SegmentLens

SegmentLens is a web app (AI + traditional) that turns scattered customer signals into usable market segments you can actually target. You connect common sources (Shopify, Stripe, HubSpot, GA4 exports, CSVs), and it automatically cleans, dedupes, and builds segment candidates using clustering plus plain-language explanations. It outputs segment definitions, size/value estimates, key behaviors, and “what to do next” recommendations (channels, offers, messaging angles). It also generates segment-ready lists for ad platforms and email tools, with guardrails to prevent overfitting and nonsense segments. The brutal truth: most segmentation projects die because teams lack clean data, statistical confidence, and time. This app focuses on fast, defensible segmentation that a marketer can ship in a week, not a quarter-long research exercise. It’s designed for SMB to mid-market teams that don’t have a dedicated data scientist.