AI Index / Hackathon and challenge platforms

Best Hackathon and challenge platforms

What AI assistants actually recommend when buyers ask about hackathon and challenge platforms — measured weekly across 5 engines, published as open data.

Updated 2026-08-02 · 72 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 weekly72 samples5 enginesmethodology

Sample: 72 AI answers · Window: Jul 5, 2026Aug 2, 2026 (4-week rolling) · trend vs prior 4 weeks (50 answers)

What is the best hackathon and challenge platforms?

Across 72 sampled AI answers from 5 engines, Devpost is recommended most often — appearing in 80.6% of recommendations, followed by TAIKAI (65.3%) and Eventornado (59.7%).

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

#ProductShareTrendEngines
1
Devpost

devpost.com

Best for: AI recommends Devpost most when buyers ask best tools for organizing developer hackathons and competitions (100% of those answers)

80.6%

95% CI 7088%

58 mentions · avg pos 2

first pick 48.3%

GROK 83.3%GEMINI 75%CHATGPT 83.3%CLAUDE 100%PERPLEXITY 75%
Claim
2
TAIKAI

taikai.network

Best for: AI recommends TAIKAI most when buyers ask which hackathon platform is best for large-scale global competitions (92.9% of those answers)

65.3%

95% CI 53.875.2%

47 mentions · avg pos 5.6

first pick 8.5%

GROK 83.3%GEMINI 75%CHATGPT 66.7%CLAUDE 50%PERPLEXITY 58.3%
Claim
3
Eventornado

eventornado.com

Best for: AI recommends Eventornado most when buyers ask alternatives to the largest hackathon and challenge hosting platforms (85.7% of those answers)

59.7%

95% CI 48.270.3%

43 mentions · avg pos 4.1

first pick 14%

GROK 83.3%GEMINI 79.2%CHATGPT 16.7%CLAUDE 33.3%PERPLEXITY 58.3%
Claim
4
HackerEarth Assessments

hackerearth.com

Best for: AI recommends HackerEarth Assessments most when buyers ask which hackathon platform is best for large-scale global competitions (71.4% of those answers)

48.6%

95% CI 37.459.9%

35 mentions · avg pos 3.1

first pick 11.4%

GROK 83.3%GEMINI 4.2%CHATGPT 50%CLAUDE 75%PERPLEXITY 70.8%
Claim
5
Brightidea

ideawake.com

Best for: AI recommends Brightidea most when buyers ask best platforms for running online hackathons and innovation challenges (57.1% of those answers)

40.3%

95% CI 29.751.8%

29 mentions · avg pos 10.9

first pick 0%

GROK 50%GEMINI 62.5%CHATGPT 33.3%CLAUDE 16.7%PERPLEXITY 29.2%
Claim
6
StackUp

stackup.dev

Best for: AI recommends StackUp most when buyers ask what should I use to host a virtual hackathon with judging and prizes (57.1% of those answers)

36.1%

95% CI 2647.6%

26 mentions · avg pos 5.5

first pick 0%

GROK 66.7%GEMINI 45.8%CLAUDE 8.3%PERPLEXITY 41.7%
Claim
7
Slack

slack.com

Best for: AI recommends Slack most when buyers ask best tools for organizing developer hackathons and competitions (71.4% of those answers)

33.3%

95% CI 23.544.8%

24 mentions · avg pos 10.6

first pick 4.2%

GROK 66.7%GEMINI 20.8%CHATGPT 83.3%CLAUDE 25%PERPLEXITY 29.2%
Claim
8
Unstop

unstop.com

Best for: AI recommends Unstop most when buyers ask alternatives to the largest hackathon and challenge hosting platforms (85.7% of those answers)

30.6%

95% CI 21.142%

22 mentions · avg pos 5.3

first pick 4.5%

GROK 33.3%GEMINI 41.7%CHATGPT 16.7%CLAUDE 8.3%PERPLEXITY 33.3%
Claim
9
DoraHacks

dorahacks.io

Best for: AI recommends DoraHacks most when buyers ask alternatives to the largest hackathon and challenge hosting platforms (64.3% of those answers)

30.6%

95% CI 21.142%

22 mentions · avg pos 7.3

first pick 0%

GROK 83.3%GEMINI 33.3%CLAUDE 8.3%PERPLEXITY 33.3%
Claim
10
Agorize

Best for: AI recommends Agorize most when buyers ask alternatives to the largest hackathon and challenge hosting platforms (64.3% of those answers)

