Real ChatGPT answer · index seedpawcbqGsWfgcompleteBeauty and personal care · hair removalcomparison
What should I tell clients asking about at home ipl results using the philips lumea versus getting professional sugaring done
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What should I tell clients asking about at home ipl results using the philips lumea versus getting professional sugaring done
3 real searches · 1 real-search pass
Philips Lumea IPL official how it works results hair reduction maintenance sessions skin tones hair colorsGoogle ↗
OBSERVEDConsequence
professional sugaring hair removal results regrowth risks dermatologyGoogle ↗
OBSERVEDConsequence
American Academy Dermatology IPL at home hair removal effectiveness skin hair colorGoogle ↗
OBSERVEDComparison
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). 1 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
Philips Lumea IPL official how it works results hair reduction maintenance sessions skin tones hair colors Google ↗
professional sugaring hair removal results regrowth risks dermatology Google ↗
American Academy Dermatology IPL at home hair removal effectiveness skin hair color Google ↗
- How does IPL hair removal work? · usa.philips.com
- Is at-home IPL worth it? · philips.co.uk
- Is IPL hair removal permanent? · usa.philips.com
- Who is IPL suitable for? · usa.philips.com
- Is Philips Lumea suitable for all skin and hair types? · dev.usa.philips.com
- Why do I need to remove hair before a Philips Lumea treatment? · usa.philips.com
- I do not get expected results with my Philips Lumea · usa.philips.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Philips Lumea IPL official how it works results hair reduction maintenance sessions skin tones hair colors OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
professional sugaring hair removal results regrowth risks dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
American Academy Dermatology IPL at home hair removal effectiveness skin hair color OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |