The time to negotiate hard for your mortgage interest rate is when you have an accepted offer to purchase, and you have applied for a mortgage. At that time, every one takes you seriously. This is no longer a what-if discussion but it's the "real deal".
But at the pre-qualification or pre-approval phase, no lender will discount their rate for you. And in fact, many lenders have pre approval rates which are higher than their normal rates!