Help me compare the active ingredient profiles of SkinCeuticals C E Ferulic versus the most popular dupes currently trending on Reddit for brightening hyperpigmentation.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Help me compare the active ingredient profiles of SkinCeuticals C E Ferulic versus the most popular dupes currently trending on Reddit for brightening hyperpigmentation.
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). 1 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
Reddit most recommended SkinCeuticals CE Ferulic dupes vitamin C serum hyperpigmentation 2026 Google ↗
site:reddit.com/r/SkincareAddiction CE Ferulic dupe Timeless vitamin C serum hyperpigmentation Google ↗
- SkinCeuticals C E Ferulic (1 fl. oz.) - New Patent-Pending Formula · dermstore.com
- C E Ferulic Dupes: 6 Cheaper Alternatives That Work · insiderbeauty.com
- Vitamin C Serums With Antioxidants · skinceuticals.com
- 20% Vitamin C Serum + E Ferulic Acid Travel Size · timelessha.com
- Vitamin C recs that will convince me I don’t need to buy skinceuticals · reddit.com
- SkinCeuticals C E Ferulic Dupe · reddit.com
- Geek & Gorgeous C-Glow Dupes & Cheaper Alternatives · nextbest.one
- What is currently the best Skinceuticals’ C E Ferulic Vitamin C dupe out right now? [Product Question] · reddit.com
- Vitamin C Ferulic Serums · reddit.com
- Prequel Lucent-C Vitamin C Serum - 1fl oz · target.com
- e.l.f. Cosmetics Bright Icon Vitamin C + E + Ferulic Serum · ulta.com
- SkinCeuticals C E Ferulic Dupes (Reddit) · glowrecs.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Reddit most recommended SkinCeuticals CE Ferulic dupes vitamin C serum hyperpigmentation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:reddit.com/r/SkincareAddiction CE Ferulic dupe Timeless vitamin C serum hyperpigmentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |