search,city,trade,map_pack_shown,map_pack_listings,map_pack_above_first_website,first_website_position_on_page,ai_overview,directory_review_or_forum_results_in_top_websites,websites_counted,date,device
plumber denver,Denver,plumber,True,4,True,8,False,3,9,2026-11-02,mobile
plumber charlotte,Charlotte,plumber,True,3,True,4,False,5,8,2026-11-02,mobile
plumber phoenix,Phoenix,plumber,False,0,False,2,True,3,9,2026-11-02,mobile
plumber columbus,Columbus,plumber,True,3,True,4,False,4,9,2026-11-02,mobile
plumber austin,Austin,plumber,True,3,True,5,False,4,8,2026-11-02,mobile
dentist denver,Denver,dentist,True,3,True,4,False,2,10,2026-11-02,mobile
dentist charlotte,Charlotte,dentist,True,3,True,4,False,1,9,2026-11-02,mobile
dentist phoenix,Phoenix,dentist,True,3,True,5,False,3,10,2026-11-02,mobile
dentist columbus,Columbus,dentist,True,3,True,5,False,1,8,2026-11-02,mobile
dentist austin,Austin,dentist,True,3,True,4,False,1,9,2026-11-02,mobile
roofer denver,Denver,roofer,True,3,True,5,True,3,8,2026-11-02,mobile
roofer charlotte,Charlotte,roofer,True,3,True,5,False,2,10,2026-11-02,mobile
roofer phoenix,Phoenix,roofer,True,3,True,5,False,2,9,2026-11-02,mobile
roofer columbus,Columbus,roofer,True,3,True,5,False,3,9,2026-11-02,mobile
roofer austin,Austin,roofer,True,3,True,4,False,5,10,2026-11-02,mobile
electrician denver,Denver,electrician,True,3,True,6,True,3,8,2026-11-02,mobile
electrician charlotte,Charlotte,electrician,True,3,True,5,False,7,10,2026-11-02,mobile
electrician phoenix,Phoenix,electrician,True,3,True,5,False,4,9,2026-11-02,mobile
electrician columbus,Columbus,electrician,True,3,True,5,False,4,8,2026-11-02,mobile
electrician austin,Austin,electrician,True,3,True,4,False,8,10,2026-11-02,mobile
auto repair denver,Denver,auto repair,True,3,True,5,False,3,8,2026-11-02,mobile
auto repair charlotte,Charlotte,auto repair,True,3,True,4,False,2,9,2026-11-02,mobile
auto repair phoenix,Phoenix,auto repair,True,3,True,5,False,1,9,2026-11-02,mobile
auto repair columbus,Columbus,auto repair,True,3,True,4,False,4,10,2026-11-02,mobile
auto repair austin,Austin,auto repair,True,3,True,4,False,3,8,2026-11-02,mobile
hair salon denver,Denver,hair salon,True,3,True,5,False,1,9,2026-11-02,mobile
hair salon charlotte,Charlotte,hair salon,True,3,True,4,False,4,9,2026-11-02,mobile
hair salon phoenix,Phoenix,hair salon,True,3,True,5,False,4,9,2026-11-02,mobile
hair salon columbus,Columbus,hair salon,True,3,True,4,False,5,9,2026-11-02,mobile
hair salon austin,Austin,hair salon,True,3,True,4,False,5,9,2026-11-02,mobile
pest control denver,Denver,pest control,True,3,True,7,True,2,8,2026-11-02,mobile
pest control charlotte,Charlotte,pest control,True,3,True,5,False,4,9,2026-11-02,mobile
pest control phoenix,Phoenix,pest control,True,3,True,6,False,3,10,2026-11-02,mobile
pest control columbus,Columbus,pest control,True,4,True,6,False,3,10,2026-11-02,mobile
pest control austin,Austin,pest control,True,3,True,5,False,2,9,2026-11-02,mobile
hvac repair denver,Denver,hvac repair,True,3,True,6,True,5,9,2026-11-02,mobile
hvac repair charlotte,Charlotte,hvac repair,True,3,True,4,False,4,10,2026-11-02,mobile
hvac repair phoenix,Phoenix,hvac repair,True,3,True,5,False,3,9,2026-11-02,mobile
hvac repair columbus,Columbus,hvac repair,True,3,True,5,False,4,9,2026-11-02,mobile
hvac repair austin,Austin,hvac repair,True,4,True,5,False,2,8,2026-11-02,mobile