AI Index / User research tools

Best User research tools

What AI assistants actually recommend when buyers ask about user research tools — measured weekly across 5 engines, published as open data.

Updated 2026-08-04 · 55 sampled answers · rolling 4-week window · methodology

Rankings are measured from sampled AI answers — never editorial, never paid. Orbator builds AI-visibility tooling; when Orbator itself appears in any category, it is measured by the same rules as everyone else.

Updated weekly55 samples5 enginesmethodology

Sample: 55 AI answers · Window: Jul 7, 2026Aug 4, 2026 (4-week rolling) · trend vs prior 4 weeks (44 answers)

What is the best user research tools?

Across 55 sampled AI answers from 5 engines, Maze is recommended most often — appearing in 74.5% of recommendations, followed by User Interviews (67.3%) and UserTesting (65.5%).

This is a measurement of share of voice across 5 AI engines — not an editorial pick. See the full ranking below.

#ProductShareTrendEngines
1
Maze

maze.co

Best for: AI recommends Maze most when buyers ask affordable alternatives to expensive enterprise user research platforms (100% of those answers)

74.5%

95% CI 61.784.2%

41 mentions · avg pos 5

first pick 24.4%

GROK 100%GEMINI 76.2%CHATGPT 75%CLAUDE 57.1%PERPLEXITY 76.2%
Claim
2
User Interviews

userinterviews.com

Best for: AI recommends User Interviews most when buyers ask best platforms for conducting remote user interviews and usability tests (100% of those answers)

67.3%

95% CI 54.178.2%

37 mentions · avg pos 7.7

first pick 13.5%

GROK 100%GEMINI 71.4%CHATGPT 100%CLAUDE 42.9%PERPLEXITY 61.9%
Claim
3
UserTesting

usertesting.com

Best for: AI recommends UserTesting most when buyers ask best platforms for conducting remote user interviews and usability tests (100% of those answers)

65.5%

95% CI 52.376.6%

36 mentions · avg pos 6.9

first pick 11.1%

GROK 100%GEMINI 57.1%CHATGPT 100%CLAUDE 42.9%PERPLEXITY 71.4%
Claim
4
Lyssna

lyssna.com

Best for: AI recommends Lyssna most when buyers ask affordable alternatives to expensive enterprise user research platforms (90% of those answers)

54.5%

95% CI 41.567%

30 mentions · avg pos 7.5

first pick 6.7%

GROK 50%GEMINI 57.1%CHATGPT 75%CLAUDE 28.6%PERPLEXITY 57.1%
Claim
5
Lookback

lookback.io

Best for: AI recommends Lookback most when buyers ask best platforms for conducting remote user interviews and usability tests (100% of those answers)

50.9%

95% CI 38.163.6%

28 mentions · avg pos 7.5

first pick 3.6%

GROK 100%GEMINI 47.6%CHATGPT 75%CLAUDE 42.9%PERPLEXITY 47.6%
Claim
6
Respondent

respondent.io

Best for: AI recommends Respondent most when buyers ask which user research platform has the best participant recruitment for niche audiences (100% of those answers)

41.8%

95% CI 29.755%

23 mentions · avg pos 6.4

first pick 21.7%

GEMINI 38.1%CHATGPT 50%CLAUDE 28.6%PERPLEXITY 52.4%
Claim
7
Userlytics

userlytics.com

Best for: AI recommends Userlytics most when buyers ask affordable alternatives to expensive enterprise user research platforms (70% of those answers)

40%

95% CI 28.153.2%

22 mentions · avg pos 10.5

first pick 0%

GROK 50%GEMINI 52.4%CLAUDE 14.3%PERPLEXITY 42.9%
Claim
8
UXtweak

Best for: AI recommends UXtweak most when buyers ask affordable alternatives to expensive enterprise user research platforms (70% of those answers)

36.4%

95% CI 24.949.6%

20 mentions · avg pos 4

first pick 15%

GROK 100%GEMINI 42.9%CHATGPT 25%PERPLEXITY 38.1%
Claim
9
Dovetail

dovetail.com

Best for: AI recommends Dovetail most when buyers ask best user research tools for UX and product teams (88.9% of those answers)

36.4%

95% CI 24.949.6%

20 mentions · avg pos 12.2

first pick 5%

GROK 50%GEMINI 28.6%CHATGPT 100%CLAUDE 14.3%PERPLEXITY 38.1%
Claim
10
Zoom

zoom.com

Best for: AI recommends Zoom most when buyers ask best platforms for conducting remote user interviews and usability tests (80% of those answers)

32.7%

95% CI 21.845.9%

18 mentions · avg pos 11.9

first pick 11.1%

GROK 50%GEMINI 33.3%CHATGPT 75%CLAUDE 28.6%PERPLEXITY 23.8%
Claim
11
Ethnio

Best for: AI recommends Ethnio most when buyers ask which user research platform has the best participant recruitment for niche audiences (66.7% of those answers)

30.9%

95% CI 20.344%

17 mentions · avg pos 6.4

first pick 5.9%

GEMINI 28.6%PERPLEXITY 52.4%
Claim
12
Hotjar

hotjar.com

Best for: AI recommends Hotjar most when buyers ask affordable alternatives to expensive enterprise user research platforms (80% of those answers)

30.9%

95% CI 20.344%

17 mentions · avg pos 9.2

first pick 0%

GROK 50%GEMINI 42.9%CLAUDE 42.9%PERPLEXITY 19%
Claim
13
dscout

Best for: AI recommends dscout most when buyers ask what should I use to recruit and interview users for qualitative research (60% of those answers)

29.1%

95% CI 18.842.1%

16 mentions · avg pos 6.3

first pick 0%

GROK 50%GEMINI 23.8%CHATGPT 50%PERPLEXITY 38.1%
Claim
14
Optimal

Best for: AI recommends Optimal most when buyers ask best user research tools for UX and product teams (88.9% of those answers)

27.3%

95% CI 17.340.2%

15 mentions · avg pos 7.4

first pick 0%

GROK 100%GEMINI 38.1%CLAUDE 14.3%PERPLEXITY 19%
Claim
15
Optimal Workshop

optimalworkshop.com

Best for: AI recommends Optimal Workshop most when buyers ask best user research tools for UX and product teams (88.9% of those answers)

27.3%

95% CI 17.340.2%

15 mentions · avg pos 7.4

first pick 0%

GROK 100%GEMINI 38.1%CLAUDE 14.3%PERPLEXITY 19%
Claim
16
Figma

figma.com

Best for: AI recommends Figma most when buyers ask best platforms for conducting remote user interviews and usability tests (70% of those answers)

25.5%

95% CI 15.838.3%

14 mentions · avg pos 5.2

first pick 21.4%

GROK 50%GEMINI 38.1%CHATGPT 25%CLAUDE 28.6%PERPLEXITY 9.5%
Claim
17
Great Question

greatquestion.co

Best for: AI recommends Great Question most when buyers ask best user research tools for UX and product teams (66.7% of those answers)

25.5%

95% CI 15.838.3%

14 mentions · avg pos 5.3

first pick 21.4%

GROK 50%GEMINI 23.8%CHATGPT 50%CLAUDE 14.3%PERPLEXITY 23.8%
Claim
18
UsabilityHub

usabilityhub.com

Best for: AI recommends UsabilityHub most when buyers ask best platforms for conducting remote user interviews and usability tests (50% of those answers)

25.5%

95% CI 15.838.3%

14 mentions · avg pos 10.3

first pick 0%

GROK 50%GEMINI 42.9%CHATGPT 50%CLAUDE 14.3%PERPLEXITY 4.8%
Claim
19
PlaybookUX

Best for: AI recommends PlaybookUX most when buyers ask affordable alternatives to expensive enterprise user research platforms (40% of those answers)

23.6%

95% CI 14.436.3%

13 mentions · avg pos 16.9

first pick 0%

GROK 50%GEMINI 33.3%CHATGPT 50%CLAUDE 28.6%PERPLEXITY 4.8%
Claim
20
CleverX

cleverx.com

Best for: AI recommends CleverX most when buyers ask which user research platform has the best participant recruitment for niche audiences (55.6% of those answers)

18.2%

95% CI 10.230.3%

10 mentions · avg pos 5.7

first pick 10%

GROK 50%GEMINI 9.5%CLAUDE 42.9%PERPLEXITY 19%
Claim
21
Qualtrics

qualtrics.com

Best for: AI recommends Qualtrics most when buyers ask best user research tools for UX and product teams (66.7% of those answers)

18.2%

95% CI 10.230.3%

10 mentions · avg pos 8.3

first pick 0%

GEMINI 19%CLAUDE 14.3%PERPLEXITY 23.8%
Claim
22
Findings

findingsapp.com

Best for: AI recommends Findings most when buyers ask how do I run unmoderated usability tests at scale (60% of those answers)

18.2%

95% CI 10.230.3%

10 mentions · avg pos 24.7

first pick 0%

GEMINI 14.3%CHATGPT 75%CLAUDE 28.6%PERPLEXITY 9.5%
Claim
23
UXArmy

uxarmy.com

Best for: AI recommends UXArmy most when buyers ask how do I run unmoderated usability tests at scale (60% of those answers)

14.5%

95% CI 7.626.2%

8 mentions · avg pos 5.6

first pick 12.5%

GEMINI 9.5%CHATGPT 25%PERPLEXITY 23.8%
Claim
24
Userbrain

Best for: AI recommends Userbrain most when buyers ask affordable alternatives to expensive enterprise user research platforms (60% of those answers)

14.5%

95% CI 7.626.2%

8 mentions · avg pos 6.2

first pick 0%

GROK 50%GEMINI 19%CLAUDE 28.6%PERPLEXITY 4.8%
Claim
25
Prolific

prolific.com

Best for: AI recommends Prolific most when buyers ask which user research platform has the best participant recruitment for niche audiences (44.4% of those answers)

14.5%

95% CI 7.626.2%

8 mentions · avg pos 6.6

first pick 0%

GEMINI 23.8%CHATGPT 25%CLAUDE 14.3%PERPLEXITY 4.8%
Claim
26
Google Meet

meet.google.com

Best for: AI recommends Google Meet most when buyers ask best platforms for conducting remote user interviews and usability tests (60% of those answers)

14.5%

95% CI 7.626.2%

8 mentions · avg pos 9.6

first pick 0%

GROK 50%GEMINI 4.8%CHATGPT 50%CLAUDE 14.3%PERPLEXITY 14.3%
Claim
27
Typeform

typeform.com

Best for: AI recommends Typeform most when buyers ask affordable alternatives to expensive enterprise user research platforms (70% of those answers)

14.5%

95% CI 7.626.2%

8 mentions · avg pos 11.9

first pick 0%

GROK 50%GEMINI 19%CLAUDE 14.3%PERPLEXITY 9.5%
Claim
28
SurveyMonkey

surveymonkey.com

Best for: AI recommends SurveyMonkey most when buyers ask affordable alternatives to expensive enterprise user research platforms (50% of those answers)

14.5%

95% CI 7.626.2%

8 mentions · avg pos 12.7

first pick 0%

GEMINI 19%CLAUDE 28.6%PERPLEXITY 9.5%
Claim
29
Condens

Best for: AI recommends Condens most when buyers ask best user research tools for UX and product teams (33.3% of those answers)

14.5%

95% CI 7.626.2%

8 mentions · avg pos 13.4

first pick 0%

GEMINI 19%CHATGPT 75%CLAUDE 14.3%
Claim
30
NVivo

qsrinternational.com

Best for: AI recommends NVivo most when buyers ask what should I use to recruit and interview users for qualitative research (60% of those answers)

14.5%

95% CI 7.626.2%

8 mentions · avg pos 15.8

first pick 0%

GEMINI 28.6%PERPLEXITY 9.5%
Claim
31
Loop11

Best for: AI recommends Loop11 most when buyers ask how do I run unmoderated usability tests at scale (40% of those answers)

14.5%

95% CI 7.626.2%

8 mentions · avg pos 16.4

first pick 0%

GEMINI 19%CHATGPT 50%PERPLEXITY 9.5%
Claim
32
Hey Marvin

heymarvin.com

Best for: AI recommends Hey Marvin most when buyers ask best user research tools for UX and product teams (33.3% of those answers)

12.7%

95% CI 6.324%

7 mentions · avg pos 10.2

first pick 0%

GROK 50%GEMINI 19%PERPLEXITY 9.5%
Claim
33
Discuss

Best for: AI recommends Discuss most when buyers ask what should I use to recruit and interview users for qualitative research (50% of those answers)

12.7%

95% CI 6.324%

7 mentions · avg pos 10.4

first pick 0%

GEMINI 9.5%CHATGPT 50%PERPLEXITY 14.3%
Claim
34
UserZoom

userzoom.com

Best for: AI recommends UserZoom most when buyers ask best platforms for conducting remote user interviews and usability tests (50% of those answers)

12.7%

95% CI 6.324%

7 mentions · avg pos 17.8

first pick 0%

GROK 50%GEMINI 4.8%CHATGPT 50%PERPLEXITY 14.3%
Claim
35
TryMyUI

Best for: AI recommends TryMyUI most when buyers ask affordable alternatives to expensive enterprise user research platforms (30% of those answers)

10.9%

95% CI 5.121.8%

6 mentions · avg pos 14.2

first pick 16.7%

GEMINI 23.8%CHATGPT 25%
Claim
36
Looppanel

looppanel.com

Best for: AI recommends Looppanel most when buyers ask best platforms for conducting remote user interviews and usability tests (40% of those answers)

10.9%

95% CI 5.121.8%

6 mentions · avg pos 17.8

first pick 33.3%

GEMINI 9.5%PERPLEXITY 19%
Claim
37
Useberry

useberry.com

Best for: AI recommends Useberry most when buyers ask how do I run unmoderated usability tests at scale (30% of those answers)

9.1%

95% CI 3.919.6%

5 mentions · avg pos 6.3

first pick 0%

GROK 50%GEMINI 14.3%PERPLEXITY 4.8%
Claim
38
Google Forms

Best for: AI recommends Google Forms most when buyers ask affordable alternatives to expensive enterprise user research platforms (40% of those answers)

9.1%

95% CI 3.919.6%

5 mentions · avg pos 8

first pick 0%

GROK 50%CLAUDE 14.3%PERPLEXITY 14.3%
Claim
39
Sprig

sprig.com

Best for: AI recommends Sprig most when buyers ask best user research tools for UX and product teams (44.4% of those answers)

9.1%

95% CI 3.919.6%

5 mentions · avg pos 11

first pick 0%

GROK 50%GEMINI 9.5%PERPLEXITY 9.5%
Claim
40
Qualaroo

Best for: AI recommends Qualaroo most when buyers ask best user research tools for UX and product teams (33.3% of those answers)

9.1%

95% CI 3.919.6%

5 mentions · avg pos 11.4

first pick 0%

GEMINI 9.5%PERPLEXITY 14.3%
Claim
41
Microsoft Clarity

clarity.microsoft.com

Best for: AI recommends Microsoft Clarity most when buyers ask affordable alternatives to expensive enterprise user research platforms (70% of those answers)

9.1%

95% CI 3.919.6%

5 mentions · avg pos 11.5

first pick 0%

GROK 50%GEMINI 9.5%PERPLEXITY 9.5%
Claim
42
Atlas.ti

atlasti.com

Best for: AI recommends Atlas.ti most when buyers ask what should I use to recruit and interview users for qualitative research (50% of those answers)

9.1%

95% CI 3.919.6%

5 mentions · avg pos 19.6

first pick 0%

GEMINI 14.3%PERPLEXITY 9.5%
Claim
43
Outset

outset.ai

Best for: AI recommends Outset most when buyers ask what should I use to recruit and interview users for qualitative research (40% of those answers)

9.1%

95% CI 3.919.6%

5 mentions · avg pos 24.3

first pick 0%

GEMINI 14.3%PERPLEXITY 9.5%
Claim
44
Crazy Egg

crazyegg.com

Best for: AI recommends Crazy Egg most when buyers ask best platforms for conducting remote user interviews and usability tests (30% of those answers)

7.3%

95% CI 2.917.3%

4 mentions · avg pos 15

first pick 0%

GEMINI 19%
Claim
45
FullStory

fullstory.com

Best for: AI recommends FullStory most when buyers ask best user research tools for UX and product teams (33.3% of those answers)

7.3%

95% CI 2.917.3%

4 mentions · avg pos 15.5

first pick 0%

GEMINI 14.3%CLAUDE 14.3%
Claim
46
Microsoft Teams

7.3%

95% CI 2.917.3%

4 mentions · avg pos 16.5

first pick 0%

GEMINI 9.5%CHATGPT 25%PERPLEXITY 4.8%
Claim
47
Koji

Best for: AI recommends Koji most when buyers ask affordable alternatives to expensive enterprise user research platforms (30% of those answers)

7.3%

95% CI 2.917.3%

4 mentions · avg pos 20

first pick 0%

GEMINI 4.8%CHATGPT 25%PERPLEXITY 9.5%
Claim
48
Listen Labs

listenlabs.ai

Best for: AI recommends Listen Labs most when buyers ask what should I use to recruit and interview users for qualitative research (30% of those answers)

7.3%

95% CI 2.917.3%

4 mentions · avg pos 28

first pick 0%

GEMINI 19%
Claim
49
Marvin

Best for: AI recommends Marvin most when buyers ask affordable alternatives to expensive enterprise user research platforms (40% of those answers)

5.5%

95% CI 1.914.9%

3 mentions · avg pos 10

first pick 0%

GROK 50%GEMINI 4.8%PERPLEXITY 4.8%
Claim
50
Mixpanel

mixpanel.com

Best for: AI recommends Mixpanel most when buyers ask best user research tools for UX and product teams (44.4% of those answers)

5.5%

95% CI 1.914.9%

3 mentions · avg pos 10.5

first pick 0%

PERPLEXITY 14.3%
Claim
51
Nielsen Norman Group

nngroup.com

Best for: AI recommends Nielsen Norman Group most when buyers ask how do I run unmoderated usability tests at scale (30% of those answers)

5.5%

95% CI 1.914.9%

3 mentions · avg pos 11

first pick 0%

GROK 50%PERPLEXITY 9.5%
Claim
52
Perspective

getperspective.ai

5.5%

95% CI 1.914.9%

3 mentions · avg pos 12

first pick 0%

GROK 50%GEMINI 4.8%PERPLEXITY 4.8%
Claim
53
Discuss.io

5.5%

95% CI 1.914.9%

3 mentions · avg pos 16

first pick 0%

GEMINI 4.8%CHATGPT 50%
Claim
54
Trymata

trymata.com

5.5%

95% CI 1.914.9%

3 mentions · avg pos 23.3

first pick 0%

GEMINI 9.5%CHATGPT 25%
Claim
55
Voxpopme

voxpopme.com

Best for: AI recommends Voxpopme most when buyers ask what should I use to recruit and interview users for qualitative research (30% of those answers)

5.5%

95% CI 1.914.9%

3 mentions · avg pos 31.3

first pick 0%

GEMINI 14.3%
Claim
56
Dedoose

dedoose.com

Best for: AI recommends Dedoose most when buyers ask what should I use to recruit and interview users for qualitative research (40% of those answers)

5.5%

95% CI 1.914.9%

3 mentions · avg pos 31.7

first pick 0%

GEMINI 14.3%
Claim
57
tl;dv

tldv.io

5.5%

95% CI 1.914.9%

3 mentions · avg pos 39

first pick 0%

GEMINI 4.8%PERPLEXITY 9.5%
Claim
58
UserIntuition

userintuition.ai

Best for: AI recommends UserIntuition most when buyers ask which user research platform has the best participant recruitment for niche audiences (55.6% of those answers)

5.5%

95% CI 1.914.9%

3 mentions

first pick 0%

PERPLEXITY 14.3%
Claim
59
Adobe XD

3.6%

95% CI 112.3%

2 mentions · avg pos 8

first pick 0%

GEMINI 9.5%
Claim
60
Hubble

3.6%

95% CI 112.3%

2 mentions · avg pos 10.5

first pick 0%

GEMINI 4.8%CLAUDE 14.3%
Claim
61
Discord

discord.com

3.6%

95% CI 112.3%

2 mentions · avg pos 14.5

first pick 0%

CHATGPT 25%CLAUDE 14.3%
Claim
62
Slack

slack.com

3.6%

95% CI 112.3%

2 mentions · avg pos 14.5

first pick 0%

CHATGPT 25%CLAUDE 14.3%
Claim
63
Miro

miro.com

3.6%

95% CI 112.3%

2 mentions · avg pos 18

first pick 0%

CLAUDE 28.6%
Claim
64
Calendly

calendly.com

Best for: AI recommends Calendly most when buyers ask what should I use to recruit and interview users for qualitative research (30% of those answers)

3.6%

95% CI 112.3%

2 mentions · avg pos 18.5

first pick 0%

GEMINI 4.8%CLAUDE 14.3%
Claim
65
Otter

otter.ai

Best for: AI recommends Otter most when buyers ask what should I use to recruit and interview users for qualitative research (40% of those answers)

