Real ChatGPT answer · index seed5y9NlKDy9Q4completeEntertainment and media · celebrity newsinformational

Is JLo Beauty serum frequently discounted during major holiday sales or should I wait for a coupon code before buying a bottle for my mom

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is JLo Beauty serum frequently discounted during major holiday sales or should I wait for a coupon code before buying a bottle for my mom
2 real searches · 1 real-search pass
JLo Beauty serum holiday sale discounts Black Friday coupon code 2026 price historyGoogle ↗
OBSERVEDOther / navigational
JLo Beauty That JLo Glow Brightening Serum Black Friday holiday sale past discounts coupon codes 2025 2026Google ↗
OBSERVEDOther / navigational

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 / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / 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
JLo Beauty serum holiday sale discounts Black Friday coupon code 2026 price history Google ↗
JLo Beauty That JLo Glow Brightening Serum Black Friday holiday sale past discounts coupon codes 2025 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
JLo Beauty serum holiday sale discounts Black Friday coupon code 2026 price history
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
JLo Beauty That JLo Glow Brightening Serum Black Friday holiday sale past discounts coupon codes 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1