AI Business Tools Tested
8.6 /10
12 AI Shopify Tools Tested in 2026 — 3 Drove Real Sales Lifts, 4 Weren't Worth It
We measured actual revenue impact, not just feature lists. 3 tools drove measurable sales lifts. 4 weren't worth installing. Ranked across copy, support, and upsell performance.