself.
3. I will set up the correct transmission of new data (hours, calculations before/after RUT) to the Telegram bot and via email.
4. I will maintain the functionality of existing forms and check the responsiveness of the interface.
My skills (React, Next.js, Node.js, NestJS, PostgreSQL) allow me to understand your code and make changes without disrupting the operation of other modules.

Budget: 27000 UAH Deadline: 20 days

👋 Hello, the largest and most interesting projects — Freelancehunt

Automation of this type is exactly my profile. I will create a bot that accepts links, extracts descriptions, translates and adapts them to the premium tone of your brand (Made in Italy, design, biomechanics) and publishes posts to your social media.

Before publishing, the bot will show a preview with buttons "Publish / Edit / Generate more / Cancel" — plus a history of links and protection against duplicates. 🤖

Honestly about the API: Telegram and Facebook — full automation, Instagram (business account) — also, with nuances, while TikTok is often semi-automated due to confirmation requirements. We will agree on the exact scheme at the start.

I take it turnkey and handle all the API dances myself — you will only need to send links to the bot 😎

💰 $800–1200, 2–3 weeks. Message me — we will discuss the details. Expand

Budget: 17000 UAH Deadline: 12 days

Hello, Maxim!

The project for the Panatta brand is very clear. Premium sports equipment requires an appropriate Tone of Voice (biomechanics, status, Italian design), so regular machine translation will not work here. I am ready to implement a reliable and flexible turnkey solution.

I will respond clearly to your points:

1. How I propose to implement it: A bot based on a finite state machine (FSM) will accept links ➡️ check them against the database for duplicates ➡️ extract the original description through stable third-party APIs ➡️ pass it to the OpenAI/Claude API with a specially configured system prompt for the Panatta brand ➡️ provide you with a preview in Telegram with inline buttons for moderation.
2. Stack: I strongly recommend a custom development in Python (aiogram 3.x + FastAPI + SQLite/PostgreSQL). Unlike No-Code builders (Make/Zapier), custom development will not require you to pay monthly subscriptions for operation limits and will work significantly more reliably. I deploy projects on autonomous hosting Railway (24/7 operation).
3. Social media limitations (honest analytics):
- Telegram channel and Facebook Page — full 100% auto-publishing through official APIs.
- Instagram — auto-posting is possible through the official Meta Graph API if your account is switched to Business/Creator status and linked to a Facebook page.
- TikTok — the strictest platform. If your business account supports the Content Posting API, we will enable auto-posting. If not, the bot will provide a perfectly prepared text and uploaded video for one-click publication to avoid shadow bans from the platform.
4. Estimated timeline: 10–14 days (work will be done in stages with tests for each communication channel).
5. Cost: I propose to start with the first stable version (MVP) within 15,000 — 18,000 UAH. We will finalize the exact figure after a brief analysis of the statuses of your current accounts.

You can view examples of my working bots in Python (including online client booking systems with automatic notifications and stores) in my freelancer profile.

I would be happy to help a premium brand automate content marketing. Let's discuss the details in private messages! Expand

Budget: 7000 UAH Deadline: 7 days

Hello!

I have worked on similar AI automations where content processing, AI text generation, and subsequent business process automation were launched through a Telegram/chat interface. In my projects, I used Make.com, OpenAI API, ChatGPT, Chatfuel, Voiceflow, and integrated them into a single automation system. I also have experience building AI marketing ecosystems with CRM and automated communication scenarios.

How I propose to implement the solution

✅ Stack

n8n (or Make.com — depending on the budget and future scalability)
Telegram Bot API
OpenAI API (GPT-4.1 or GPT-4o for text adaptation)
Meta Graph API (Facebook + Instagram)
Telegram Bot API
TikTok API (where available) or an alternative publishing mechanism according to platform capabilities.
Logic of operation
You send a link to the Telegram bot.
The bot identifies the source (YouTube / Instagram / TikTok).
It retrieves the video description.
AI translates it into Ukrainian.
AI adapts the text to the tone of voice of the Panatta brand (premium style, Made in Italy, biomechanics, professional segment).
Necessary links and CTAs are automatically added.
You receive a preview with buttons:
Publish
Edit
Regenerate
Cancel
After confirmation, publication is launched and the status is returned for each platform.
Additionally, a log of all processed publications and duplication protection can be implemented.
Regarding social media automation

✅ Telegram — fully automated.

✅ Facebook — fully automated through Meta API.

