Real ChatGPT answer · index seedWjQM78C9DLccompleteHealth and wellness · women's healthinformational
How reliable is the algorithm behind the Flo app period tracker for women experiencing early stage perimenopausal cycle shortening?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How reliable is the algorithm behind the Flo app period tracker for women experiencing early stage perimenopausal cycle shortening?
3 real searches · 1 real-search pass
Flo app period prediction algorithm methodology cycle predictions accuracy study menstrual tracking perimenopauseGoogle ↗
OBSERVED
early perimenopause shortening menstrual cycles cycle length variability clinical guidance STRAW+10Google ↗
OBSERVED
menstrual cycle tracking apps prediction accuracy study period prediction algorithmGoogle ↗
OBSERVED
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.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
Flo app period prediction algorithm methodology cycle predictions accuracy study menstrual tracking perimenopause Google ↗
early perimenopause shortening menstrual cycles cycle length variability clinical guidance STRAW+10 Google ↗
menstrual cycle tracking apps prediction accuracy study period prediction algorithm Google ↗
- How accurate is the Flo app, and how does it work exactly? · flo.health
- Period tracker applications: What menstrual cycle information are they giving women? - Lauren Worsfold, Lorrae Marriott, Sarah Johnson, Joyce C Harper, 2021 · journals.sagepub.com
- Period tracker applications: What menstrual cycle information are they giving women? · pmc.ncbi.nlm.nih.gov
- Menstrual Cycle Length and Patterns in a Global Cohort of Women Using a Mobile Phone App: Retrospective Cohort Study · pmc.ncbi.nlm.nih.gov
- Perimenopause · menopause.org
- EXECUTIVE SUMMARY of STRAW+10: Addressing the Unfinished Agenda of Staging Reproductive Aging · pmc.ncbi.nlm.nih.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Flo app period prediction algorithm methodology cycle predictions accuracy study menstrual tracking perimenopause OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
early perimenopause shortening menstrual cycles cycle length variability clinical guidance STRAW+10 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
menstrual cycle tracking apps prediction accuracy study period prediction algorithm OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |