Real ChatGPT answer · index seedtffCDfxOlTocompleteBeauty and personal care · salons and spascomparison
How do online foundation shade match tools from Fenty Beauty compare to getting color matched by a makeup artist in a department store?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do online foundation shade match tools from Fenty Beauty compare to getting color matched by a makeup artist in a department store?
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
Fenty Beauty official foundation shade finder online shade match tool how it works Google ↗
department store makeup artist foundation color matching in person test jawline lighting undertone advice Google ↗
- Foundation Shade Finder | Virtual Shade Match · fentybeauty.com
- How To Know Your Foundation Undertones · ulta.com
- How to Match Foundation When You're Between Shades · makeup.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Fenty Beauty official foundation shade finder online shade match tool how it works OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
department store makeup artist foundation color matching in person test jawline lighting undertone advice OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |