Reddit TR Workplace-AI Pain Point Radar

A scanning engine that crawls Turkey-context and Turkish-language Reddit discussions and extracts the real pain points and question patterns around AI use in the workplace. It produces a line-by-line structured dataset by condensing Turkey-related posts from local communities such as r/Turkey, r/Turkiye, r/KGBTR, r/CodingTR, r/girisimcilik and global AI subreddits such as r/artificial, r/ChatGPT.

What does it extract? Each line represents a Reddit post: post ID, subreddit, author, title, link, score, comment count, date, matched search query, bucket label, the pain point it clusters into, a verbatim (word-for-word) evidence quote, and sentiment tone. Pain points are split into seven typical clusters: job-security anxiety, policy uncertainty, top-down imposition, trust/verification issue, KVKK/data privacy, wayfinding, and career pressure.

When to use? When you want to feed the content engine with real user voice, map the concrete struggles white-collar workers face with AI, or look for a positioning opportunity. The output is used as raw material for content titles and as a market pulse.

Important: The skill only reads — it sends nothing to Reddit, does not vote, and does not write comments. The data layer is free public JSON (no credentials required); if blocked, it falls back to Apify. All numbers are counted from the actually-fetched data, and quotes are verbatim and permalinked.