The thing that ppl false report to google is irrelevant as it happen quite frequently. The focus should be what can be done so that one can get some kind of intimation before Google Bot comes to that page.
But surely that's not true. If I report someone for having red ads whereas in fact they are green then G will most likely spot that discrepancy and I will suffer not the person I reported?
Also, where is the evidence that reporting happens