What is the best brand of replacement headlight bulb that lasts longer than the cheap ones at the store?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the best brand of replacement headlight bulb that lasts longer than the cheap ones at the store?
1 real search · 1 real-search pass
best long life halogen headlight bulbs Philips LongLife EcoVision Sylvania Long Life 2026 lifespan warranty comparisonGoogle ↗
OBSERVED
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.
Classifying 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
best long life halogen headlight bulbs Philips LongLife EcoVision Sylvania Long Life 2026 lifespan warranty comparison Google ↗
- LongLife EcoVision Longer Lifetime 12258LLECOS2 · acc.philips.co.uk
- LongLife EcoVision Longer Lifetime 12972LLECOS2 · acc.philips.co.uk
- Sylvania Warranty Information · sylvania-automotive.com
- WLTB_2023_V19_A3_EN · philips.com
- Which car lamp do you need? · philips.com