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Soy isoflavones

Latest three-month snapshot through 2026-08-05 · 1 wave. Use the controls above to change the window.

7%share of voice · 4 of 54 recommendation answers
4%named first in recommendation answers
48%positive tone · 15 of 31 coded mentions

Menopause Supplements · 1 wave · n=54 answers, pooled

By model

How often each model brings the brand up in recommendation answers.

modelshare of voiceanswers
ChatGPT11%2 of 18
Claude6%1 of 18
Gemini6%1 of 18

Share of recommendations over time

Wave-by-wave share of recommendation answers that named this brand.

waveshare of voiceanswerschange
2026-08-057%4 of 54

What they call it

Recurring descriptions in the models' own words, grouped by theme.

In their words

31 exact quoted mentions in this snapshot, grouped by coded tone. Recent quotes are deduplicated and mixed across models.

What they recommend

“Soy isoflavones – Found in soy products (tofu, soy milk) or inexpensive soy supplements. These phytoestrogens are well-studied for reducing hot flashes.”
Claude · 2026-08-05 · Menopause Supplements
“Soy isoflavones have a larger, more consistent body of research supporting modest benefits for hot flashes with a cleaner safety profile”
Claude · 2026-08-05 · Menopause Supplements
“soy isoflavones have evidence of a *small* benefit for hot flashes and vaginal dryness and generally have fewer concerning safety signals than black cohosh”
ChatGPT · 2026-08-05 · Menopause Supplements
“if you must choose only one, you should get **soy isoflavones**”
Gemini · 2026-08-05 · Menopause Supplements
“soy isoflavones have **modest evidence of benefit** and generally fewer serious safety concerns than black cohosh”
ChatGPT · 2026-08-05 · Menopause Supplements

Where they hedge

“Soy isoflavones, on the other hand, are over-the-counter (OTC) dietary supplements.”
Gemini · 2026-08-05 · Menopause Supplements
“You cannot buy it over the counter like you can with soy isoflavones.”
Gemini · 2026-08-05 · Menopause Supplements
“soy isoflavones have the best (though still modest and inconsistent) evidence. Some people notice a small reduction in hot-flash frequency or intensity after several weeks; many do not.”
ChatGPT · 2026-08-05 · Menopause Supplements
“Soy isoflavones may slightly help hot flashes for some people, but the results are inconsistent and the average benefit is small.”
ChatGPT · 2026-08-05 · Menopause Supplements
“If your main concern is hot flashes specifically, soy has a slight edge on paper (though inconsistent). But if you're thinking about the bigger picture of menopause — muscle loss, bone density, metabolic health, mood, and even cognition — c”
Claude · 2026-08-05 · Menopause Supplements

What they warn about

“The North American Menopause Society's own 2023 position statement notes soy isoflavones/equol are not recommended due to limited benefit (NAMS, 2023).”
Claude · 2026-08-05 · Menopause Supplements
“Soy isoflavones have inconsistent evidence and are not recommended by The Menopause Society for hot flashes.”
ChatGPT · 2026-08-05 · Menopause Supplements
“soy isoflavones, whose benefit is inconsistent and not recommended as an evidence-based treatment for vasomotor symptoms”
ChatGPT · 2026-08-05 · Menopause Supplements
“Why soy isoflavones fall short by comparison: The evidence is much weaker and more inconsistent.”
Claude · 2026-08-05 · Menopause Supplements
“Soy isoflavones have inconsistent evidence for relieving hot flashes, and the Menopause Society does **not** recommend soy foods/extracts for menopause vasomotor symptoms.”
ChatGPT · 2026-08-05 · Menopause Supplements

The substitution map

Which competitors models suggest when shoppers ask for something cheaper.

Soy isoflavones suggested as the cheaper alternative to
  • black cohosh ×1

Where this comes from

4 of 31 mentions appear alongside an identifiable web citation. Citation does not establish causation.

cited sourcementions
therapeuticresearch.com1
consumerlab.com1
evvy.com1
universaldrugstore.com1
veozah.com1
doctronic.ai1

Method: fixed shopper questions asked repeatedly to Claude, OpenAI GPT and Gemini with web search on. Shares are the percentage of recommendation answers mentioning the brand. Quotes are AI outputs; full transcripts are kept as receipts.