The 2026 Autonomous Commerce Report.
What 100+ Shopify operators learned shipping autonomous agents in their first 12 months.
// pages
48
// contributors
100+
// released
2026-05-01
// table of contents
48 pages of patterns, anti-patterns, and benchmarks from operators across apparel, home goods, beauty, outdoor, pet, and wellness. Includes the dry-run timeline that worked, the kill-switch drills that mattered, and the decision_log queries every CFO ended up asking for.
- ›01 · The state of autonomous commerce in 2026
- ›02 · Dry-run to Phase 2 — the 14-day pattern
- ›03 · Reading the decision_log: queries that matter
- ›04 · Kill switch drills: monthly cadence, quarterly audit
- ›05 · Self-calibrating thresholds vs. industry rules of thumb
- ›06 · The CS reply judge — where to set the floor
- ›07 · Cost-confidence tiers and what they protect
- ›08 · 2027 outlook: what's next after autonomy