queryfanout.com
Real ChatGPT answer + Gemini simulation · index seedFnFFxj1maHgcompleteAI OverviewHealth and wellness · women's healthbrand

Looking for alternatives to Bonafide Relizen for hot flashes that are estrogen-free and have verifiable clinical trials published within the past three years.

ChatGPTgpt-6Geminigemini-3.5-flash-lite3 passes + 1 real-search37 queries10/30/2026
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Gemini unique queries
34
2 in ≥ half the passes · stability 35%
ChatGPT real searches predicted
67%
2 of 3 matched the simulation

Fan-out diagram

Seed → topic clusters → sub-queries, per model.

SEED QUERY
Looking for alternatives to Bonafide Relizen for hot flashes that are estrogen-free and have verifiable clinical trials published within the past three years.
34 unique queries · 3 passes
clinical trials for nonhormonal treatme…
1 query · 2 hits
estrogen free supplements for hot flashes with recent clinical trials2xGoogle ↗
REFORMULATIONReason
relizen comparisons and alternatives
1 query · 2 hits
amberen vs relizen hot flashes effectiveness2xGoogle ↗
COMPARATIVEComparison

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

Gemini simulated (34)ChatGPT real searches (3)
Short factOther / navigational6%Comparison56%33%Consequence18%33%Reason21%33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 29 of 37 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

What the models actually searched

Each model answered the query with its own web search. These are the searches it ran, matched to the closest simulated query.

ChatGPT3 real searches · gpt-667% predicted
estrogen-free nonhormonal hot flash treatments randomized clinical trials published 2024 2025 2026 fezolinetant elinzanetant oxybutynin Google ↗
simulatedestrogen free supplements for hot flashes clinical trials 2021 20240.938
dietary supplements hot flashes randomized controlled trial 2024 2025 menopause saffron soy equol black cohosh clinical trial Google ↗
simulatedestrogen free supplements for hot flashes clinical trials 2021 20240.947
NAMS nonhormone therapy position statement hot flashes fezolinetant elinzanetant clinical trials safety Google ↗
closestestrogen free supplements for hot flashes clinical trials 2021 20240.914
  1. Elinzanetant for the Treatment of Vasomotor Symptoms Associated With Menopause: OASIS 1 and 2 Randomized Clinical Trials · pubmed.ncbi.nlm.nih.gov
  2. Elinzanetant for the Treatment of Vasomotor Symptoms Associated With Menopause: A Phase 3 Randomized Clinical Trial · pubmed.ncbi.nlm.nih.gov
  3. Drug Trials Snapshots: LYNKUET · fda.gov
  4. Efficacy and safety of fezolinetant for moderate-severe vasomotor symptoms associated with menopause in individuals unsuitable for hormone therapy: phase 3b randomised controlled trial · bmj.com
  5. FDA adds warning about rare occurrence of serious liver injury with use of Veozah (fezolinetant) for hot flashes due to menopause · fda.gov
  6. Self-Administered Hypnosis vs Sham Hypnosis for Hot Flashes: A Randomized Clinical Trial | Obstetrics and Gynecology | JAMA Network Open · jamanetwork.com
  7. Assessing the combined effects of Black Cohosh, Soy Isoflavones, and SDG Lignans on menopausal symptoms: a randomized, double-blind, placebo-controlled clinical trial. · pubmed.ncbi.nlm.nih.gov
  8. The 2023 nonhormone therapy position statement of The North American Menopause Society · pubmed.ncbi.nlm.nih.gov

Semantic map

Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.

Colour
relizen comparisons and alternati…clinical trials for nonhormonal t…flower pollen extract research
Hover a query to see its counterpart · click a topic to focus it · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +

Queries

34 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
estrogen free supplements for hot flashes with recent clinical trials
REFORMULATION
Google ↗
AI Mode ↗		The user wants a reformatted search focusing on the core criteria of estrogen-free hot flash relief backed by recent clinical studies.Reasonweb_articleclinical trials for nonhormonal treatme…2x
of 3
amberen vs relizen hot flashes effectiveness
COMPARATIVE
Google ↗
AI Mode ↗		The user wants a direct comparison between Amberen and Relizen regarding hot flash reduction.Comparisoncomparison_tablerelizen comparisons and alternatives2x
of 3
estrogen free supplements for hot flashes clinical trials 2021 2024
REFORMULATION
Google ↗
AI Mode ↗		Find non-estrogen hot flash supplements backed by recent clinical research.Comparisonweb_articleclinical trials for nonhormonal treatme…1x
of 3
bonafide relizen vs other non hormonal hot flash relief
COMPARATIVE
Google ↗
AI Mode ↗		Compare Relizen directly against competing hormone-free alternatives.Comparisoncomparison_tablerelizen comparisons and alternatives1x
of 3
relizen vs alternatives for menopause symptoms
COMPARATIVE
Google ↗
AI Mode ↗		The user wants a direct comparison between Relizen and other available menopause symptom supplements.Comparisoncomparison_tablerelizen comparisons and alternatives1x
of 3
relizen vs alternatives for menopause hot flashes
COMPARATIVE
Google ↗
AI Mode ↗		Compare Relizen directly against other popular menopausal symptom relief options.Comparisoncomparison_tablerelizen comparisons and alternatives1x
of 3
what are the active ingredients in relizen and their alternatives
ENTITY EXPANSION
Google ↗
AI Mode ↗		Identify the specific compounds (like Swedish flower pollen extract) used in Relizen and similar products.Comparisonproduct_spec_sheetrelizen comparisons and alternatives1x
of 3
clinically proven non hormonal hot flash treatments published 2021 to 2024
RELATED
Google ↗
AI Mode ↗		The user seeks non-hormonal treatments supported by studies published within the last three years.Comparisonpdf_whitepaperclinical trials for nonhormonal treatme…1x
of 3
swedish flower pollen extract clinical studies past 3 years
ENTITY EXPANSION
Google ↗
AI Mode ↗		Find scientific literature specifically evaluating Swedish flower pollen extract, the active ingredient in Relizen.Reasonpdf_whitepaperflower pollen extract research1x
of 3
best natural menopause supplements with published scientific studies
RELATED
Google ↗
AI Mode ↗		Discover top-rated natural menopause products that have proven scientific backing.Reasonbuyers_guideclinical trials for nonhormonal treatme…1x
of 3
pollen extract vs black cohosh for hot flashes clinical studies
ENTITY EXPANSION
Google ↗
AI Mode ↗		The user wants to explore specific alternative ingredients like pollen extract and black cohosh and their study data.Comparisonreview_roundupflower pollen extract research1x
of 3
non hormonal menopause treatment clinical trials published 2022 to 2025
RELATED
Google ↗
AI Mode ↗		Discover newly evaluated non-hormonal therapies for menopause symptoms published within the specified three-year window.Comparisonreview_roundupclinical trials for nonhormonal treatme…1x
of 3
menopause symptom relief that wont mess with my hormones
IMPLICIT
Google ↗
AI Mode ↗		Find safe menopause treatments that do not contain or affect hormones.Comparisonfaq_pagerelizen comparisons and alternatives1x
of 3
how effective is Swedish flower pollen extract for vasomotor symptoms
IMPLICIT
Google ↗
AI Mode ↗		The user wants to know the scientific efficacy of the primary active ingredient found in Relizen and some alternatives.Consequencefaq_pageflower pollen extract research1x
of 3
best over the counter hot flash relief without hormones
IMPLICIT
Google ↗
AI Mode ↗		Identify the top-rated over-the-counter products for managing hot flashes that do not contain estrogen.Comparisonbuyers_guiderelizen comparisons and alternatives1x
of 3
is there any clinical research on pollen extract for vasomotor symptoms
REFORMULATION
Google ↗
AI Mode ↗		Find medical literature specifically regarding flower pollen extract (the active base of Relizen) for hot flashes.Reasonpdf_whitepaperflower pollen extract research1x
of 3
best plant based menopause supplements for hot flashes recommended by gynecologists
PERSONALIZED
Google ↗
AI Mode ↗		The user seeks expert-endorsed plant-based options for managing hot flashes safely.Comparisonbuyers_guideclinical trials for nonhormonal treatme…1x
of 3
is relizen safe for breast cancer survivors with hot flashes
PERSONALIZED
