CommentPulse

CommentPulse is a web app (with optional mobile companion) that analyzes social media comment streams to surface what actually drives conversions: objections, purchase intent, feature requests, and competitor mentions. Instead of generic sentiment charts, it clusters comments into actionable “themes” tied to specific posts, creators, and campaigns, then recommends next actions (reply templates, FAQ updates, ad angles, and content hooks). It supports Instagram, TikTok, YouTube, and X via available APIs/exports, with clear caveats where platform access is limited. The MVP focuses on one killer workflow: ingest comments, auto-tag intent, and produce a weekly “Revenue Insights” report your team can act on in 30 minutes. It’s not magic—data quality varies and some platforms restrict access—but it saves teams from drowning in thousands of comments and missing obvious buying signals.