Holdout: A/B lab for site revamps

Know whether a redesign will hurt organic traffic instead of launching on anxiety

Problem

Indie founders fear redesigns most when things finally work: one had organic traffic trending up and worried a big visual update would disrupt it, with no data to decide. Builders also stall on launch-now-versus-polish-later, lacking a cheap way to let data decide.

Solution

A minimal landing-page and SEO A/B tool: connect a site, snapshot the current version, split traffic between old and new, track keyword rankings, click-through, and conversion, then recommend ship-or-wait with a rollback record.

Users

Indie developers, small SaaS operators, and freelancers afraid of hurting SEO with a redesign

MVP

Site snapshots and version rollback; proportional traffic split; keyword ranking and CTR tracking; simple significance hint; ship-or-wait recommendation card

Revenue

Per-site subscription; free tier limits experiments, paid unlocks history comparison and keyword volume

Why now

AI slashes redesign cost so redesign frequency rises, yet small teams lack experimentation infrastructure; the anxiety is visible across indie communities