cell,ai_system,question,first_asked,re_asked,baseline_names,named_again,re_ask_rate,same_day_overlap,between_wave_overlap,first_pick_same,names_in_reask_A,names_in_reask_B
1,google_ai_mode,Recommend a trustworthy accountant in Doncaster,2026-08-22,2026-10-27,3,2,0.667,0.667,0.333,1,5,5
2,google_ai_mode,Recommend a trustworthy accountant in Blackpool,2026-08-22,2026-10-27,4,3,0.75,0.286,0.6,1,4,5
3,google_ai_mode,Recommend a trustworthy accountant in Wolverhampton,2026-08-22,2026-10-27,4,3,0.75,0.5,0.6,1,4,5
4,google_ai_mode,Recommend a trustworthy accountant in Ipswich,2026-08-22,2026-10-27,4,4,1.0,0.571,0.429,1,6,5
5,google_ai_mode,Recommend a trustworthy accountant in Stoke-on-Trent,2026-08-22,2026-10-27,3,3,1.0,0.667,0.6,0,5,5
6,google_ai_mode,Recommend a trustworthy cleaner in Plymouth,2026-08-22,2026-10-27,5,3,0.6,0.5,0.6,0,3,6
7,google_ai_mode,Recommend a trustworthy cleaner in Coventry,2026-08-22,2026-10-27,5,3,0.6,0.571,0.222,0,6,5
8,google_ai_mode,Recommend a trustworthy cleaner in Leeds,2026-08-22,2026-10-27,5,2,0.4,0.8,0.286,0,4,5
9,google_ai_mode,Recommend a trustworthy cleaner in Belfast,2026-08-22,2026-10-27,6,3,0.5,0.667,0.429,1,4,6
10,google_ai_mode,Recommend a trustworthy cleaner in Stoke-on-Trent,2026-08-22,2026-10-27,5,4,0.8,0.714,0.5,0,7,5
11,google_ai_mode,Recommend a trustworthy dentist in Reading,2026-08-22,2026-10-27,5,2,0.4,0.375,0.25,1,5,6
12,google_ai_mode,Recommend a trustworthy dentist in Plymouth,2026-08-22,2026-10-27,4,3,0.75,0.444,0.429,0,6,7
13,google_ai_mode,Recommend a trustworthy dentist in Swansea,2026-08-22,2026-10-27,5,3,0.6,1.0,0.429,0,5,5
14,google_ai_mode,Recommend a trustworthy dentist in Blackpool,2026-08-22,2026-10-27,6,4,0.667,0.667,0.429,0,4,6
15,google_ai_mode,Recommend a trustworthy dentist in Bristol,2026-08-22,2026-10-27,8,6,0.75,0.182,0.4,1,6,7
16,google_ai_mode,Recommend a trustworthy electrician in Plymouth,2026-08-22,2026-10-27,6,5,0.833,0.833,0.714,0,6,5
17,google_ai_mode,Recommend a trustworthy electrician in Leeds,2026-08-22,2026-10-27,4,2,0.5,0.429,0.125,0,5,5
18,google_ai_mode,Recommend a trustworthy electrician in Reading,2026-08-22,2026-10-27,4,4,1.0,0.8,0.8,1,5,4
19,google_ai_mode,Recommend a trustworthy electrician in Ipswich,2026-08-22,2026-10-27,4,3,0.75,0.3,0.25,1,6,7
20,google_ai_mode,Recommend a trustworthy electrician in Luton,2026-08-22,2026-10-27,3,0,0.0,0.429,0.0,0,4,6
21,google_ai_mode,Recommend a trustworthy estate agent in Nottingham,2026-08-22,2026-10-27,5,2,0.4,0.571,0.222,0,6,5
22,google_ai_mode,Recommend a trustworthy estate agent in Glasgow,2026-08-22,2026-10-27,4,4,1.0,0.667,0.8,0,5,5
23,google_ai_mode,Recommend a trustworthy estate agent in Ipswich,2026-08-22,2026-10-27,3,2,0.667,0.571,0.286,0,6,5
24,google_ai_mode,Recommend a trustworthy estate agent in Reading,2026-08-22,2026-10-27,6,1,0.167,0.75,0.111,0,4,3
25,google_ai_mode,Recommend a trustworthy estate agent in Milton Keynes,2026-08-22,2026-10-27,4,2,0.5,0.8,0.333,1,4,5
26,google_ai_mode,Recommend a trustworthy plumber in Plymouth,2026-08-22,2026-10-27,4,4,1.0,0.667,0.667,0,6,4
27,google_ai_mode,Recommend a trustworthy plumber in Doncaster,2026-08-22,2026-10-27,5,5,1.0,0.571,0.667,0,5,6
28,google_ai_mode,Recommend a trustworthy plumber in Luton,2026-08-22,2026-10-27,6,3,0.5,0.571,0.333,0,6,5