30.6%

95% CI 21.142%

22 mentions · avg pos 7.6

first pick 9.1%

GROK 66.7%GEMINI 54.2%PERPLEXITY 20.8%
Claim
11
HYPE Innovation

hypeinnovation.com

Best for: AI recommends HYPE Innovation most when buyers ask alternatives to the largest hackathon and challenge hosting platforms (57.1% of those answers)

30.6%

95% CI 21.142%

22 mentions · avg pos 10.5

first pick 0%

GROK 50%GEMINI 45.8%CHATGPT 16.7%CLAUDE 8.3%PERPLEXITY 25%
Claim
12
HYPE

Best for: AI recommends HYPE most when buyers ask alternatives to the largest hackathon and challenge hosting platforms (57.1% of those answers)

30.6%

95% CI 21.142%

22 mentions · avg pos 10.5

first pick 0%

GROK 50%GEMINI 45.8%CHATGPT 16.7%CLAUDE 16.7%PERPLEXITY 20.8%
Claim
13
HackerEarth

Best for: AI recommends HackerEarth most when buyers ask alternatives to the largest hackathon and challenge hosting platforms (57.1% of those answers)

27.8%

95% CI 18.839%

20 mentions · avg pos 2.4

first pick 30%

GEMINI 66.7%CLAUDE 8.3%PERPLEXITY 12.5%
Claim
14
Discord

discord.com

Best for: AI recommends Discord most when buyers ask what should I use to host a virtual hackathon with judging and prizes (64.3% of those answers)

25%

95% CI 16.436.1%

18 mentions · avg pos 9.1

first pick 5.6%

GROK 66.7%GEMINI 4.2%CHATGPT 66.7%CLAUDE 25%PERPLEXITY 25%
Claim
15
InnovationCast

Best for: AI recommends InnovationCast most when buyers ask best platforms for running online hackathons and innovation challenges (42.9% of those answers)

23.6%

95% CI 15.334.6%

17 mentions · avg pos 10.6

first pick 0%

GROK 50%GEMINI 37.5%PERPLEXITY 20.8%
Claim
16
Hackathon.com

Best for: AI recommends Hackathon.com most when buyers ask alternatives to the largest hackathon and challenge hosting platforms (71.4% of those answers)

22.2%

95% CI 14.233.1%

16 mentions · avg pos 7.4

first pick 12.5%

GROK 50%GEMINI 8.3%CHATGPT 33.3%CLAUDE 16.7%PERPLEXITY 29.2%
Claim
17
MLH

mlh.com

Best for: AI recommends MLH most when buyers ask alternatives to the largest hackathon and challenge hosting platforms (64.3% of those answers)

22.2%

95% CI 14.233.1%

16 mentions · avg pos 11.6

first pick 0%

GROK 50%GEMINI 20.8%CHATGPT 16.7%CLAUDE 8.3%PERPLEXITY 25%
Claim
18
Zoom

zoom.com

Best for: AI recommends Zoom most when buyers ask what should I use to host a virtual hackathon with judging and prizes (57.1% of those answers)

19.4%

95% CI 1230%

14 mentions · avg pos 13.3

first pick 0%

GROK 16.7%GEMINI 8.3%CHATGPT 66.7%CLAUDE 16.7%PERPLEXITY 20.8%
Claim
19
IdeaScale

ideascale.com

Best for: AI recommends IdeaScale most when buyers ask alternatives to the largest hackathon and challenge hosting platforms (57.1% of those answers)

18.1%

95% CI 10.928.5%

13 mentions · avg pos 9.3

first pick 0%

GROK 50%GEMINI 33.3%PERPLEXITY 8.3%
Claim
20
Ideanote

ideanote.com

Best for: AI recommends Ideanote most when buyers ask best tools for organizing developer hackathons and competitions (35.7% of those answers)

18.1%

95% CI 10.928.5%

13 mentions · avg pos 9.7

first pick 0%

GROK 50%GEMINI 33.3%PERPLEXITY 8.3%
Claim
21
InspireIP

inspireip.com

Best for: AI recommends InspireIP most when buyers ask alternatives to the largest hackathon and challenge hosting platforms (50% of those answers)

18.1%

95% CI 10.928.5%

13 mentions · avg pos 11

first pick 0%

GROK 50%GEMINI 25%CLAUDE 8.3%PERPLEXITY 12.5%
Claim
22
Devfolio

Best for: AI recommends Devfolio most when buyers ask alternatives to the largest hackathon and challenge hosting platforms (64.3% of those answers)

18.1%

95% CI 10.928.5%

13 mentions · avg pos 11.2

first pick 0%

GROK 16.7%GEMINI 16.7%CHATGPT 33.3%CLAUDE 8.3%PERPLEXITY 20.8%
Claim
23
Major League Hacking

Best for: AI recommends Major League Hacking most when buyers ask alternatives to the largest hackathon and challenge hosting platforms (42.9% of those answers)

16.7%

95% CI 9.826.9%

12 mentions · avg pos 14.2

first pick 0%

GROK 50%GEMINI 20.8%CHATGPT 16.7%CLAUDE 8.3%PERPLEXITY 8.3%
Claim
24
AngelHack

15.3%

95% CI 8.825.3%

11 mentions · avg pos 8.9

first pick 0%

GROK 66.7%GEMINI 8.3%CLAUDE 16.7%PERPLEXITY 12.5%
Claim
25
HeroX

Best for: AI recommends HeroX most when buyers ask best platforms for running online hackathons and innovation challenges (35.7% of those answers)

15.3%

95% CI 8.825.3%

11 mentions · avg pos 13.6

first pick 0%

GROK 16.7%GEMINI 29.2%CHATGPT 33.3%PERPLEXITY 4.2%
Claim
26
HackerRank

hackerrank.com

Best for: AI recommends HackerRank most when buyers ask alternatives to the largest hackathon and challenge hosting platforms (50% of those answers)

13.9%

95% CI 7.723.7%

10 mentions · avg pos 8.6

first pick 10%

GROK 16.7%GEMINI 20.8%CHATGPT 16.7%CLAUDE 16.7%PERPLEXITY 4.2%
Claim
27
Miro

miro.com

Best for: AI recommends Miro most when buyers ask best tools for organizing developer hackathons and competitions (50% of those answers)

12.5%

95% CI 6.722.1%

9 mentions · avg pos 10.3

first pick 0%

GROK 16.7%GEMINI 16.7%CLAUDE 8.3%PERPLEXITY 12.5%
Claim
28
Wazoku

Best for: AI recommends Wazoku most when buyers ask alternatives to the largest hackathon and challenge hosting platforms (35.7% of those answers)

12.5%

95% CI 6.722.1%

9 mentions · avg pos 15.9

first pick 0%

GEMINI 16.7%CHATGPT 33.3%PERPLEXITY 12.5%
Claim
29
Notion

notion.so

Best for: AI recommends Notion most when buyers ask best tools for organizing developer hackathons and competitions (50% of those answers)

12.5%

95% CI 6.722.1%

9 mentions · avg pos 18.3

first pick 0%

GEMINI 8.3%CHATGPT 50%PERPLEXITY 16.7%
Claim
30
Qmarkets

qmarkets.net

Best for: AI recommends Qmarkets most when buyers ask which hackathon platform is best for large-scale global competitions (42.9% of those answers)

11.1%

95% CI 5.720.4%

8 mentions · avg pos 11.8

first pick 0%

GEMINI 20.8%CHATGPT 16.7%PERPLEXITY 8.3%
Claim
31
Mural

mural.co

Best for: AI recommends Mural most when buyers ask best tools for organizing developer hackathons and competitions (50% of those answers)

11.1%

95% CI 5.720.4%

8 mentions · avg pos 11.9

first pick 0%

GEMINI 16.7%CLAUDE 8.3%PERPLEXITY 12.5%
Claim
32
Mettl

9.7%

95% CI 4.818.7%

7 mentions · avg pos 4.5

first pick 14.3%

GEMINI 4.2%CLAUDE 8.3%PERPLEXITY 20.8%
Claim
33
Xthon

9.7%

95% CI 4.818.7%

7 mentions · avg pos 6.7

first pick 0%

GEMINI 20.8%CLAUDE 8.3%PERPLEXITY 4.2%
Claim
34
HackHQ

hackhq.io

9.7%

95% CI 4.818.7%

7 mentions · avg pos 10.6

first pick 0%

GEMINI 8.3%CHATGPT 16.7%CLAUDE 8.3%PERPLEXITY 12.5%
Claim
35
Ideawake

9.7%

95% CI 4.818.7%

7 mentions · avg pos 11.2

first pick 0%

GEMINI 16.7%CLAUDE 8.3%PERPLEXITY 8.3%
Claim
36
Google Forms

Best for: AI recommends Google Forms most when buyers ask what should I use to host a virtual hackathon with judging and prizes (35.7% of those answers)

9.7%

95% CI 4.818.7%

7 mentions · avg pos 18

first pick 0%

GROK 16.7%CHATGPT 66.7%CLAUDE 8.3%PERPLEXITY 4.2%
Claim
37
Kaggle

Best for: AI recommends Kaggle most when buyers ask alternatives to the largest hackathon and challenge hosting platforms (50% of those answers)

9.7%

95% CI 4.818.7%

7 mentions · avg pos 20.8

first pick 0%

GROK 16.7%GEMINI 16.7%CHATGPT 16.7%PERPLEXITY 4.2%
Claim
38
JunctionApp

8.3%

95% CI 3.917%

6 mentions · avg pos 12.4

first pick 0%

GROK 16.7%GEMINI 16.7%PERPLEXITY 4.2%
Claim
39
Topcoder

topcoder.com

8.3%

95% CI 3.917%

6 mentions · avg pos 12.4

first pick 0%

GROK 16.7%GEMINI 16.7%CLAUDE 8.3%
Claim
40
Figma

figma.com

Best for: AI recommends Figma most when buyers ask best tools for organizing developer hackathons and competitions (42.9% of those answers)

8.3%

95% CI 3.917%

6 mentions · avg pos 15.2

first pick 0%

GROK 16.7%GEMINI 8.3%PERPLEXITY 12.5%
Claim
41
Hack2Skill

hack2skill.com

Best for: AI recommends Hack2Skill most when buyers ask alternatives to the largest hackathon and challenge hosting platforms (35.7% of those answers)

6.9%

95% CI 315.2%

5 mentions · avg pos 4.3

first pick 0%

GEMINI 4.2%CHATGPT 16.7%PERPLEXITY 12.5%
Claim
42
Reskilll

6.9%

95% CI 315.2%

5 mentions · avg pos 7.4

first pick 0%

GROK 16.7%CLAUDE 8.3%PERPLEXITY 12.5%
Claim
43
Gather

gather.town

6.9%

95% CI 315.2%

5 mentions · avg pos 9.8

first pick 0%

GEMINI 20.8%
Claim
44
MLH (Major League Hacking)

mlh.io

6.9%

95% CI 315.2%

5 mentions · avg pos 11

first pick 0%

GROK 16.7%GEMINI 8.3%CHATGPT 16.7%PERPLEXITY 4.2%
Claim
45
Asana

asana.com

Best for: AI recommends Asana most when buyers ask best tools for organizing developer hackathons and competitions (42.9% of those answers)

