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Clone viral TikTok & Instagram reels with Apify and Gemini 2.5 Pro

Lucas WalterLucas Walter
3496 views
2/3/2026
automationwebhookdata-collectiongoogle-drivecsv
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Reverse engineer short-form videos from Instagram and TikTok using Gemini AI

Who's it for

Content creators, AI video enthusiasts, and digital marketers who want to analyze successful short-form videos and understand their production techniques. Perfect for anyone looking to reverse-engineer viral content or create detailed prompts for AI video generation tools like Google Veo or Sora.

How it works

This automation takes any Instagram Reel or TikTok URL and performs a forensic analysis of the video content. The workflow downloads the video, converts it to base64, and uses Google's Gemini 2.5 Pro vision API to generate an extremely detailed "Generative Manifest" - a comprehensive prompt that could be used to recreate the video with AI tools.

The analysis includes:

  • Visual medium identification (film stock, camera sensor, lens characteristics)
  • Color grading and lighting breakdown
  • Shot-by-shot deconstruction with precise timing
  • Camera movement and framing details
  • Subject description and action choreography
  • Environmental and atmospheric details

How to set up

  1. Configure API credentials:

    • Add your Apify API key for video scraping
    • Set up Google Gemini API authentication

  2. Set up Slack integration (optional):

    • Configure Slack OAuth for result sharing
    • Update the channel ID where results should be posted

  3. Access the form:

    • The workflow creates a web form where you can input video URLs
    • Form accepts both Instagram Reel and TikTok URLs

Requirements

  • Apify account with API access for video scraping
  • Google Cloud account with Gemini API enabled
  • Slack workspace (optional, for sharing results)
  • Videos must be publicly accessible (no private accounts)

How to customize the workflow

  • Modify the analysis prompt: Edit the "set_base_prompt" node to adjust the depth and focus of the video analysis
  • Add different platforms: Extend the switch node to handle other video platforms
  • Integrate with other tools: Replace Slack with email, Discord, or other notification systems

n8n Form Trigger to Slack Notification Workflow

This n8n workflow simplifies the process of receiving and acting on form submissions by sending instant notifications to Slack. It's designed to provide a quick and efficient way to stay informed about new form entries and potentially process them further.

What it does

This workflow automates the following steps:

  1. Listens for Form Submissions: It acts as a listener for incoming data from an n8n Form Trigger.
  2. Prepares Data: It takes the submitted form data and prepares it for further processing.
  3. Converts to File (Optional/Placeholder): It includes a step to convert data to a file format, though its specific utility in this flow is currently undefined without further configuration.
  4. Extracts from File (Optional/Placeholder): It includes a step to extract data from a file, similarly undefined without further configuration.
  5. Routes Data Based on Condition: It uses a Switch node to conditionally route the data, suggesting a branching logic based on specific criteria within the form submission.
  6. Sends Slack Notification: If a certain condition is met (or as a default path), it sends a notification to a specified Slack channel, including details from the form submission.
  7. Performs HTTP Request (Optional/Placeholder): It includes an HTTP Request node, which could be used to send data to another API or service, or fetch additional information.
  8. Edits Fields (Optional/Placeholder): It includes a Set node for editing or adding fields to the data, which can be useful for data transformation before sending to Slack or other services.

Prerequisites/Requirements

To use this workflow, you will need:

  • n8n Instance: A running n8n instance to import and execute the workflow.
  • n8n Form Trigger: An n8n Form configured to trigger this workflow.
  • Slack Account: A Slack workspace and a channel where you want to receive notifications.
  • Slack Credentials: An n8n credential configured for your Slack workspace.

Setup/Usage

  1. Import the Workflow: Import the provided JSON into your n8n instance.
  2. Configure the Form Trigger:
    • Open the "On form submission" node.
    • Configure your form fields as needed.
    • Activate the workflow to generate the webhook URL for your form.
  3. Configure Slack Credentials:
    • Open the "Slack" node.
    • Select or create a new Slack API credential.
    • Specify the Slack channel where you want to send notifications.
  4. Configure the Switch Node:
    • Open the "Switch" node.
    • Define the conditions for routing the data. For example, you might route based on a specific field value from the form submission.
  5. Configure Optional Nodes:
    • If you intend to use the "Convert to File", "Extract from File", "HTTP Request", or "Edit Fields" nodes, configure them according to your specific needs.
  6. Activate the Workflow: Once all configurations are complete, activate the workflow.

Now, every time your n8n form is submitted, the workflow will run, process the data, and send a notification to your Slack channel (if the conditions in the Switch node are met).

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