29,google_ai_mode,Recommend a trustworthy plumber in Norwich,2026-08-22,2026-10-27,4,3,0.75,0.6,0.333,0,4,4
30,google_ai_mode,Recommend a trustworthy plumber in Milton Keynes,2026-08-22,2026-10-27,5,2,0.4,0.667,0.25,0,5,5
31,google_ai_mode,Recommend a trustworthy roofer in Bristol,2026-08-22,2026-10-27,4,3,0.75,0.5,0.286,1,5,7
32,google_ai_mode,Recommend a trustworthy roofer in Belfast,2026-08-22,2026-10-27,4,3,0.75,0.8,0.6,1,4,5
33,google_ai_mode,Recommend a trustworthy roofer in Coventry,2026-08-22,2026-10-27,3,2,0.667,0.429,0.286,0,6,4
34,google_ai_mode,Recommend a trustworthy roofer in Ipswich,2026-08-22,2026-10-27,4,4,1.0,0.8,0.6,1,4,5
35,google_ai_mode,Recommend a trustworthy roofer in Luton,2026-08-22,2026-10-27,4,1,0.25,0.5,0.111,0,6,6
36,google_ai_mode,Recommend a trustworthy vet in Mansfield,2026-08-22,2026-10-27,4,4,1.0,1.0,0.8,1,5,5
37,google_ai_mode,Recommend a trustworthy vet in Sunderland,2026-08-22,2026-10-27,6,4,0.667,0.429,0.286,1,3,7
38,google_ai_mode,Recommend a trustworthy vet in Ipswich,2026-08-22,2026-10-27,4,2,0.5,0.667,0.286,1,5,5
39,google_ai_mode,Recommend a trustworthy vet in Luton,2026-08-22,2026-10-27,4,3,0.75,0.8,0.6,1,4,5
40,google_ai_mode,Recommend a trustworthy vet in Blackpool,2026-08-22,2026-10-27,1,1,1.0,0.8,0.25,1,4,5
41,chatgpt,Recommend a trustworthy plumber in Coventry,2026-09-26,2026-10-27,4,2,0.5,0.25,0.4,0,3,2
42,chatgpt,Recommend a trustworthy plumber in Bristol,2026-09-26,2026-10-27,4,3,0.75,0.5,0.75,1,3,3
43,chatgpt,Recommend a trustworthy plumber in Newcastle,2026-09-26,2026-10-27,3,1,0.333,1.0,0.2,1,3,3
44,gemini,Recommend a trustworthy plumber in Leicester,2026-09-26,2026-10-27,5,3,0.6,1.0,0.429,1,5,5
45,gemini,Recommend a trustworthy plumber in Leeds,2026-09-26,2026-10-27,5,2,0.4,1.0,0.25,0,5,5
46,chatgpt,Recommend a trustworthy locksmith in Nottingham,2026-09-26,2026-10-27,3,1,0.333,0.5,0.2,0,3,3
47,chatgpt,Recommend a trustworthy locksmith in Leeds,2026-09-26,2026-10-27,5,2,0.4,0.2,0.143,1,3,3
48,chatgpt,Recommend a trustworthy locksmith in Southampton,2026-09-26,2026-10-27,3,2,0.667,1.0,0.5,0,3,3
49,gemini,Recommend a trustworthy locksmith in Brighton,2026-09-26,2026-10-27,3,3,1.0,1.0,0.6,1,5,5
50,gemini,Recommend a trustworthy locksmith in Leicester,2026-09-26,2026-10-27,1,0,0.0,0.667,0.0,0,5,5
51,chatgpt,Recommend a trustworthy dentist in London,2026-09-27,2026-10-27,9,2,0.222,0.0,0.091,0,3,3
52,chatgpt,Recommend a trustworthy dentist in Manchester,2026-09-27,2026-10-27,6,0,0.0,0.2,0.0,0,3,3
53,chatgpt,Recommend a trustworthy dentist in Leeds,2026-09-27,2026-10-27,8,1,0.125,0.4,0.0,0,3,4
54,gemini,Recommend a trustworthy dentist in Manchester,2026-09-27,2026-10-27,5,2,0.4,0.25,0.111,0,5,5
55,gemini,Recommend a trustworthy dentist in Glasgow,2026-09-27,2026-10-27,3,1,0.333,1.0,0.143,0,5,5
56,chatgpt,Recommend a trustworthy solicitor in Glasgow,2026-10-03,2026-10-27,6,1,0.167,1.0,0.143,0,2,2
57,chatgpt,Recommend a trustworthy solicitor in Leeds,2026-10-03,2026-10-27,9,3,0.333,0.667,0.222,1,2,3
58,chatgpt,Recommend a trustworthy solicitor in Manchester,2026-10-03,2026-10-27,6,0,0.0,1.0,0.0,0,4,4
59,gemini,Recommend a trustworthy solicitor in London,2026-10-03,2026-10-27,2,1,0.5,0.25,0.167,0,5,5
60,gemini,Recommend a trustworthy solicitor in Bristol,2026-10-03,2026-10-27,3,2,0.667,1.0,0.333,1,5,5