Real ChatGPT answer · index seedyKcguQYoWyUcompleteBeauty and personal care · hair careinformational
Why does my hair instantly puff up the second I step outside in the summer, and which specific film-forming polymers resist high dew points best?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why does my hair instantly puff up the second I step outside in the summer, and which specific film-forming polymers resist high dew points best?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
hair cosmetic film forming polymers humidity resistance high dew point VP/VA acrylates copolymer polyquaternium research Google ↗
hair styling polymer humidity resistance film former PVP/VA acrylates copolymer humidity curl retention scientific study Google ↗
- Getting the Breakdown: Testing the Biodegradation and Styling Performance of Polyurethane Film Formers · cosmeticsandtoiletries.com
- Testing · solutions.covestro.com
- Performances of fixative polymers for the virgin Thai hair · li01.tci-thaijo.org
- Research Article Science, Engineering and Health Studies 2018, 12(2), 103-110 · li01.tci-thaijo.org
- FILM-FORMERS & STYLING POLYMERS · files.mutualcdn.com
- Polymer composite principles applied to hair styling gels. · pubmed.ncbi.nlm.nih.gov
- Applications of Natural, Semi-Synthetic, and Synthetic Polymers in Cosmetic Formulations · mdpi.com
- Dynamic hairspray analysis. II. Effect of polymer, hair type, and solvent composition. · pubmed.ncbi.nlm.nih.gov
- High Humidity Mechanical Properties of Film Forming Polymers for Personal Care Applications - Ferrar - 2025 - Advances in Polymer Technology · onlinelibrary.wiley.com
- High Humidity Mechanical Properties of Film Forming Polymers for Personal Care Applications - Ferrar - 2025 - Advances in Polymer Technology · onlinelibrary.wiley.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
hair cosmetic film forming polymers humidity resistance high dew point VP/VA acrylates copolymer polyquaternium research OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
hair styling polymer humidity resistance film former PVP/VA acrylates copolymer humidity curl retention scientific study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |