Ally automated trend scanning by scraping the top 100 Reddit posts containing "AI automation tool" from the last 14 days, extracting post metadata and top comments, and applying sentiment classification to each post. The workflow compresses a week of manual community research into a rapid, repeatable pipeline intended to surface signals and sentiment quickly.
Ally scraped the top 100 Reddit posts mentioning the exact phrase "AI automation tool" from the previous 14 days.
Use case 1: Trend scanning.
Ally scraped the top 100 Reddit posts mentioning "AI automation tool" from the last 14 days, pulled post metadata plus top comments, and classified sentiment for every single post.
That's a week of community research done before your coffee gets cold.
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