Google Ads Transparency Center competitor tracking

Scrape and classify ads from Google's Transparency Center to track competitor paid search campaigns, ad copy variants, and landing page URLs

AA clean typed decision (yes/no, a pick from a list, or a level on a scale) that is concrete, repeats routinely, and has meaningful value.3.78

Key facts

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

Source: https://sociavault.com/blog/cross-platform-ad-spy-workflow

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 “Google Ads Transparency Center competitor tracking”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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