Detect junk auto-generated image alt text

Judges: One image alt string with its filename and nearby heading. Questions: choice:alt_quality - descriptive, filename_junk, keyword_stuffed, empty_or_generic; noul:needs_society_member_phrase - is this a society or board logo that should say 'member of'. Action: Code writes a

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.3.64

Key facts

Vertical: Healthcare & dental
Function: SEO & AI search
Status: Idea
Volume: routine
Value: meaningful
Risk: moderate
Evidence: —
Flags: None

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 “Detect junk auto-generated image alt text”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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