6.9%

95% CI 315.2%

5 mentions · avg pos 11.8

first pick 0%

GEMINI 12.5%PERPLEXITY 8.3%
Claim
46
OpenIDEO

openideo.com

6.9%

95% CI 315.2%

5 mentions · avg pos 13.8

first pick 0%

GEMINI 16.7%CHATGPT 16.7%
Claim
47
Hibiscus

6.9%

95% CI 315.2%

5 mentions · avg pos 14

first pick 0%

GROK 16.7%GEMINI 12.5%PERPLEXITY 4.2%
Claim
48
LeetCode

leetcode.com

6.9%

95% CI 315.2%

5 mentions · avg pos 16

first pick 0%

GROK 16.7%GEMINI 16.7%
Claim
49
CodeChef

codechef.com

6.9%

95% CI 315.2%

5 mentions · avg pos 16.6

first pick 0%

GROK 16.7%GEMINI 16.7%
Claim
50
Airtable

airtable.com

6.9%

95% CI 315.2%

5 mentions · avg pos 23.4

first pick 0%

GEMINI 4.2%CHATGPT 66.7%
Claim
51
CodeSignal

codesignal.com

5.6%

95% CI 2.213.4%

4 mentions · avg pos 5.3

first pick 50%

GEMINI 8.3%CLAUDE 16.7%
Claim
52
Dribdat

5.6%

95% CI 2.213.4%

4 mentions · avg pos 9.7

first pick 0%

GROK 16.7%CLAUDE 8.3%PERPLEXITY 8.3%
Claim
53
ITONICS

itonics-innovation.com

5.6%

95% CI 2.213.4%

4 mentions · avg pos 11.3

first pick 0%

GEMINI 16.7%
Claim
54
ScoreJudge

scorejudge.com

5.6%

95% CI 2.213.4%

4 mentions · avg pos 12

first pick 0%

GROK 16.7%GEMINI 12.5%
Claim
55
Dev.to

dev.to

Best for: AI recommends Dev.to most when buyers ask alternatives to the largest hackathon and challenge hosting platforms (35.7% of those answers)

5.6%

95% CI 2.213.4%

4 mentions · avg pos 13

first pick 0%

GROK 33.3%GEMINI 4.2%PERPLEXITY 4.2%
Claim
56
Eventbrite

eventbrite.com

Best for: AI recommends Eventbrite most when buyers ask best tools for organizing developer hackathons and competitions (35.7% of those answers)

5.6%

95% CI 2.213.4%

4 mentions · avg pos 13.3

first pick 25%

GEMINI 12.5%CHATGPT 16.7%
Claim
57
Codeforces

codeforces.com

5.6%

95% CI 2.213.4%

4 mentions · avg pos 15.8

first pick 0%

GROK 16.7%GEMINI 8.3%CHATGPT 16.7%
Claim
58
OpenHackathon

5.6%

95% CI 2.213.4%

4 mentions · avg pos 16.3

first pick 0%

GROK 16.7%GEMINI 8.3%PERPLEXITY 4.2%
Claim
59
Codewars

codewars.com

5.6%

95% CI 2.213.4%

4 mentions · avg pos 18.8

first pick 0%

GROK 16.7%GEMINI 12.5%
Claim
60
Exercism

exercism.org

5.6%

95% CI 2.213.4%

4 mentions · avg pos 21

first pick 0%

GROK 16.7%GEMINI 12.5%
Claim
61
TestGorilla

testgorilla.com

4.2%

95% CI 1.411.5%

3 mentions · avg pos 4.7

first pick 0%

GEMINI 4.2%CLAUDE 16.7%
Claim
62
Google Meet

meet.google.com

4.2%

95% CI 1.411.5%

3 mentions · avg pos 7

first pick 0%

CHATGPT 33.3%PERPLEXITY 4.2%
Claim
63
Hackworks

4.2%

95% CI 1.411.5%

3 mentions · avg pos 7

first pick 0%

GEMINI 4.2%PERPLEXITY 8.3%
Claim
64
Orchidea

orchidea.dev

4.2%

95% CI 1.411.5%

3 mentions · avg pos 9

first pick 0%

GEMINI 12.5%
Claim
65
lablab.ai

lablab.ai

4.2%

95% CI 1.411.5%

3 mentions · avg pos 9.7

first pick 0%

GEMINI 4.2%PERPLEXITY 8.3%
Claim
66
GitLab

gitlab.com

4.2%

95% CI 1.411.5%

3 mentions · avg pos 10

first pick 0%

GEMINI 8.3%PERPLEXITY 4.2%
Claim
67
MassChallenge

masschallenge.org

Best for: AI recommends MassChallenge most when buyers ask how do I run a corporate innovation challenge with external developers (35.7% of those answers)

4.2%

95% CI 1.411.5%

3 mentions · avg pos 10

first pick 0%

GROK 16.7%PERPLEXITY 8.3%
Claim
68
SkipsoLabs

4.2%

95% CI 1.411.5%

3 mentions · avg pos 10.5

first pick 0%

GEMINI 4.2%PERPLEXITY 8.3%
Claim
69
Gavel

4.2%

95% CI 1.411.5%

3 mentions · avg pos 13

first pick 0%

GROK 16.7%GEMINI 8.3%
Claim
70
InnoCentive

innocentive.com

4.2%

95% CI 1.411.5%

3 mentions · avg pos 13.7

first pick 0%

GEMINI 8.3%CHATGPT 16.7%
Claim
71
Luma

4.2%

95% CI 1.411.5%

3 mentions · avg pos 14.3

first pick 33.3%

CHATGPT 50%
Claim
72
Trello

trello.com

Best for: AI recommends Trello most when buyers ask best tools for organizing developer hackathons and competitions (35.7% of those answers)

