Built as an anniversary gift, this mosaic tool found a real buyer only after the pivot
Mosaicbox started as a photo mosaic generator built for an anniversary gift. Nobody wanted it as a SaaS, so the founder pivoted and stumbled onto a real niche use case that actually converts. A clean case study in shipping something, failing at generalist positioning, then finding the buyer hiding in a specific need.