AI agent for Instagram Direct (ManyChat) + auto-posting Reels via Telegram

Hello.
For the AI agent solution, I will set up ManyChat, integrating advanced NLP mechanisms for autonomous dialogue management, objection handling, and sales, as well as ensuring synchronization of leads and clients with Google Sheets via secure APIs. Reels automation will be implemented through the existing Telegram bot, integrating it with the official Meta API for safe and efficient content publishing with complete metadata. I have significant experience in deploying similar complex integration solutions and automation, allowing the use of proven architectural approaches and ready-made scripts for quick and quality implementation. I suggest discussing all implementation details, final budget, and timelines in private messages.

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Hello! I will connect ManyChat to Instagram with an AI agent and segmentation in Google Sheets + auto-posting Reels through the official Meta API. 5 days, 7,500 UAH, start after gaining access to ManyChat and the Meta Business account.

I hope for cooperation!

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Hello!

I have extensive experience in integrating and configuring AI agents.
I am ready to complete the assigned task.

I suggest discussing the details in private messages.

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Good day!

I can implement both solutions within one system: an AI agent in ManyChat trained on your materials and automatic lead segmentation in Google Sheets, as well as auto-posting Reels from Telegram through the official Meta API without gray schemes.

I will set up the sales logic, handle objections, record interested and paying participants, and prepare a convenient scheme for updating event data and documentation.

I am ready to discuss the details and propose the optimal implementation architecture.

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Hello! The task is completely clear, you have an excellent base. I will do everything precisely according to your specifications. I will reconnect the account, set up artificial intelligence for sales 24/7, and implement auto-filling of your table (tabs Girls/Guests). I will add a module to your TG bot through the official Facebook API.

After completion, I will create a simple instruction so you can easily update event information yourself. I am ready to start working today!

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Hello, my name is Alexander and I can help you with the project.

In order for me to set up the automation and artificial intelligence system for your Instagram club seamlessly and quickly, I will need the following access and information.

Here is a checklist of what needs to be prepared and provided:

1. Access to the Facebook page (to which Instagram is linked):
It is important that the Instagram account is switched to "Business" mode. To give me access, you need to go to the Facebook page of the club -> Professional Dashboard -> Page Access -> Click "Add" in the "People with Facebook Access" section and specify my profile/email.

… 2. Access to ManyChat:
Go to ManyChat (https://manychat.com) -> Settings (gear icon at the bottom) -> Team -> Click "+ Invite New Member" -> Select the Admin role and send me the created link.

3. Google Spreadsheet:
Send me the link to your working spreadsheet (with the tabs Guests / Girls) with "Editor" access.

4. Technical access for the Telegram bot:
— Link to the GitHub repository with the bot's code (or an archive with the code files).
— Access to the account on Railway.app (where the bot is currently running).
— Bot token from Telegram (from @BotFather).

5. Information for AI training (Knowledge Base):
A file in free form (in Google Docs or Word) where the following is collected:
— FAQ (answers to all client questions: prices, schedule, where meetings take place, club rules).
— Scripts (how to respond to objections like "too expensive", "I'll think about it").
— Desired communication style (informal/formal, use of emojis, etc.).

As soon as the access is ready, I will immediately start the first stage of the setup!
• An important point is that I will be able to take the project into work on Friday (June 19, 2026) if this is not critical, I would be happy to cooperate.

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Good day. I have over 4 years of experience in bot development and a similarly extensive experience in AI integrations. I have also worked on projects involving Meta API integration and, of course, Google Sheets. I am ready to complete your project, feel free to write.

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Good day! I was setting up ManyChat with AI dialogue in Direct and auto-posting through the official Meta API (and also through Publer) — exactly the legal way without gray bots, as you want. I will train the AI on your texts and FAQ so that it can handle questions about price, program, and location, and distribute the girls across the Guests/Girls tabs in your table. I am ready to complete this in 5 days and leave a short instruction so you can update the information about events yourself. One clarification: is the auto-post for Reels needed for one account or do you plan to have several?

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Hello. I have extensive experience in developing Telegram bots and AI integrations. I am ready for collaboration.

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Straight to the point about both solutions.

AI agent in Direct. Native AI in ManyChat responds well to FAQs from the knowledge base — price, program, location. But it doesn’t sell by itself: after the AI step, control returns to the button tree, and it doesn’t handle multi-step objection handling. For the bot to really conduct a dialogue and close without passing it to a manager, the dialogue brain needs to be externalized: ManyChat receives a message → External Request → external LLM (GPT or Claude), trained on your texts and FAQs → response returns to ManyChat. Then "responds 24/7 and handles objections" works, rather than being simulated by a tree.

I create leads in a table natively: Condition block + Insert Row. Showed interest → tab "Дівчата", paid → "Гості". You already have Apps Script, I will connect with it.

