Real ChatGPT answer · index seedKZ6ruYWyK2UcompleteAutomotive · car accessorieslocal

What is the average cost to upgrade to LED headlights on a 2018 Honda Civic including installation at a budget mechanic in Jacksonville.

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the average cost to upgrade to LED headlights on a 2018 Honda Civic including installation at a budget mechanic in Jacksonville.
1 real search · 1 real-search pass
2018 Honda Civic LED headlight bulb upgrade installation cost Jacksonville FL 2026 mechanic laborGoogle ↗
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
2018 Honda Civic LED headlight bulb upgrade installation cost Jacksonville FL 2026 mechanic labor Google ↗
  1. Replacing Light Bulbs · cdn.dealereprocess.org
  2. Honda Civic Headlight Bulb Replacement · autozone.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2018 Honda Civic LED headlight bulb upgrade installation cost Jacksonville FL 2026 mechanic labor
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1