What are the main complaints people post about CeraVe anti aging products on Reddit and consumer protection boards this year?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the main complaints people post about CeraVe anti aging products on Reddit and consumer protection boards this year?
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
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CeraVe anti aging products complaints Reddit 2026 irritation breakouts pilling effectiveness OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
CeraVe complaints consumer protection boards 2026 anti aging retinol resurfacing serum skin renewing night cream OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |