> "Corporations are people" after all.
corporations aren't people, and I think you know this. "corporate personhood" means that a corporation has some (not all) of the rights held by individual people. it certainly does not mean that it makes sense to tax corporations as if they were humans that filed a W-2 each year.
what do you think would be solved by jacking up the corporate tax rate specifically? or put differently, whose pocket do you imagine this money comes out of?
the owners are already taxed on any income or capital gains they derive from ownership, employee pay is taxed on both sides, and retail customers pay sales tax. none of those taxes are necessarily optimal, but their impact is at least better understood than corporate tax.