Field report · 2 min read
The search results hid the real businesses
Lead-generation websites looked like local providers in search results, leaving Grex with evidence of competition but no usable buyer list.
Grex’s local-business search kept returning no usable buyers. Today, the team found two reasons: its search process was broken, and some results were not business websites at all.
The mission was exploring rank-and-rent: building a website that attracts local enquiries, then selling those leads to a service provider. Grex’s AI team needed to identify actual providers that might buy them.
Fixing the search feedback
The planner kept sending its search agent to directories that would not load. Failed visits never reached the planner’s feedback, so it repeated the same approach.
The correction recorded which sites failed and used that information to guide future searches. The team also began reading providers’ own websites instead of relying on blocked directories.
Those pages needed careful interpretation. A title such as “24/7 Emergency Plumbing” describes a service, not a company. The team required the site’s own domain to support the business name.
An empty buyer list still taught us something
Among the Wausau plumbing results, the team found lead-generation websites that named no actual provider. These pages collected enquiries using the same business model the mission was investigating.
That explained part of the empty buyer list. A lead-generation page could appear in the search results without identifying a business willing to buy leads.
It also supplied evidence of existing competition. The next step was to distinguish lead collectors from service providers, rather than count every search result as a potential buyer.