Ahrefs keyword difficulty classification

Filter and classify keywords by difficulty score across competition levels to identify achievable ranking targets.

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.3.94

Key facts

Vertical
Cross-industry
Function
SEO & AI search
Status
Seen in the wild
Volume
routine
Value
meaningful
Risk
moderate
Evidence
described plan
Flags
None

Source: https://www.guideflow.com/tutorial/how-to-filter-keywords-by-difficulty-score-in-ahrefs

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 “Ahrefs keyword difficulty classification”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

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