Real ChatGPT answer · index seedUnqx9Epsf2QcompleteBeauty and personal care · anti-agingcommercial

My upper arms have gotten very crepey lately, could you suggest some top rated firming lotions available online this week?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
My upper arms have gotten very crepey lately, could you suggest some top rated firming lotions available online this week?
1 real search · 1 real-search pass
best dermatologist recommended body lotions crepey skin upper arms retinol lactic acid peptides 2026 this weekGoogle ↗
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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
best dermatologist recommended body lotions crepey skin upper arms retinol lactic acid peptides 2026 this week Google ↗
  1. Shop at Walmart · walmart.com
  2. Shop at Ulta · ulta.com
  3. Shop at Walmart · walmart.com
  4. Shop at Ulta · ulta.com
  5. Shop at Ulta · ulta.com
  6. Shop at Ulta · ulta.com
  7. Shop at Ulta · ulta.com
  8. Shop at Sephora · sephora.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best dermatologist recommended body lotions crepey skin upper arms retinol lactic acid peptides 2026 this week
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1