Is AI worth the subscription for a small store?
One general subscription, usually yes. Four specialised ones, usually not — the specialised tools mostly wrap the same model with a workflow you could describe yourself.
The reasoning
Judge each one on hours saved rather than on features, and cancel anything you have not opened in a month. The app bill is where small stores lose margin quietly, and AI tools are the fastest-growing part of it.
What most people get wrong
Generated product photography still reads as generated to a customer more often than the people making it believe.
A recommendation engine needs enough purchase history to have anything to recommend. Below a few thousand orders it is guessing.
The stores getting value from AI are using it to remove hours from the week, not to replace judgement.
How an app changes it
The practical consequence for a store: what an assistant can read about you decides whether it recommends you. Plain, checkable facts beat marketing copy.