✅ Instagram — automatic publishing is possible for Business/Creator accounts through Meta API.

⚠️ TikTok — has certain API limitations. If the account supports Content Posting API — automatic publishing is possible. Otherwise, I will suggest the most stable scenario with minimal manual action.

Estimated timelines

10–14 days depending on access to APIs and account authorization processes.

Estimated cost

From 700 to 1200 USD, depending on the final logic, number of integrations, and the need for a custom backend. If non-standard API solutions or additional scaling scenarios are needed — after a brief discussion, I will provide an exact estimate.

Similar experience

I have implemented AI consultants, automated marketing funnels, content generation using OpenAI, integrations through Make.com, CRM automation, and multi-step AI scenarios that significantly reduced manual work and accelerated lead processing.

I am ready to offer not just functional automation, but a system that will be convenient to use daily and easy to scale in the future. Expand

Budget: 25000 UAH Deadline: 7 days

Hello!

I can create a Telegram bot for you that will accept links to videos from YouTube / Instagram / TikTok, retrieve descriptions, translate and adapt them into Ukrainian in the premium style of the Panatta brand, and then prepare posts for Instagram, Facebook, TikTok, and Telegram.

I would suggest making the solution not just as a “translation of the description,” but as a convenient daily tool for the content team:

1. You send a link to the Telegram bot.
2. The bot identifies the source of the video.
3. The system retrieves the available description / caption / metadata.
4. AI translates and adapts the text for the Ukrainian market: premium quality, Made in Italy, professional equipment, biomechanics, design, quality.
5. The bot shows the ready text before publication.
6. You can click:
— “Publish”
— “Edit”
— “Regenerate”
— “Cancel”
7. After publication, the bot shows the status for each platform separately.
8. Processed links are stored in history to avoid duplication.

For the stack, I see 2 realistic options:

The first option — MVP through n8n / Make.com + Telegram Bot API + OpenAI API + official social media APIs. This is faster, cheaper, and well-suited for testing the process.

The second option — a custom backend, if maximum stability, flexibility, publication history, user roles, error logging, and normal scalability are needed.

I would start with an MVP on n8n or Make.com, and after testing, decide whether it makes sense to move the logic to a custom backend.

An important point: I will not promise “100% automatic publication everywhere” until I check the access to your accounts and APIs. Facebook Page, Instagram Business/Creator, and Telegram channel can usually be automated reliably through official APIs. TikTok may have additional restrictions — depending on access to the Content Posting API, account type, and permissions. Therefore, I will first conduct a technical check and show what can be fully automated and where it’s better to leave confirmation manual.

What I can do within the project:

— Telegram bot for receiving links
— identifying the source of the video
— retrieving the video description, if technically available
— translating and adapting the text into Ukrainian via AI
— separate text options for Instagram / Facebook / TikTok / Telegram
— adding links to social media
— confirmation, editing, regeneration, and cancellation buttons
— publishing or preparing posts depending on API capabilities
— notifications about successful / unsuccessful publication for each social media
— protection against link duplication
— history Expand

Budget: 7777 UAH Deadline: 10 days

Good day!
The task is clear; I have implemented similar ones. I propose the stack: Python + aiogram (Telegram bot) + OpenAI API + Make.com or n8n for publications.
Regarding social networks honestly:
— Telegram channel and Facebook — full automation without issues
— Instagram — auto-publishing via Meta API is possible, but there are limitations (a business account is required, Reels via API is currently limited)
— TikTok — the most complicated, the official API for publishing is limited, manual approval may be needed
Logic of operation:
You send a link → the bot extracts the description → OpenAI translates and adapts it to the style of Panatta → shows the text with buttons "Publish / Edit / Generate again" → after confirmation, it publishes to all available platforms → notifies about the status of each publication.
Protection against duplication and history preservation — I will foresee.
Estimated terms: 7–10 days.
Cost: I will clarify after discussing the details regarding accounts and access. Expand

Budget: 17500 UAH Deadline: 7 days

Good day! The task is clear: the Telegram bot receives links to videos, AI translates and adapts the description for the Panatta brand, and after confirmation, publishes it on social media with buttons for Publish/Edit/Cancel, history, and duplicate protection.

An important technical point to consider right away: Instagram and TikTok have limited APIs for third-party applications, requiring business account approval and app review, which is a process dependent on the platforms, not just development. Facebook and Telegram connect much more easily and quickly.

Therefore, I suggest a phased approach:
Phase 1: bot + AI translation/adaptation + publication in the Telegram channel and Facebook, with confirmation through buttons.
Phase 2: connecting Instagram and TikTok after verification and approval of business accounts.

Stack: Telegram Bot API, OpenAI API for translation and adaptation, own backend or n8n depending on the desired flexibility.

Questions before an accurate estimate:
- Is the phased approach acceptable, or do you need all 4 platforms at once?
- Are there already Meta/TikTok business accounts for API connection, or does this also need to be set up?

Phase 1 is approximately 15,000-20,000 UAH; I will provide a more precise figure after receiving answers. I work in phases, the first part is agreed upon and starts with an advance payment. Expand

Budget: 5000 UAH Deadline: 5 days

Good day, I am ready to complete it quickly. Message me privately, and we will discuss everything.

Budget: 25000 UAH Deadline: 5 days

Hello! I am ready to implement this project for you. For posting on Instagram, Facebook, and TikTok, I will use make.com, and for the Telegram channel, I will use their own API to save tokens. I will create a convenient Telegram bot for managing your posting.

Budget: 27000 UAH Deadline: 14 days

Hello!

Yes, I can implement such automation through a Telegram bot.

I see the solution like this: you send the bot a link to a video from YouTube / Instagram / TikTok, the system automatically identifies the source, retrieves the video description, translates it into Ukrainian, and adapts it to the style of the premium brand Panatta: Made in Italy, quality, biomechanics, design, professional level of equipment.

After that, the bot shows the finished text before publication. Buttons can be added:
“Publish,” “Edit,” “Generate Again,” “Cancel.”

After confirmation, the system publishes the content on Facebook, Instagram, Telegram channel, and for TikTok, access to the Content Posting API needs to be checked separately. There may be restrictions on TikTok: sometimes full auto-publishing is possible, and sometimes it’s better to do a draft/manual confirmation option.

The stack I propose:
n8n + Telegram Bot API + OpenAI API + Meta Graph API + TikTok Content Posting API + Google Sheets / Airtable for publication history.

I will also provide:
— protection against duplicate links;
— a history of processed videos;
— publication status for each social network;
— separate text adaptation for each platform;
— the possibility of manual confirmation before publication.

Estimated time for MVP implementation: 7–14 days, depending on access to accounts and the complexity of API connections.

Estimated cost: from $700 to $1500, depending on whether full auto-publishing is needed on TikTok or if the draft/manual confirmation option is sufficient.

I have experience in creating Telegram bots, AI text generation, Google Sheets/CRM integrations, automations through n8n, and scenarios with action confirmation through buttons. Expand

Budget: 1000 UAH Deadline: 3 days

Hello!
We have experience in developing AI automations, Telegram bots, and integrations with social networks based on n8n, OpenAI, and official APIs.

We propose to implement a solution where the Telegram bot will accept links to YouTube, Instagram, or TikTok, automatically retrieve the description, translate it, and adapt it to the style of the Panatta brand, after which it will display the ready text for publication confirmation.
We will implement:
• text generation and editing through AI;
• buttons "Publish," "Edit," "Generate Again," "Cancel";
• automatic publication on Facebook, Instagram, Telegram, and, if possible with the API, TikTok;
• protection against duplicate publications;
• history of processed links and logging.
We will immediately take into account all API limitations of each platform and propose the optimal authorization and publication scheme.
The estimated implementation time is 7–14 working days.
For an accurate cost estimate, we are ready to discuss the details and propose the optimal architecture of the solution. Expand

Budget: 1000 UAH Deadline: 1 day

Good afternoon
I am ready to carry out and discuss the details and offer options
Feel free to write, I will be happy to help

Budget: 15000 UAH Deadline: 14 days

Good day!

I propose to implement a system based on your existing infrastructure: your own Oracle VPS + deployed n8n, which will significantly reduce project costs and avoid monthly payments for Make.com or cloud n8n. If desired, I can create your own infrastructure.

Architecture:

Telegram Bot API;
n8n as the automation center;
OpenRouter for translating and adapting texts to the Panatta brand style;
Meta Graph API for Facebook and Instagram;
TikTok API (considering the limitations of the specific account);
PostgreSQL for history and protection against duplication.

After sending the link in the Telegram bot, the system:

Receives the video description.
Translates and adapts the text to the Panatta brand.
Generates separate texts for each social network.
Sends a preview in Telegram.
Publishes content after confirmation.

Implementation period: 10–14 working days.

Development cost: 15,000 UAH.

Support after launch (3 months): 7,500 UAH.

Estimated monthly AI expenses through OpenRouter: $5–10/month.

I have practical experience in developing AI automations on n8n, Telegram bots, and integrations with external APIs, and I would be happy to discuss the project details. Expand

Budget: 18500 UAH Deadline: 14 days

Good day. I am engaged in the development of Telegram bots, with experience in integration and working with AI. I propose to implement a system on a custom backend (Python: Aiogram + FastAPI + OpenAI API). Abandoning No-code platforms (Make/Zapier) will save you budget on monthly subscriptions and limits, as well as allow for a flexible interface in the bot with step-by-step content editing.

Technical approach to implementation:

- Data Retrieval (Parsing): to avoid bans from Instagram and TikTok, instead of unstable scripts, we will integrate a ready-made API gateway (via RapidAPI) for guaranteed extraction of original descriptions.
- Authorization and Publishing: for FB and Instagram, we will set up direct publishing through the official Meta Graph API using long-term tokens (System User Token) in your Business Manager. This is reliable and works without constant session drops. For Telegram — standard Bot API. For TikTok — we will use the Content Posting API.
- AI Generation (GPT-4o): we will embed a clear brand book of Panatta into the system prompt. The neural network will focus on key brand markers (ergonomics, biomechanics, Italian design, investment attractiveness of the equipment) and filter out "garbage" words from machine translation.
- Bot Interface: I will implement it through FSM (finite state machines). The bot will maintain the publication state: after sending a link, you receive text, with the "Edit" button you can send your version in response, and after confirmation, the bot launches an asynchronous queue of publications on social media and returns a status report for each platform.

I am ready to discuss all the details and start, feel free to write.

Budget: 25000 UAH Deadline: 14 days

Good day!

I can implement such a "turnkey" system.

Here’s how I propose to implement it:
The Telegram bot accepts links to YouTube / Instagram / TikTok.
The system automatically identifies the platform and retrieves the video description (via official APIs or a verified parser depending on the source).
OpenAI translates the text into Ukrainian and adapts it to the style of the Panatta brand (lively, professional, without machine translation).
Links to your social media are automatically added, and a separate version of the text is generated for each platform.
In the Telegram bot, you receive a preview with buttons:
Publish
Edit
Generate again
Cancel
After confirmation, the system publishes the content and reports the results for each social media.
There will also be a log of all processed links and protection against re-publishing the same video.
Technologies

I recommend:

n8n
Telegram Bot API
OpenAI API
Meta Graph API (Facebook + Instagram)
TikTok API (where access rights allow) or an alternative option
YouTube Data API
A database for history and duplicate protection
Regarding automatic publishing

Facebook — fully automated.

Instagram — automatically via the official Meta API (for business accounts, there are certain requirements).

Telegram — fully automated.

TikTok — need to check the possibility specifically for your account. There are API limitations that depend on the account type and available permissions. If official automatic publishing is unavailable, I will suggest an alternative scenario.

Estimated timelines

14 working days for MVP.

Estimated cost

From 500 to 900 USD depending on the required functionality, method of TikTok integration, publication history, editing capabilities, and additional checks. Expand

Budget: 27000 UAH Deadline: 24 days

Hello. Our team specializes in custom AI automation and the development of Telegram Mini Apps (TMA) for businesses.
I have reviewed the task. For a premium brand (Panatta), a solution based on builders (Make.com / Zapier) will be too fragile due to constant changes in social media algorithms. We offer our own development (Python + React + OpenAI API).

How we will implement this technically:
1. Uploading and AI processing: Our Python backend retrieves videos via a link, extracts text, and OpenAI (GPT-4o) translates and adapts it to your ToV (premium quality, Made in Italy).
2. TMA Editor (Web App): Instead of awkwardly editing text through bot commands, we will deploy a Telegram Mini App. Your SMM specialist opens a window in the messenger, sees the ready post in a convenient text editor, edits it, and clicks "Publish".
3. Social media limitations (The truth that others won’t tell you): > - Telegram and Facebook - 100% autoposting via API.
Instagram - 100% autoposting for Business accounts via Graph API.
TikTok - the strictest platform. Direct autoposting of uploaded videos often leads to shadow bans. For TikTok, the bot will provide a ready file and text for quick publication in 1 click to maintain reach.

If you are looking for a reliable system at the level of your brand, not a one-time script - write to me. I will show you a demo of our Web Apps and provide guidance on budget and architecture.

P.S. The Freelancehunt system limits the budget to 27,000 UAH. For this amount, we can deploy the basic stage. A complete autonomous turnkey system (Backend + AI module + TMA + social media API) costs about $1500. Ready to discuss the details. Expand

Budget: 18000 UAH Deadline: 12 days

Hello.

We can implement such a system through a Telegram bot: the user sends a link to a video, the bot retrieves the description, AI translates and adapts the text into Ukrainian in the style of the premium brand Panatta, after which it shows the final version for confirmation before publication.

I see the optimal logic as follows:

1. The Telegram bot receives links from YouTube / Instagram / TikTok.
2. The system identifies the source and attempts to retrieve the video description.
3. AI translates and adapts the text for the Ukrainian market: premium quality, Made in Italy, biomechanics, design, professional level of equipment.
4. The bot shows the final text before publication.
5. Buttons are added: “Publish,” “Edit,” “Generate Again,” “Cancel.”
6. After confirmation, the system publishes or prepares posts for Instagram, Facebook, TikTok, and Telegram — depending on the available API capabilities of each platform.
7. The bot shows the status for each social network and keeps a history of processed links.

Regarding the stack, I would suggest not to do everything solely on Make/Zapier, as stability, history, confirmation logic, protection against duplicates, and proper API handling are important for such a scenario. The optimal option: own backend + Telegram Bot API + OpenAI API + integrations with Meta/TikTok/YouTube API. Make or n8n can be used as a supplementary tool if deemed appropriate after checking access.

An important point: before starting, it is necessary to separately check the API limitations of Instagram, Facebook, TikTok, and YouTube specifically for your accounts. A Telegram channel can usually be fully automated. Facebook/Instagram depends on the type of accounts, Meta Business Suite, and access. TikTok also has limitations, so in some cases, there may not be full auto-publishing, but content preparation with manual confirmation or a semi-automated scenario.

Estimated time for MVP implementation: 7–14 days after receiving access and clarifying requirements.
Estimated cost: from 15,000 to 30,000 UAH depending on how many social networks can be connected through official APIs and what level of admin functions is needed.

We can start with the first stable version: Telegram bot + AI text adaptation + publication confirmation + Telegram/Facebook/Instagram, and add TikTok or check it as a separate stage after analyzing API access.

We have experience in creating Telegram bots, CRM logic, application automation, records, notifications, admin panels, and AI scenarios for business. We can offer a simple structure so that the system is easy to use daily without technical knowledge. Expand

Budget: 18000 UAH Deadline: 15 days

I will build a centralized automation conveyor on n8n that will transform a single video link into premium, perfectly tailored Ukrainian content for all your social media. You will manage all brand distribution for Panatta directly from a Telegram bot.

This setup ensures that your "Made in Italy" positioning—focused on quality, biomechanics, and professional design—remains consistently high without the daily operational headache of manual translation and cross-posting.

Here’s how I will implement this solution using n8n as the main orchestrator:

Receiving and extracting: The Telegram bot receives the link. n8n identifies the source and retrieves the original video description. For platforms like YouTube, official APIs work perfectly; for Instagram/TikTok, we can use lightweight endpoints.

Premium AI adaptation: OpenAI translates and adapts the text into professional, lively Ukrainian. We will create a strict system prompt tailored to the Panatta brand identity, ensuring that the AI avoids dry machine translation and naturally incorporates your social media links.

Human-in-the-loop confirmation: The bot returns the generated text with built-in buttons: Publish, Edit (allows for manual corrections), Regenerate, and Cancel.

Publishing via API and limitations:

Telegram, Facebook pages, and Instagram (Business): 100% automated through the official Meta Graph and Telegram APIs.

TikTok: The official API supports direct publishing, but depending on your account type, a push notification to mobile may be required for final confirmation. We will test this nuance during development.

Duplication protection: n8n will log processed URLs in a lightweight database (e.g., Supabase or Airtable) to instantly reject duplicate links and notify you about them.

I have a professional certification in n8n from the MASC school and specialize in connecting AI models to communication channels like Telegram to build autonomous workflows. Recently, I developed complex content conveyors for e-commerce that process raw data and enrich platforms with SEO-ready content, completely eliminating manual data entry. I know how to structure these systems to be stable and user-friendly for daily use. Let’s discuss the details. Expand

Budget: 20000 UAH Deadline: 14 days

Maxim, it seems you need to automate the publication of Panatta video content on Instagram, Facebook, TikTok, and Telegram, removing the routine of translation and adaptation of descriptions.

I will create a bot that will receive a link to the video, and then using AI, it will automatically translate the description, adapt it to Panatta's communication style, and add your links. In the end, you will receive a ready, properly formatted post published simultaneously across all social networks, saving you hours of time each week.

Do you have specific examples of style or guidelines on how the adapted text should sound for the Panatta brand?

Budget: 20000 UAH Deadline: 15 days

Hello! I am Volodymyr, a Python developer and the founder of the engineering agency Vaysed. The task of automating cross-posting for the premium brand Panatta is completely clear to me. Working with Telegram bots, social media APIs, and integrating artificial intelligence is my main engineering profile, so I am ready to offer a reliable and scalable turnkey solution.

For the implementation of this project, I propose a hybrid architecture that combines the flexibility of custom development with the power of professional automation tools. The interface in the form of a Telegram bot will be written in Python using the asynchronous framework Aiogram 3. This will ensure the bot's instant response, a convenient state machine for implementing publish, edit, and cancel buttons, as well as maintaining a history in a PostgreSQL database to protect against duplication. The core of the automation for routing data and linking social media APIs will be the powerful platform n8n, which I regularly use for automating complex business processes.

For intelligent text processing, the OpenAI API or Claude will be responsible. I will create an accurate prompt so that the artificial intelligence takes into account the specifics of Panatta: using premium terminology, emphasizing Italian production and the status of the equipment, generating lively content. To upload clean videos without watermarks and original descriptions from YouTube, Instagram, and TikTok, I will use my own Python scripts.

Regarding publication, Telegram and Facebook support full automation through official APIs. Instagram also allows this provided there is a business account linked to Facebook. TikTok has stricter limits and long moderation, so if necessary, we will set up a semi-automatic mode: the bot will prepare the perfect post, and publication will occur via webhook or delayed posting tools in n8n.

I have significant practical experience in creating complex ecosystems in Telegram, including the autonomous CRM system PAYBACK CARTEL and the Lumos platform, ensuring the stable operation of your bot around the clock without the need for constant reboots. The estimated timeline for implementation, testing all APIs, and fine-tuning prompts is 15 days. I will be able to form an exact budget after a brief discussion of the status of your accounts and confirmation of the video extraction logic. You can familiarize yourself with my experience in detail in my portfolio at the link Freelancehunt. I would be happy to start working promptly.

Budget: 15000 UAH Deadline: 20 days

Hello! I implement similar automations: a Telegram bot on n8n / Make + OpenAI API that translates and adapts video descriptions to brand tone and publishes them on Instagram, Facebook, TikTok, and Telegram.

I have experience in building "content factories," systems for mass automated processing and multiplication of content on social media.

I would be happy to show my portfolio: Google Drive

Timeline: 15-20 days. Cost: 15,000 UAH.

Budget: 22000 UAH Deadline: 12 days

Hello, I have already implemented a similar project with a news website, I will send an example in a private message.
Regarding your questions:
1. Scenario: You send a link to the bot -> the system extracts the original description via RapidAPI gateways -> the Claude 3.5 Sonnet model adapts the text to the premium style of Panatta (Made in Italy, biomechanics, ergonomics) -> The bot provides you with text and buttons: [Publish], [Edit], [Generate again]. After your approval, the post goes to social media.
Duplicate protection: Each incoming link is stored in the database. If it is sent again, the bot will warn.
2. nest.js + hermes
3. Everything can be automated.
4. I developed an AI assistant for an e-commerce project that parsed supplier content, translated it using LLM, added a branded Tone of Voice (brand style), and managed Instagram, creating creatives for it.
AI assistant for news creation.

Budget: 6000 UAH Deadline: 10 days

Hello! I have reviewed the task. I clearly understand the specifics of the Panatta brand — the text must convey premium quality, biomechanics, and Italian craftsmanship, rather than appearing as a dry machine translation.

1. How I propose to implement it and the technology stack:
I suggest choosing a custom development (Custom Backend + Telegram Bot API). The main advantage for you is the absence of a monthly subscription fee for third-party automation services (as in the case with Make or n8n).
To process the text, we will integrate AI API. I have deep practical experience working with Google Gemini API (which excels at creatively adapting content), and we can also connect OpenAI. Logic management ("Publish", "Edit", "Generate again") will be natively and conveniently implemented through the bot's Inline buttons.

