Track Real Estate Market Pain Points with Apify, GPT-4o & Telegram
Automates daily scraping of Google real estate queries, AI extraction of top pain points via GPT-4o, trend comparison in Airtable, and Telegram alerts.
This workflow runs on a daily schedule to monitor real estate market sentiment. It uses Apify to scrape organic Google search results for real estate-related queries, parses them into a summarized text block, and feeds this into GPT-4o to identify the top 3 pain points faced by agents based on current online discussions.
It then retrieves yesterday's insights from Airtable, compares for recurring or emerging issues, and generates a concise summary. A notification is sent via Telegram for quick alerts, while today's data is archived in Airtable for long-term trend analysis.
Benefits include real-time market intelligence, time savings on manual research, and actionable insights for sales strategies or content creation. Ideal for real estate agencies, brokers, or marketers tracking competitor pain points, lead gen opportunities, or industry shifts. Extendable to CRM sync or email outreach.
New buyers can create an account from the cart to unlock a controlled $10 first-purchase credit on eligible orders of $25+.
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How to import this workflow into n8n
- 1Purchase or download the workflow to get the n8n workflow JSON file.
- 2In your n8n instance, open Workflows and choose "Import from File" (or paste the JSON with Ctrl+V on the canvas).
- 3Open each node marked with a credential warning and connect your own accounts and API keys.
- 4Run the workflow once manually to verify the data flow, then toggle it to Active.
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