Real ChatGPT answer · index seedB4Hw9DVG4VYcompleteSports and outdoors · cyclinginformational

What is the safest way to merge across three lanes of fast moving traffic to make a left turn on a bicycle when there are no dedicated turn boxes?

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 safest way to merge across three lanes of fast moving traffic to make a left turn on a bicycle when there are no dedicated turn boxes?
2 real searches · 1 real-search pass
Illinois bicycle left turn law lane positioning left turn three lanes traffic IDOT bicycle safetyGoogle ↗
OBSERVEDReason
League of American Bicyclists left turn multiple lanes bicycle two stage turn safetyGoogle ↗
OBSERVEDInstruction

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 / navigationalComparisonConsequenceReason50%DefinitionInstruction50%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
Illinois bicycle left turn law lane positioning left turn three lanes traffic IDOT bicycle safety Google ↗
League of American Bicyclists left turn multiple lanes bicycle two stage turn safety Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Illinois bicycle left turn law lane positioning left turn three lanes traffic IDOT bicycle safety
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
League of American Bicyclists left turn multiple lanes bicycle two stage turn safety
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1