Can I choose which product pages to show the icons?

I want to choose specific products only to show the trust icons and not to all product pages across my store. Is this possible?

Unfortunately, no. When this setting is enabled, it applies to the whole store and not on a per-product basis. There is no setting within the app where you can specify the products.