Case studies · public data

Every claim, backed by public data.

No testimonials, no cherry-picked wins. Each study takes a plain claim about the calls contractors miss and tests it against public records anyone can pull — then shows the work.

Method

How we build every study

The point isn't to impress you — it's to be checkable. Every study is built so you can pull the same public data and get the same answer.

100% public data

NOAA storm records and Google Trends. Nothing from a client's books, nothing you can't pull yourself.

Reproducible pipeline

Raw to clean to analysis, documented end to end — no black boxes, no hand-picked windows.

Honest caveats

Where the revenue math is illustrative, we label it. The data is the data; the modeling is called out as modeling.

The line stays open

The proof is public. The calls are yours to keep.

See what OverFlow catches on the storm-week calls your crew can't get to.