Real ChatGPT answer · index seeda4cUU0VAhF0completeAutomotive · car repair and maintenancecomparison

What do consumer reports say about the best DIY tire repair kits versus taking my car to the local tire shop

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What do consumer reports say about the best DIY tire repair kits versus taking my car to the local tire shop
3 real searches · 1 real-search pass
site:consumerreports.org tire repair kit DIY tire plug kit repair versus tire shop Consumer ReportsGoogle ↗
OBSERVED
Consumer Reports best tire repair kits test review tire inflator sealant plug kitGoogle ↗
OBSERVED
USTMA tire puncture repair guidelines plug patch sidewall repair temporary tire sealantGoogle ↗
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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
site:consumerreports.org tire repair kit DIY tire plug kit repair versus tire shop Consumer Reports Google ↗
Consumer Reports best tire repair kits test review tire inflator sealant plug kit Google ↗
USTMA tire puncture repair guidelines plug patch sidewall repair temporary tire sealant Google ↗
  1. Tire Repair Basics · ustires.org
  2. Puncture Repair Procedures for Passenger and Light Truck Tires · ustires.org
  3. Proper Tire Puncture Repair - Tire Education · coopertire.com
  4. Tire Sealant Review · consumerreports.org
  5. View product · walmart.com
  6. View product · autozone.com
  7. View product · walmart.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
site:consumerreports.org tire repair kit DIY tire plug kit repair versus tire shop Consumer Reports
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Consumer Reports best tire repair kits test review tire inflator sealant plug kit
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
USTMA tire puncture repair guidelines plug patch sidewall repair temporary tire sealant
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1