Real ChatGPT answer · index seedEsNE8lNpiH8completeRetail and ecommerce · apparel and shoesinformational

Can you explain how to choose the right orthotic inserts for running shoes to help with lower back pain during my daily walks?

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 how to choose the right orthotic inserts for running shoes to help with lower back pain during my daily walks?
2 real searches · 1 real-search pass
evidence orthotic insoles foot orthoses low back pain randomized trial systematic review walking footwear back pain adviceGoogle ↗
OBSERVEDComparison
NHS low back pain when to seek urgent medical help red flags exercise stay activeGoogle ↗
OBSERVEDConsequence

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%Consequence50%ReasonDefinitionInstructionYes / 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
evidence orthotic insoles foot orthoses low back pain randomized trial systematic review walking footwear back pain advice Google ↗
NHS low back pain when to seek urgent medical help red flags exercise stay active Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
evidence orthotic insoles foot orthoses low back pain randomized trial systematic review walking footwear back pain advice
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
NHS low back pain when to seek urgent medical help red flags exercise stay active
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1