Google ↗
AI Mode ↗		Determine if Relizen and its alternatives are safe for women with hormone-sensitive health histories.Consequencefaq_pagerelizen comparisons and alternatives1x
of 3
non prescription non hormonal hot flash treatments reviewed by doctors
PERSONALIZED
Google ↗
AI Mode ↗		Seek expert-recommended over-the-counter options for hot flashes without hormones.Comparisonreview_rounduprelizen comparisons and alternatives1x
of 3
non prescription menopause relief clinical trials 2022 2023 2024
REFORMULATION
Google ↗
AI Mode ↗		The user is searching for over-the-counter menopause relief products with very recent clinical documentation.Other / navigationaldatasetclinical trials for nonhormonal treatme…1x
of 3
femi-cleor vs relizen ingredients and clinical efficacy
COMPARATIVE
Google ↗
AI Mode ↗		Compare specific competitor products against Relizen regarding formulation and proven effectiveness.Comparisonproduct_spec_sheetrelizen comparisons and alternatives1x
of 3
cimi-max vs relizen hot flashes
COMPARATIVE
Google ↗
AI Mode ↗		Compare specific competitor products like Cimi-Max or other botanical extracts against Relizen.Comparisoncomparison_tablerelizen comparisons and alternatives1x
of 3
estrogen free hot flash relief safety profile and side effects
RELATED
Google ↗
AI Mode ↗		The user wants to understand the safety and side effect profiles of alternative non-hormonal treatments.Consequenceproduct_spec_sheetrelizen comparisons and alternatives1x
of 3
recent clinical research on pollen extract for vasomotor symptoms
REFORMULATION
Google ↗
AI Mode ↗		Access medical literature regarding the use of pollen extracts for hot flashes and night sweats.Consequencecase_studyflower pollen extract research1x
of 3
recent clinical trials on botanical extracts for vasomotor symptoms 2022 2023 2024
ENTITY EXPANSION
Google ↗
AI Mode ↗		Find academic studies published recently on herbal remedies for hot flashes.Consequencedatasetflower pollen extract research1x
of 3
are there side effects to taking swedish flower pollen extract long term
RELATED
Google ↗
AI Mode ↗		Understand the safety profile of the main alternative to hormone therapy.Consequenceforum/qnaflower pollen extract research1x
of 3
rhapontic rhubarb extract clinical trials menopause
ENTITY EXPANSION
Google ↗
AI Mode ↗		The user is looking into specific herbal alternatives like rhapontic rhubarb extract and its clinical evidence.Reasoncase_studyclinical trials for nonhormonal treatme…1x
of 3
non-hormonal prescription and otc options for severe hot flashes
RELATED
Google ↗
AI Mode ↗		Find a comprehensive list of both prescription and over-the-counter choices for severe hot flashes that lack hormones.Comparisonweb_articlerelizen comparisons and alternatives1x
of 3
non hormonal prescription and over the counter hot flash medications
REFORMULATION
Google ↗
AI Mode ↗		Get a comprehensive list of all non-estrogen options, both OTC and prescription.Comparisonweb_articlerelizen comparisons and alternatives1x
of 3
do non hormonal menopause supplements really work according to science
IMPLICIT
Google ↗
AI Mode ↗		The user wants an objective scientific assessment of whether non-hormonal supplements provide real relief.Comparisonweb_articleclinical trials for nonhormonal treatme…1x
of 3
menopause supplement clinical trial database
ENTITY EXPANSION
Google ↗
AI Mode ↗		Explore searchable databases of clinical trials for menopause supplements.Reasondatasetclinical trials for nonhormonal treatme…1x
of 3
how to verify if a supplement clinical trial is legitimate
IMPLICIT
Google ↗
AI Mode ↗		Learn how to check the validity of clinical studies cited by supplement brands.Other / navigationalhow_to_stepsclinical trials for nonhormonal treatme…1x
of 3
peer reviewed studies on botanical supplements for vasomotor symptoms
REFORMULATION
Google ↗
AI Mode ↗		The user wants access to academic literature and peer-reviewed studies on botanical hot flash treatments.Reasonpdf_whitepaperflower pollen extract research1x
of 3
natural remedies for hot flashes backed by science
IMPLICIT
Google ↗
AI Mode ↗		Find natural and herbal hot flash remedies that have proven scientific backing.Comparisonbuyers_guiderelizen comparisons and alternatives1x
of 3

Passes

Does another pass still surface new queries? A flattening curve means the fan-out has stabilised.

01734123
Geminix = pass, y = cumulative unique queries
ModelPassTargetGeneratedSecondsTokens (in / out)Notes
gemini-3.5-flash-lite11212—931 / 1,538
gemini-3.5-flash-lite21212—931 / 1,522
gemini-3.5-flash-lite31212—931 / 1,522