Automated TikTok Real Estate Research for Couples
Automated TikTok Real Estate Research for Couples This workflow automates the process of finding real estate (rental) videos on TikTok, filtering them for a specific target audience (couples in their 20s), generating an explanation of why they are recommended, and saving the results to Google Sheets and Slack. Who’s it for Real Estate Agents & Marketers:** To research trending rental properties and video styles popular on social media. Content Curators:** To automatically gather and summarize niche content from TikTok. House Hunters:** To automate the search for "rental" videos tailored to couples. How it works / What it does Trigger: The workflow starts manually (on click). Scrape TikTok: It connects to Apify to run a "TikTok Scraper". It searches for videos with the hashtag 賃貸 (Rental) and retrieves metadata. Filter & Extract (AI Agent 1): An AI Agent (using OpenRouter) analyzes the retrieved video data to select properties suitable for "couples in their 20s" and outputs the video URL. Generate Insights (AI Agent 2): A second AI Agent reviews the URL/content and generates a specific reason why this property is recommended for the target audience, formatting the output with the URL and explanation. Save to Database: The final text (URL + Reason) is appended to a Google Sheet. Notify Team: The same recommendation text is sent to a specific Slack channel to alert the user. Requirements n8n:** Version 1.0 or later. Apify Account:** You need an API token and access to the clockworks/tiktok-scraper actor. OpenRouter Account:** An API Key to use Large Language Models (LLMs) for the AI Agents. Google Cloud Platform:** A project with the Google Sheets API enabled and OAuth credentials. Slack Workspace:** Permission to add apps/bots to a channel. How to set up Import the Workflow: Copy the JSON code and paste it into your n8n editor. Configure Credentials: Apify: Create a new credential in n8n using your Apify API Token. OpenRouter: Create a new credential using your OpenRouter API Key. Google Sheets: Connect your Google account via OAuth2. Slack: Connect your Slack account via OAuth2. Configure Nodes: Google Sheets Node: Select your specific Spreadsheet and Sheet from the dropdown lists (replace the placeholders YOUR_SPREADSHEET_ID etc. if they don't update automatically). Slack Node: Select the Channel where you want to receive notifications (replace YOUR_CHANNEL_ID). Test: Click "Execute Workflow" to run a test. How to customize the workflow Change the Search Topic:* Open the *Apify** node and change the hashtags value in the "Custom Body" JSON (e.g., change "賃貸" to "DIY" or "Travel"). Adjust the Persona:* Open the *AI Agent** nodes and modify the text prompt. You can change the target audience from "20s couples" to "students" or "families." Increase Volume:* In the *Apify** node, increase the resultsPerPage or maxProfilesPerQuery to process more videos at once (note: this will consume more API credits). Change Output Format:* Modify the *Google Sheets** node to map specific fields (like Video Title, Author, Likes) into separate columns instead of just one raw output string. An n8n automation workflow template by furuidoreandoro.
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