Real ChatGPT answer · index seedyqygbsJOy0QcompleteBeauty and personal care · clean beautycommercial
Can you list the top rated exfoliating toners containing PHA or lactic acid that are certified clean and gentle enough for daily use on reactive rosacea skin?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you list the top rated exfoliating toners containing PHA or lactic acid that are certified clean and gentle enough for daily use on reactive rosacea skin?
4 real searches · 1 real-search pass
PHA lactic acid exfoliating toner rosacea sensitive skin daily use clean certification Credo EWG verified ingredientsGoogle ↗
OBSERVEDOther / navigational
rosacea skin exfoliating acids PHA lactic acid dermatologist advice avoid exfoliation sensitive skin American Academy DermatologyGoogle ↗
OBSERVEDReason
Medik8 Press and Glow PHA toner ingredients gluconolactone fragrance clean certification; The INKEY List PHA toner ingredients clean at Sephora certificationGoogle ↗
OBSERVEDOther / navigational
SKIN1004 Madagascar Centella Toning Toner ingredients PHA fragrance certification clean beautyGoogle ↗
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
PHA lactic acid exfoliating toner rosacea sensitive skin daily use clean certification Credo EWG verified ingredients Google ↗
rosacea skin exfoliating acids PHA lactic acid dermatologist advice avoid exfoliation sensitive skin American Academy Dermatology Google ↗
Medik8 Press and Glow PHA toner ingredients gluconolactone fragrance clean certification; The INKEY List PHA toner ingredients clean at Sephora certification Google ↗
SKIN1004 Madagascar Centella Toning Toner ingredients PHA fragrance certification clean beauty Google ↗
- 7 rosacea skin care tips dermatologists recommend · aad.org
- 7 Rosacea skin care tips · aad.org
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
PHA lactic acid exfoliating toner rosacea sensitive skin daily use clean certification Credo EWG verified ingredients OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
rosacea skin exfoliating acids PHA lactic acid dermatologist advice avoid exfoliation sensitive skin American Academy Dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Medik8 Press and Glow PHA toner ingredients gluconolactone fragrance clean certification; The INKEY List PHA toner ingredients clean at Sephora certification OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
SKIN1004 Madagascar Centella Toning Toner ingredients PHA fragrance certification clean beauty OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |