Real ChatGPT answer · index seedJIwtY72QXL4completeBeauty and personal care · fragranceinformational

What should I look for on ingredient labels if I want to buy a truly hypoallergenic natural perfume oil that is safe for asthma?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What should I look for on ingredient labels if I want to buy a truly hypoallergenic natural perfume oil that is safe for asthma?
3 real searches · 1 real-search pass
asthma fragrance perfumes essential oils asthma triggers guidance fragrance-free officialGoogle ↗
OBSERVEDReason
FDA fragrance ingredient labeling parfum fragrance allergens cosmetics ingredient labels officialGoogle ↗
OBSERVEDReason
American Academy Dermatology fragrance allergens linalool limonene essential oils contact allergyGoogle ↗
OBSERVEDReason

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 factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 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
asthma fragrance perfumes essential oils asthma triggers guidance fragrance-free official Google ↗
FDA fragrance ingredient labeling parfum fragrance allergens cosmetics ingredient labels official Google ↗
American Academy Dermatology fragrance allergens linalool limonene essential oils contact allergy Google ↗
  1. Allergens in Cosmetics · fda.gov
  2. Aromatherapy · fda.gov
  3. Fragrances in Cosmetics · fda.gov
  4. Reduce Asthma Triggers · lung.org
  5. Fragrances · lung.org

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
asthma fragrance perfumes essential oils asthma triggers guidance fragrance-free official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
FDA fragrance ingredient labeling parfum fragrance allergens cosmetics ingredient labels official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
American Academy Dermatology fragrance allergens linalool limonene essential oils contact allergy
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1