4 articles
Open-ended Shopify automation requests shipped at 34% in Q1 2026. The most specific pattern shipped at 94.6%. The difference is scope: here's what that means in practice.
Of 238 workflow prompts Shopify merchants typed into MESA in Q1 2026, 24.8% requested tagging automation: the #1 category, ahead of exports and fulfillment.
Of 897 Shopify workflows built in MESA in Q1 2026, those with an AI step shipped at 70.3%, vs. 45.2% without. The 25-point gap, in data and detail.
Of 1,374 workflows Shopify merchants built in MESA in Q1 2026, only 50.1% shipped. But workflows with an AI step shipped at 70.3%. The full Q1 benchmark.
