You just go to inspect element and in network tab you can see that page is cached or not.
For your reference:
I'm asking based on programmatically. If I sent the URL request, want to know whether it was cached by Varnish or not. not possible to check 10K products to check via Browser console.
all methods are defined here to validate varnish:
And if one product is cached then others will also be cached.