I need a reliable list of the best heat protectant sprays under twenty dollars that actually protect against flat iron damage according to recent tests.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need a reliable list of the best heat protectant sprays under twenty dollars that actually protect against flat iron damage according to recent tests.
1 real search · 1 real-search pass
2025 2026 independent lab test heat protectant spray flat iron damage tested hair thermal protection under $20Google ↗
OBSERVEDConsequence
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 (1)
Classes come from the query-classifier (a local Laya model).
Searches and sources
ChatGPT1 real searches · gpt-6
2025 2026 independent lab test heat protectant spray flat iron damage tested hair thermal protection under $20 Google ↗
- Shop at Ulta · ulta.com
- Shop at Target · target.com
- Shop at Ulta · ulta.com
- Shop at CVS · cvs.com
- 16 Best Heat Protectant Sprays for Wet and Dry Hair (2026) · wired.com
- 8 Best Heat Protectants for Damaged Hair, Tested by Editors 2026 · glamour.com
- Investigating the viral heat protectant test · labmuffin.com