Regarding Instagram connection, I’m laying out the risk in advance: if the account was connected to ManyChat the old way (before June 2024), reconnecting through Meta may require cleaning permissions, sometimes — contacting ManyChat support. I will check this as the first step to avoid hitting a wall in the middle.

Auto-posting Reels. Key point: the official Meta API does not accept video files directly — it fetches videos via a public link. Therefore, the chain is as follows: the editor sends the video to your aiogram bot → the bot stores it in temporary storage (Cloudflare R2 or S3) → creates a container media_type=REELS → waits for status FINISHED → publishes → deletes the file. Two places where everyone usually breaks down, I will close immediately: the Meta token lives for 60 days — I will set up auto-refresh via cron on Railway; and I will process the video through ffmpeg to meet Reels requirements (9:16, up to 90 seconds, mp4/h264), otherwise Meta will reject it at the container stage.
…
There are two paths here, and the choice is yours:

1. Directly through Graph API — no subscriptions and full control, but you need to pass Meta App Review (2–4 weeks); while it’s ongoing, we publish with your account as a tester;
2. Through Publer — it has an official API, not gray; faster to start, no App Review, but it has a subscription.

Let me know what’s more important — to avoid monthly fees or to launch as quickly as possible — and I will fix the option.

I will leave the documentation: where to change texts and FAQs for the bot and how to send videos — you will be able to update events yourself.

Regarding costs: for both turnkey solutions — 20,000 UAH. Timeline — about 1.5–2 weeks for development, plus separately waiting for Meta App Review if we go directly through the API.

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Good day!

I have experience in development with Python (aiogram 3), integration with Meta API, ManyChat, and Google Sheets. I am ready to set up an AI agent for Instagram Direct and auto-posting Reels through a Telegram bot. I will provide documentation.

Please write to me privately to clarify the details.

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Hello, Diana! The task is completely clear. I have a great stack for implementing both solutions: I am well-versed in setting up AI agents in ManyChat and developing Telegram bots in Python (I specifically work with the asynchronous library aiogram 3). I am ready to complete the project "turnkey" through a secure Safe deal.

How we will implement your tasks:
AI agent in Instagram (ManyChat): I will set up the official integration with OpenAI directly within your ManyChat PRO. I will train the AI on your texts and FAQs to confidently handle objections, provide information about locations and prices. I will set up automatic client segmentation: those who have shown interest and those who have paid will be instantly recorded in the corresponding tabs of your Google Sheet ("Girls" / "Guests").

Auto-posting Reels (Telegram -> Instagram): Since your bot is already written in aiogram 3 and deployed on Railway, I will add integration with the official service in its code (via Meta API or delayed posting services like SMMplanner/Publer). The editor will simply send videos with descriptions to the bot, and it will automatically be published in Instagram Reels without any "gray" methods.

Documentation: After the project is delivered, I will prepare a short and clear instruction so that you can easily update information about events in the future.

… I look forward to collaborating and am ready to discuss the details in the chat!

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Hello!

Automating Instagram through the official API + integrations is our specialized area, and the task is clear. We work strictly with the official Meta API, without gray bots, as you require. Both solutions are feasible, and we will reuse the ready aiogram bot on Railway.

Solution 1 — AI agent in Instagram Direct (ManyChat):

- We will reconnect ManyChat PRO to Instagram and set up AI steps;
- The AI conducts conversations 24/7: answers questions about events, pricing, programs, locations, handles objections — independently, without passing to a manager;
- We train the bot with your texts, FAQs, and information about events;
… - Routing to Google Sheets: showed interest → "Girls", paid → "Guests" (through ManyChat integration + your Apps Script).

Solution 2 — auto-posting Reels (Telegram → Instagram):

- The editor sends the video + description to the Telegram bot;
- The bot publishes Reels on Instagram via Publer or the official Meta Graph API (Content Publishing);
- We will use your existing aiogram 3 bot and add the publication integration.

After delivery — documentation so you can update information about events yourself, + demonstration of both solutions.

To start, access to ManyChat, Instagram (Business account), Google Sheets, and the bot repository will be needed.

I will provide free consultation on the project in private messages.

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Hello.

I specialize in setting up chatbots. I have experience with ManyChat. Feel free to write, and we can discuss.

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Hello, I can create an AI agent that will engage in dialogue with clients through a connection via the Meta API, as well as a Telegram bot for auto-posting. If you want auto-posting in the Telegram bot as well, I will set it up so that it is convenient to input template texts, etc.

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Hello! The task is clear, I can implement both solutions.

ManyChat: I will reconnect Instagram through the official Meta API, set up an AI bot for 24/7 responses, sales, and handling objections, as well as integration with Google Sheets (Girls / Guests).

Auto-posting: I will set up the publication of Reels from Telegram using official tools (Meta API / Publer or similar without "gray" bots).

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