A Pittsburgh roofing contractor, was spending heavily on Google Ads with almost nothing to show for it. An audit of 1,165 search terms revealed that nearly 80% of the budget was leaking into searches that could never become customers — competitor brand names, roofing material suppliers, "free roof" seekers, out-of-area queries, and unrelated trades. The account's only two recorded "conversions" came from junk searches, putting the real cost per lead at $295+. The primary keyword, "roof replacement Pittsburgh," was rated low quality and rarely shown, while the ads pointed to a homepage still carrying placeholder text and broken links.