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Real ChatGPT answer · index seeduLywZkutg9EcompleteHealth and wellnesscomparison

Dealing with severe postpartum hair loss while breastfeeding, are nutrafol postpartum supplements safe and more effective than traditional biotin?

ChatGPTgpt-63 queries2h ago
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Dealing with severe postpartum hair loss while breastfeeding, are nutrafol postpartum supplements safe and more effective than traditional biotin?
3 real searches · 1 real-search pass
Nutrafol Postpartum breastfeeding safety ingredients lactation official FAQGoogle ↗
OBSERVEDOther / navigational
postpartum hair loss telogen effluvium breastfeeding biotin evidence dermatologyGoogle ↗
OBSERVEDReason
LactMed biotin breastfeeding supplement safetyGoogle ↗
OBSERVEDYes / no

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.

ChatGPT real searches (3)
Short fact: wants a specific short fact: a number, date, name, place, priceShort factChatGPT real searches · Short fact: 0 of 3 queries (0%)Other / navigational: a site, brand, product, person or place with no question behind itOther / navigationalChatGPT real searches · Other / navigational: 1 of 3 queries (33%)33%Comparison: compares options or asks for the best / top / cheapestComparisonChatGPT real searches · Comparison: 0 of 3 queries (0%)Consequence: what happens as a result: effects, outcomesConsequenceChatGPT real searches · Consequence: 0 of 3 queries (0%)Reason: why something happens or what causes itReasonChatGPT real searches · Reason: 1 of 3 queries (33%)33%Definition: what something is or what a term meansDefinitionChatGPT real searches · Definition: 0 of 3 queries (0%)Instruction: how to do something: steps, a tutorial, a fixInstructionChatGPT real searches · Instruction: 0 of 3 queries (0%)Yes / no: a yes-or-no questionYes / noChatGPT real searches · Yes / no: 1 of 3 queries (33%)33%

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Nutrafol Postpartum breastfeeding safety ingredients lactation official FAQ Google ↗
postpartum hair loss telogen effluvium breastfeeding biotin evidence dermatology Google ↗
LactMed biotin breastfeeding supplement safety Google ↗
9 cited sources
  1. Nutrafol Postpartum - Hair Growth Supplement for Women Postpartum · nutrafol.com
  2. Hair loss in new moms: Dermatologist tips · www.aad.org
  3. Postpartum Hair Loss: Causes, Diagnosis, and Treatment · www.goodrx.com
  4. Can I take Nutrafol Postpartum if I am breastfeeding? · help.nutrafol.com
  5. Does "breastfeeding friendly" mean safe for me and the baby? · help.nutrafol.com
  6. Drugs and Lactation Database (LactMed) - About Dietary Supplements - Drugs and Lactation Database (LactMed®) · www.ncbi.nlm.nih.gov
  7. Hair loss after giving birth · www2.hse.ie
  8. Postpartum Hair Loss · www.hopkinsmedicine.org
  9. Do you have hair loss or hair shedding? · www.aad.org

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Nutrafol Postpartum breastfeeding safety ingredients lactation official FAQ
OBSERVED
Google ↗
AI Mode ↗		—Other / navigational——1x
of 1
postpartum hair loss telogen effluvium breastfeeding biotin evidence dermatology
OBSERVED
Google ↗
AI Mode ↗		—Reason——1x
of 1
LactMed biotin breastfeeding supplement safety
OBSERVED
Google ↗
AI Mode ↗		—Yes / no——1x
of 1
Dealing with severe postpartum hair loss while breastfeeding, are… — Query fan-out · queryfanout.com