Real ChatGPT answer · index seedhxAsPngzlS4completeHealth and wellness · common conditions and symptomsinformational

What are the most cost effective generic medications for chronic lower back pain that doctors usually prescribe first?

ChatGPTgpt-61 query10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the most cost effective generic medications for chronic lower back pain that doctors usually prescribe first?
1 real search · 1 real-search pass
ACP guideline chronic low back pain pharmacologic treatment NSAIDs duloxetine official guideline; NICE low back pain NSAIDs opioids chronic recommendations; VA DoD low back pain guideline duloxetine NSAIDsGoogle ↗
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
ACP guideline chronic low back pain pharmacologic treatment NSAIDs duloxetine official guideline; NICE low back pain NSAIDs opioids chronic recommendations; VA DoD low back pain guideline duloxetine NSAIDs Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ACP guideline chronic low back pain pharmacologic treatment NSAIDs duloxetine official guideline; NICE low back pain NSAIDs opioids chronic recommendations; VA DoD low back pain guideline duloxetine NSAIDs
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1