Real ChatGPT answer · index seedf8n1JapyZuAcompleteAutomotive · car repair and maintenancecommercial

Which online auto parts suppliers offer the best bulk discounts on headlight bulbs and routine maintenance supplies for small businesses?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which online auto parts suppliers offer the best bulk discounts on headlight bulbs and routine maintenance supplies for small businesses?
1 real search · 1 real-search pass
online automotive parts suppliers small business wholesale bulk discounts headlight bulbs maintenance supplies commercial account pricing 2026Google ↗
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
online automotive parts suppliers small business wholesale bulk discounts headlight bulbs maintenance supplies commercial account pricing 2026 Google ↗
  1. Advance Auto Parts · advanceautoparts.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
online automotive parts suppliers small business wholesale bulk discounts headlight bulbs maintenance supplies commercial account pricing 2026
OBSERVED
Google ↗
AI Mode ↗
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