> If any store used dynamic pricing to expand their margins, the others would just do the same and compete away those margins once again, with the marginal gain being handed back to consumers.

How would you do it if pricing is dynamic and changes every day?

By the time competitor finds out about the price, you might have already reduced it, making it look like theirs is more expensive even after they applied discount.