Real ChatGPT answer · index seednt9dyKBaiuIcompleteBeauty and personal care · fragranceinformational
Do online signature scent quizzes hold any psychological validity, or are they just clever marketing funnels designed by beauty brands to sell specific product lines?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Do online signature scent quizzes hold any psychological validity, or are they just clever marketing funnels designed by beauty brands to sell specific product lines?
3 real searches · 1 real-search pass
scientific validity fragrance preference personality tests online scent quiz psychometrics research olfactory preferences personalityGoogle ↗
OBSERVEDReason
olfactory preferences individual differences culture memory emotion review study fragrance preferenceGoogle ↗
OBSERVEDReason
cosmetics beauty brand quizzes marketing personalization data collection product recommendation quizGoogle ↗
OBSERVEDOther / navigational
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)
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
scientific validity fragrance preference personality tests online scent quiz psychometrics research olfactory preferences personality Google ↗
olfactory preferences individual differences culture memory emotion review study fragrance preference Google ↗
cosmetics beauty brand quizzes marketing personalization data collection product recommendation quiz Google ↗
- A systematic review of olfactory related questionnaires and scales. · pubmed.ncbi.nlm.nih.gov
- How brands use quizzes as a customer service and data collection tool · modernretail.co
- How Bliss Skincare used a quiz to boost social engagement and email open rate · glossy.co
- How Nars used customer quizzes to adjust its global marketing · glossy.co
- Psychology of Fragrance Use: Perception of Individual Odor and Perfume Blends Reveals a Mechanism for Idiosyncratic Effects on Fragrance Choice · pmc.ncbi.nlm.nih.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
scientific validity fragrance preference personality tests online scent quiz psychometrics research olfactory preferences personality OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
olfactory preferences individual differences culture memory emotion review study fragrance preference OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
cosmetics beauty brand quizzes marketing personalization data collection product recommendation quiz OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |