Is Cabo San Lucas or Puerto Vallarta better for a relaxing resort vacation where it is safe to walk around outside the hotel?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is Cabo San Lucas or Puerto Vallarta better for a relaxing resort vacation where it is safe to walk around outside the hotel?
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
Puerto Vallarta vs Cabo San Lucas walkability safety tourist areas 2026 Google ↗
US State Department Mexico travel advisory Jalisco Baja California Sur Puerto Vallarta Cabo San Lucas 2026 Google ↗
- Mexico Travel Advisory · travel.state.gov
- Security Alert – Ongoing Security Operations (February 23, 2026) · mx.usembassy.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Puerto Vallarta vs Cabo San Lucas walkability safety tourist areas 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
US State Department Mexico travel advisory Jalisco Baja California Sur Puerto Vallarta Cabo San Lucas 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |