Real ChatGPT answer · index seedx7Zrd3erYDocompleteBeauty and personal care · skincarecommercial

How does The Inkey List retinol compare in strength to prescription tretinoin for someone transitioning off acne meds

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does The Inkey List retinol compare in strength to prescription tretinoin for someone transitioning off acne meds
2 real searches · 1 real-search pass
The Inkey List Retinol Serum 1% retinol complex official ingredients product details comparison tretinoin acne maintenanceGoogle ↗
OBSERVEDComparison
American Academy Dermatology topical retinoid acne maintenance after stopping isotretinoin tretinoin retinol evidenceGoogle ↗
OBSERVEDReason

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)
Short factOther / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

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
The Inkey List Retinol Serum 1% retinol complex official ingredients product details comparison tretinoin acne maintenance Google ↗
American Academy Dermatology topical retinoid acne maintenance after stopping isotretinoin tretinoin retinol evidence Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
The Inkey List Retinol Serum 1% retinol complex official ingredients product details comparison tretinoin acne maintenance
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
American Academy Dermatology topical retinoid acne maintenance after stopping isotretinoin tretinoin retinol evidence
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1