Real ChatGPT answer · index seedwQFlu4xYMJkcompleteRetail and ecommerce · mattresses and beddinglocal

Can you explain whether a firm or soft mattress is better for someone with lower back pain who lives in New Orleans?

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you explain whether a firm or soft mattress is better for someone with lower back pain who lives in New Orleans?
2 real searches · 1 real-search pass
medium-firm versus firm mattress chronic lower back pain randomized trial Lancet 2003 mattress firmness evidenceGoogle ↗
OBSERVED
New Orleans Louisiana climate humidity average humidity mattress cooling breathable materialsGoogle ↗
OBSERVED

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
medium-firm versus firm mattress chronic lower back pain randomized trial Lancet 2003 mattress firmness evidence Google ↗
New Orleans Louisiana climate humidity average humidity mattress cooling breathable materials Google ↗
  1. New Orleans Profile · ready.nola.gov

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
medium-firm versus firm mattress chronic lower back pain randomized trial Lancet 2003 mattress firmness evidence
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
New Orleans Louisiana climate humidity average humidity mattress cooling breathable materials
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1