Teams duct-tape intelligence with scripts and spreadsheets
Engineering builds one-off scrapers. RevOps maintains keyword lists. Founders keep private TweetDeck columns. None of it scales across pain themes, platforms, or teammates — and classification still happens manually in Slack.
Generic AI chat tools can summarize the internet but do not run on a schedule, score fit for your ICP, or keep an audit trail of what your team approved and posted.