3.6%

95% CI 112.3%

2 mentions · avg pos 18.5

first pick 0%

GEMINI 4.8%CLAUDE 14.3%
Claim
66
Fireflies

fireflies.ai

3.6%

95% CI 112.3%

2 mentions · avg pos 25.5

first pick 0%

GEMINI 4.8%CLAUDE 14.3%
Claim
67
Notion

notion.so

3.6%

95% CI 112.3%

2 mentions · avg pos 29

first pick 0%

GEMINI 4.8%CLAUDE 14.3%
Claim
68
Contentsquare

contentsquare.com

Best for: AI recommends Contentsquare most when buyers ask best platforms for conducting remote user interviews and usability tests (30% of those answers)

3.6%

95% CI 112.3%

2 mentions

first pick 0%

PERPLEXITY 9.5%
Claim
69
InVision

invisionapp.com

1.8%

95% CI 0.39.6%

1 mentions · avg pos 1

first pick 100%

GEMINI 4.8%
Claim
70
Sketch

sketch.com

1.8%

95% CI 0.39.6%

1 mentions · avg pos 2

first pick 0%

GEMINI 4.8%
Claim
71
TestingTime

1.8%

95% CI 0.39.6%

1 mentions · avg pos 3

first pick 0%

GEMINI 4.8%
Claim
72
Pendo

pendo.io

1.8%

95% CI 0.39.6%

1 mentions · avg pos 4

first pick 0%

CLAUDE 14.3%
Claim
73
Airtable

airtable.com

1.8%

95% CI 0.39.6%

1 mentions · avg pos 6

first pick 0%

PERPLEXITY 4.8%
Claim
74
Skype

1.8%

95% CI 0.39.6%

1 mentions · avg pos 9

first pick 0%

GEMINI 4.8%
Claim
75
OBS

obsproject.com

1.8%

95% CI 0.39.6%

1 mentions · avg pos 11

first pick 0%

GEMINI 4.8%
Claim
76
Microsoft

microsoft.com

1.8%

95% CI 0.39.6%

1 mentions · avg pos 12

first pick 0%

GEMINI 4.8%
Claim
77
Adobe Sign

adobe.com

1.8%

95% CI 0.39.6%

1 mentions · avg pos 14

first pick 0%

PERPLEXITY 4.8%
Claim
78
Notably

1.8%

95% CI 0.39.6%

1 mentions · avg pos 16

first pick 0%

CLAUDE 14.3%
Claim
79
Optimizely

optimizely.com

1.8%

95% CI 0.39.6%

1 mentions · avg pos 18

first pick 0%

GEMINI 4.8%
Claim
80
Tremendous

tremendous.com

1.8%

95% CI 0.39.6%

1 mentions · avg pos 19

first pick 0%

CLAUDE 14.3%
Claim
81
Zoom for Healthcare

zoom.us

1.8%

95% CI 0.39.6%

1 mentions · avg pos 22

first pick 0%

GEMINI 4.8%
Claim
82
Descript

descript.com

1.8%

95% CI 0.39.6%

1 mentions · avg pos 23

first pick 0%

GEMINI 4.8%
Claim
83
Dropbox Sign

dropbox.com

1.8%

95% CI 0.39.6%

1 mentions · avg pos 23

first pick 0%

GEMINI 4.8%
Claim
84
Rev

rev.com

1.8%

95% CI 0.39.6%

1 mentions · avg pos 27

first pick 0%

GEMINI 4.8%
Claim
85
Evernote

evernote.com

1.8%

95% CI 0.39.6%

1 mentions · avg pos 34

first pick 0%

GEMINI 4.8%
Claim
86
Testlio

testlio.com

Best for: AI recommends Testlio most when buyers ask how do I run unmoderated usability tests at scale (30% of those answers)

1.8%

95% CI 0.39.6%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim
87
Userfeel

1.8%

95% CI 0.39.6%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim
88
kardSort

1.8%

95% CI 0.39.6%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim

Reading the numbers: Share is a point estimate on 55 sampled answers, so each row also shows its 95% CI — the Wilson score interval around that share. When two products' intervals overlap, the gap between them isn't statistically meaningful at this sample size. First pick is the share of a product's recommending answers where it was named first, which separates “always mentioned” from “usually the top recommendation”. Full methodology.

Independence: Orbator customers are badged for disclosure. Customer status does not affect prompts, sampling, extraction, or ranking — see the methodology. Your product on this list? Claim it to see the prompts behind your rank and track it weekly.

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