2. Technical limitations of social networks (to pay attention to):

Telegram and Facebook Page: Publication occurs 100% automatically through their official APIs.

Instagram: Full automation (Reels and Posts) is only possible if you have an Instagram Business account linked to a Facebook page.

TikTok: Has the strictest API policy. Automatic posting is possible through TikTok Content API, but the platform sometimes requires additional confirmations. Alternatively, the bot can provide a fully prepared optimized text and uploaded video for manual posting in one click.

Parsing descriptions: We implement obtaining descriptions from other videos through reliable third-party APIs to avoid blocks from the platforms.

3. My experience:
I have real experience in developing Telegram bots for working with media content (I created the SaveMedia bot). I also recently implemented a comprehensive application, Fridgify, with deep integration of Google AI for data analysis and automatic content generation.

I am ready to develop a stable, fast, and convenient system for you without unnecessary subscription costs. I would be happy to discuss the details of authorizing your accounts in private messages! Expand

Budget: 7000 UAH Deadline: 5 days

Good day! I have done similar automation for publications on Telegram, Facebook, YouTube, and TikTok with AI adaptation (examples are in my profile).

Stack: Python backend + OpenAI API for text adaptation to the brand + Meta Graph API for Facebook/Instagram + TikTok Content API + Telegram Bot API.

Platform limitations:

Facebook and Telegram channel - full automation
Instagram - automatic publication via API (business account required)
TikTok - API available

Estimated:
5-7 days / 6500

I would be happy to collaborate! Expand

Budget: 27000 UAH Deadline: 30 days

Welcome to the web studio corecode.com.ua
We offer to implement a system based on a Telegram bot, n8n, and our own backend using AI API.

Workflow scenario: you send a link to a video, the system retrieves the description, translates it, and adapts it in Ukrainian to the style of Panatta. After viewing and confirmation through the bot, the content is published on social media.

Telegram, Facebook, and Instagram can be fully automated provided that business accounts and APIs are set up correctly. There may be limitations for TikTok — registration and application approval are required, and sometimes manual confirmation of publication is possible.

Estimated implementation time: 2–4 weeks.
Estimated cost: $1,500–2,500, depending on the requirements for the story, editing, video storage, and TikTok integration.

Budget: 27000 UAH Deadline: 4 days

Good day, Maxim!

For such a system, it makes more sense to build not only on Make.com or Zapier, but on your own backend with the Telegram Bot API, OpenAI API, and separate adapters for each social network. Then you will have control over the publication queue, statuses, retries, manual confirmations, and protection against duplicate posts, rather than a set of disparate scripts that are difficult to maintain.

Architecturally, it is better to divide the solution into a link reception module, a metadata retrieval service, an AI block for text generation and adaptation, a preview module in Telegram, and separate publication integrations for Facebook/Instagram/TikTok/Telegram. The database should store processing history, source identifiers, text versions, status for each platform, and idempotency keys to ensure that the same content is not published twice.

From a technical point of view, the main risks here are not in the Telegram bot, but in the limitations of third-party APIs. For Facebook and Instagram, automatic publication is realistic provided that business accounts are used, the page is correctly linked, and access is granted through the Meta Graph API. For TikTok, everything depends on the available API and account mode, so this channel needs to be checked separately before finalizing the scheme. It is also not advisable to build a solution based on scraping descriptions from social networks: this is unstable and may violate platform rules. It is safer to rely on official data sources or permitted integrations.

For the MVP, we would recommend Python/FastAPI, PostgreSQL, Telegram Bot API, OpenAI API, a task queue for publications, and separately n8n only for auxiliary non-critical scenarios if you need a faster build. This scheme provides a simple daily interface in Telegram while remaining manageable and scalable if you later add more channels, text templates, or multiple users with roles.

In terms of timelines, the benchmark for an MVP of this level is 4–6 weeks after gaining access to accounts and clarifying publication rules. Regarding cost — 27,000 UAH for the first working version with Telegram approval, text generation, and integrations, but the exact limit depends on whether TikTok needs to be fully automated or if manual confirmation/reserve scenarios are acceptable.

To accurately define the scope, we need to clarify just 2 things: whether you already have business access to Meta Business Manager and TikTok API, and whether for you the MVP is initially text generation with confirmation in Telegram, or immediate full publication across all channels. Expand

Budget: 27000 UAH Deadline: 10 days

Hello! I will complete your task quickly and efficiently.

