Accountability

Corrections

If you find an error or outdated assumption, send enough detail for us to reproduce and review it.

Last updated: August 3, 2026

What to include

  • Repair name and item number.
  • The exact figure or statement in question.
  • Your city, state, or province if the issue is regional.
  • A reliable public source or non-confidential evidence, where available.
  • The date you observed the issue.

Where to send it

Email citylinks4u@gmail.com with “Auto Repair Mate correction” in the subject.

What happens next

We assess whether the issue is factual, methodological, regional, or a reasonable difference in vehicle-specific pricing. Valid material errors are corrected in the dataset or explanatory text. We may retain correspondence needed to document the review.