Automated Extraction of Tweets for Community Insights

This n8n workflow is designed to monitor and extract relevant posts from X (formerly Twitter) based on specified search criteria and categories. It’s ideal for community managers, marketers, and researchers to stay updated with in real-time community discussions and signals. The process begins when triggered by another workflow, prompting Airtop to start a browser session using a predefined profile. The workflow then opens the specified X search URL, scrolls through the results, and extracts up to 10 non-sponsored, English-language posts containing the ‘/status/’ URL path. Each post’s data—such as writer, timestamp, content, and URL—is captured, classified into categories, or marked as ‘[NA]’ if unrelated. Posts identified as ‘[NA]’ are filtered out, leaving only relevant posts. The structured data output can be used for engagement, sentiment analysis, or alerting purposes, enabling users to act quickly on community insights.