My recent works
https://indexfast.pp.ua - fast website indexing
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Message me, I will start working today. I will be glad to cooperate with you! Expand

Budget: 1000 UAH Deadline: 1 day

Hello. For the implementation of this project, I propose an architecture based on a custom backend in Python using the FastAPI framework, which will ensure high performance, scalability, and flexibility in working with various APIs. Integration with the Telegram Bot API and OpenAI API will allow not only accurate translations but also skillfully adapting content to the unique premium style of Panatta, using advanced AI models for fine stylistic processing. I have developed modules for secure OAuth authorization and cross-platform publishing through the official Facebook Graph API and TikTok for Developers, which will significantly speed up development and ensure stability. This approach will provide reliable protection against duplication, deep control over publications through the Telegram bot with the ability to preview and edit, as well as full consideration of the technical limitations of each social network. I suggest discussing all implementation details, final budget, and timelines in private messages.

Budget: 1000 UAH Deadline: 1 day

Good day, I am ready to complete your task quickly and efficiently. I have extensive experience in creating various bots. Please write to me in private messages to discuss the details. I would be happy to help :)

Budget: 27000 UAH Deadline: 18 days

We have an almost ready similar solution for publication via a Telegram bot, which can be quickly adapted for Panatta and launched. I'm in touch ))
The cost estimate is 65,000 UAH, and the timeline is 18 days for a working version with the bot, text approval, history, and publication across channels.

I suggest not doing it purely on Make.com, but through n8n or a small private server, because stable authorization, history, anti-duplicates, re-generation, and proper status checks are important here.
For AI, we can use OpenAI API or another service, but the main thing is to create prompts in the premium Ukrainian tone of Panatta, Made in Italy, biomechanics, design, and professional equipment level.

Facebook, Instagram, and Telegram can usually be fully automated through official integrations if the accounts are set up as business accounts and have the necessary permissions.
TikTok needs to be checked for the specific account and available permissions, as there are often nuances with full auto-publication, so there may be an option for auto-preparation of the publication and confirmation or a semi-automatic final step.
YouTube, Instagram, and TikTok as sources of descriptions also need to be checked for the availability of descriptions; sometimes the platform provides incomplete data, in which case we will create a backup scenario.

I see the bot like this - you send a link, the system extracts the description, translates and adapts the text into Ukrainian, shows a preview, provides buttons to publish, edit, generate again, cancel, and after publication shows the status for each social network.
We will also add a log of processed links, protection against duplication, and simple settings for links to your social networks.

I will clarify two things to make the estimate more accurate.
- Are Instagram and Facebook already connected to Meta Business Manager, and do you have administrator rights?
- Is the TikTok account a business account, and is full auto-publication of videos necessary, or is preparing the post with confirmation sufficient?

Examples of similar works by Ingello:
- https://business.ingello.com/vorfahr - AI automation and product logic with integrations.
- https://business.ingello.com/fractal - agency and AI processes where controlled generation and result monitoring are important.
- https://business.ingello.com/tts - an example of working with AI content and media automation.

The main profile for FLH - https://systems-fl.ingello.com/ua

Look, there’s a nuance here - fully automatic publication is not equally possible everywhere, but a proper system should not break due to platform limitations, but provide a human and controlled scenario.
From my feelings, it’s best to go through MVP, then add finer style settings, categories, publication calendar, and analytics, so that it’s not just a button, but a daily working process without unnecessary fuss =)
I can confirm the cost and timeline after checking access to business accounts and the chosen scenario for TikTok. Expand

Budget: 27000 UAH Deadline: 15 days

Are your Instagram and Facebook connected as business accounts in Meta Business Suite, and do you have TikTok Business with access to the official API? This will determine whether we can fully automate posts without manual approval.

We will offer our own backend on Python (FastAPI) + Telegram Bot API, OpenAI for translation and tone adaptation, Postgres for history and anti-duplicates. Support: preview in the bot with buttons "Publish/Edit/Generate Again/Cancel". Publishing: Facebook and Instagram — fully automated (via Meta Graph, for business accounts); Telegram — fully; TikTok — fully if TikTok Business and approved permissions are available, otherwise semi-automatically. We have experience in Telegram bots, cross-posting, and AI content adaptation.

We are ready to start after a brief call. We will show a demo within the first few days and agree on the text style for Panatta.