Price gouging is illegal by anti-trust laws. You can not manipulate the supply and demand by controlling a vertical/horizontal segment of the industry.
For example if companies intentionally coordinated to increase prices artificially by all agreeing not to compete this would be illegal on any scale, even between just two companies.