Real ChatGPT answer · index seedOApR9ZRXsWgcompleteBeauty and personal care · hair removalcomparison
Are the at home ipl results from the philips lumea consistent enough to recommend as maintenance between salon appointments
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are the at home ipl results from the philips lumea consistent enough to recommend as maintenance between salon appointments
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
Philips Lumea IPL effectiveness long-term hair reduction maintenance clinical study home use professional IPL comparison Google ↗
Philips Lumea official treatment schedule maintenance every 4 weeks skin tone hair color safety Google ↗
- How do I get the intended results with Philips Lumea? · usa.philips.com
- Is IPL safe to use regularly? · usa.philips.com
- How often should I use my Philips Lumea? · acc.philips.co.uk
- Light-based home-use devices for hair removal: Why do they work and how effective they are? · pubmed.ncbi.nlm.nih.gov
- I do not get expected results with my Philips Lumea · usa.philips.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Philips Lumea IPL effectiveness long-term hair reduction maintenance clinical study home use professional IPL comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Philips Lumea official treatment schedule maintenance every 4 weeks skin tone hair color safety OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |