Headline optimization
Journalist / News Editor · News Editor
“Headline optimization” (Journalist / News Editor) was largely replaced by AI in 2026, after AI entered in 2021.
AI enters
2021
Largely replaced
2026
Replacement progress
100%
Technology / key factor
AI generation + click prediction
What this task is
Writing and revising article headlines that summarize the story accurately while drawing readers in, often preparing several versions to test against each other.
How AI replaces it
From 2021, AI generated batches of candidate headlines, and click-prediction models plus live testing picked the best performers automatically. By around 2026 most headline optimization is system-driven.
What stays human
Editors guard against misleading or exaggerated headlines, protect the outlet's credibility with its readers, and personally decide the final headlines on major breaking stories.