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FOUNDATION BENCHMARK

Research from the comparison data

Three reproducible findings about review observations, published warranty terms and named repair methods. Each includes a denominator, date and limits.

2026-10-24

How Google ratings vary across the 12 metro samples

376 rated records / 399 public records

2026-10-27

How often a reviewed company website states a warranty term

32 documented terms / 115 reviewed websites

2026-10-27

Which repair methods companies name on their own websites

64 records naming a method / 115 reviewed websites

The underlying records are available as CSV and JSON. These findings describe the collected sample; they do not establish contractor quality, whole-market prevalence or suitability for a particular repair.