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
- Platform
- n8n
- Category
- HR & Operations
- Price
- $22.99
- Creator
- Bryce Yu
- real-estate
- market-research
- pain-points
- apify
- gpt-4o
- telegram
- airtable
- web-scraping
- ai-analysis
- automation
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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