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

Compare the chemical breakdown taste and waiting times of traditional iodine tablets versus chlorine dioxide for treating clear backcountry stream water.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the chemical breakdown taste and waiting times of traditional iodine tablets versus chlorine dioxide for treating clear backcountry stream water.
2 real searches · 1 real-search pass
CDC backcountry water treatment iodine tablets chlorine dioxide contact time Cryptosporidium tasteGoogle ↗
OBSERVEDComparison
EPA emergency disinfection iodine chlorine dioxide water treatment Giardia Cryptosporidium contact timeGoogle ↗
OBSERVEDReason

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%ConsequenceReason50%DefinitionInstructionYes / 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

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CDC backcountry water treatment iodine tablets chlorine dioxide contact time Cryptosporidium taste
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
EPA emergency disinfection iodine chlorine dioxide water treatment Giardia Cryptosporidium contact time
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1