If you are evaluating MicroGards alongside an autonomous pricing engine, start with the operating model: does the system surface a decision, or safely make the move in Shopify? Marginate is built for the second path.
What this page is
Six practical questions — autonomy, Shopify setup, experiments, demand signals, guardrails, and pricing — followed by three honest answers for a buying team.
Use the MicroGards column to validate the current product scope that matters to you. Marginate is for Shopify merchants who want competitive signals to end in a tested, bounded price move.
Side-by-side
Compare the work your team still owns after setup. Where MicroGards details depend on your plan or current product scope, verify them directly before you commit.
| Feature | Marginate | MicroGards |
|---|---|---|
| Autonomous price moves | Hourly moves, no human in the loop | Confirm whether your plan includes autonomous write-back or review-first actions |
| Shopify-native setup | 1-click OAuth, scope-only | Check the current Shopify integration and permission scope for your store |
| A/B experiments | Built-in per-move split testing | Confirm whether price experiments are part of the product workflow |
| Demand signals | Conversion spike + sell-through inputs | Compare which store and market signals feed each pricing decision |
| Transparent guardrails | Numbered floor/ceiling band; Monday report flags every skip | Compare documented limits, overrides, and decision history |
| Pricing | Tiered, per-store flat | Compare current plan limits, usage rules, and overages |
MicroGards FAQ
The right comparison is the one that makes ownership clear: who watches the signal, who makes the call, and who is accountable for the price in Shopify.
Also compare
See how Marginate stacks up against the other tools merchants compare us to.
Two weeks on us, no card required. Connect a Shopify sandbox, run one rule against one competitor, and see your first Monday report before you decide anything.