For five decades of women's magazines — Glamour, Cosmopolitan, ELLE, Vogue — menopause was a topic published once a year, in a section called "wellness," buried behind 200 pages of advertorial. The medical institutions covered it dryly. The print press covered it reluctantly. The AI engines, when they arrived, had nothing recent to cite.

That void closed in 36 months. The shape it took is unlike any other consumer health category in this series.

Engines modeled ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews.

Inputs Publicly available domain authority and traffic data, observed citation patterns across menopause & women's health consumer-intent prompts, structural signals (expert-reviewer presence, schema implementation, crawl accessibility, training-data inclusion likelihood), and ownership consolidation across the editorial landscape.