What's the best way to filter out SPAM from conversion tracking?

Thread title names a repeated moderation safety judgment: What's the best way to filter out SPAM from conversion tracking?

XNot a typed-decision job: needs written output, plain rules or lookups would do it, or needs raw image or audio. Also marks ideas that must not be built.3.81

Key facts

Vertical
Cross-industry
Function
Ads
Status
Seen in the wild
Volume
routine
Value
meaningful
Risk
moderate
Evidence
question asked
Flags
check-fit

Source: https://www.reddit.com/r/PPC/comments/1o88831/whats_the_best_way_to_filter_out_spam_from/

Build this with a classifier

Define a typed decision with a bounded answer, then evaluate it on examples.

{
  "decision_type": "choice",
  "question": "Does this input match the decision in “What's the best way to filter out SPAM from conversion tracking?”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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