Real ChatGPT answer · index seedN3dyEmk0Jz0completeSports and outdoors · camping and hikingcommercial

What is the shelf life of unopened iodine tablets used for treating backcountry water, and does extreme heat ruin them?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What is the shelf life of unopened iodine tablets used for treating backcountry water, and does extreme heat ruin them?
2 real searches · 1 real-search pass
iodine water purification tablets shelf life expiration heat storage manufacturer instructionsGoogle ↗
OBSERVEDInstruction
CDC iodine tablets water disinfection expiration date heat storageGoogle ↗
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 / navigationalComparisonConsequence50%ReasonDefinitionInstruction50%Yes / 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
iodine water purification tablets shelf life expiration heat storage manufacturer instructions Google ↗
CDC iodine tablets water disinfection expiration date heat storage Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
iodine water purification tablets shelf life expiration heat storage manufacturer instructions
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
CDC iodine tablets water disinfection expiration date heat storage
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1