Real ChatGPT answer · index seedIxQ5KtPG7sAcompleteSports and outdoors · running gearbrand

Which clip-on night running safety lights offer the highest lumen output without blinding oncoming cyclists on unlit suburban trails?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which clip-on night running safety lights offer the highest lumen output without blinding oncoming cyclists on unlit suburban trails?
1 real search · 1 real-search pass
clip-on running safety lights lumen output beam pattern avoid blinding cyclists trail running lights comparisonGoogle ↗
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).

Searches and sources

ChatGPT1 real searches · gpt-6
clip-on running safety lights lumen output beam pattern avoid blinding cyclists trail running lights comparison Google ↗
  1. View product · dickssportinggoods.com
  2. View product · store.fleetfeet.com
  3. View product · reelight.com
  4. View product · bookmanvisibility.com
  5. The 9 Best Running Lights for 2026 · runnersworld.com
  6. Best Running Lights and Headlamps 2026 · fleetfeet.com
  7. The Best Running Headlamps and Lights of 2026 · runningwarehouse.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
clip-on running safety lights lumen output beam pattern avoid blinding cyclists trail running lights comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1