Hello Trenton,
There are several Million sites in web space as of now and think of hundred multi trillion pages
If a site doing wrong and you doing correct - patience rewards. Sooner or later - you will see rewards coming in your favor only
Warren Buffet said a famous quote (though all his quotes are famous) - "No mater how great are your efforts in business - some things just take time. You cant produce a baby in 1 month time by making 9 women pregnant"
So - my advise is to ignore that poor strategy adopted by competition or even that site - sooner or later it will get on to a dead end. If you still want it to happen fast
you may submit an anti-spam report to Google about that web page :- https://www.google.com/webmasters/tools/spamreportform?hl=en&spamurl=https%3A%2F%2Fwww.google.co.in%2Fwebhp%3Fsourceid%3Dchrome-instant%26espv%3D210%26ie%3DUTF-8