4.2%

95% CI 1.411.5%

3 mentions · avg pos 15.3

first pick 0%

GEMINI 12.5%
Claim
73
AWS

aws.amazon.com

4.2%

95% CI 1.411.5%

3 mentions · avg pos 15.7

first pick 33.3%

GEMINI 4.2%CHATGPT 33.3%
Claim
74
ChallengeRocket

4.2%

95% CI 1.411.5%

3 mentions · avg pos 16.3

first pick 0%

GROK 16.7%GEMINI 4.2%CHATGPT 16.7%
Claim
75
Zindi

4.2%

95% CI 1.411.5%

3 mentions · avg pos 18.3

first pick 0%

GEMINI 8.3%CHATGPT 16.7%
Claim
76
Microsoft

microsoft.com

4.2%

95% CI 1.411.5%

3 mentions · avg pos 25

first pick 33.3%

CHATGPT 50%
Claim
77
Google Sheets

sheets.google.com

4.2%

95% CI 1.411.5%

3 mentions · avg pos 33

first pick 0%

GEMINI 4.2%CHATGPT 33.3%
Claim
78
BoilerBot

2.8%

95% CI 0.89.6%

2 mentions · avg pos 2.5

first pick 0%

PERPLEXITY 8.3%
Claim
79
Hangar

2.8%

95% CI 0.89.6%

2 mentions · avg pos 2.5

first pick 0%

PERPLEXITY 8.3%
Claim
80
Brightidea Innovation Cloud

brightidea.com

2.8%

95% CI 0.89.6%

2 mentions · avg pos 5.5

first pick 0%

GEMINI 8.3%
Claim
81
HELPq

2.8%

95% CI 0.89.6%

2 mentions · avg pos 6.5

first pick 0%

PERPLEXITY 8.3%
Claim
82
Hacksuite

2.8%

95% CI 0.89.6%

2 mentions · avg pos 11

first pick 0%

GEMINI 8.3%
Claim
83
MyMLH

my.mlh.io

2.8%

95% CI 0.89.6%

2 mentions · avg pos 12

first pick 0%

GEMINI 8.3%
Claim
84
Nucleus

2.8%

95% CI 0.89.6%

2 mentions · avg pos 12

first pick 0%

GEMINI 8.3%
Claim
85
Tulula

2.8%

95% CI 0.89.6%

2 mentions · avg pos 12

first pick 0%

GEMINI 4.2%PERPLEXITY 4.2%
Claim
86
Quill

2.8%

95% CI 0.89.6%

2 mentions · avg pos 15

first pick 0%

GEMINI 8.3%
Claim
87
Airmeet

airmeet.com

2.8%

95% CI 0.89.6%

2 mentions · avg pos 16

first pick 0%

GROK 16.7%GEMINI 4.2%
Claim
88
CodaLab

2.8%

95% CI 0.89.6%

2 mentions · avg pos 16

first pick 0%

GEMINI 4.2%CHATGPT 16.7%
Claim
89
Codabench

2.8%

95% CI 0.89.6%

2 mentions · avg pos 16

first pick 0%

GEMINI 4.2%CHATGPT 16.7%
Claim
90
Whova

whova.com

2.8%

95% CI 0.89.6%

2 mentions · avg pos 17

first pick 0%

GEMINI 8.3%
Claim
91
Halo

2.8%

95% CI 0.89.6%

2 mentions · avg pos 21

first pick 0%

GEMINI 4.2%PERPLEXITY 4.2%
Claim
92
n8n

n8n.io

2.8%

95% CI 0.89.6%

2 mentions · avg pos 21.5

first pick 0%

GEMINI 4.2%PERPLEXITY 4.2%
Claim
93
Hackalist

hackalist.org

2.8%

95% CI 0.89.6%

2 mentions · avg pos 22.5

first pick 0%

GROK 16.7%GEMINI 4.2%
Claim
94
AWS Cloud9

2.8%

95% CI 0.89.6%

2 mentions · avg pos 24.5

first pick 0%

GEMINI 8.3%
Claim
95
F6S

f6s.com

2.8%

95% CI 0.89.6%

2 mentions

first pick 0%

PERPLEXITY 8.3%
Claim
96
GuideFlow

guideflow.com

2.8%

95% CI 0.89.6%

2 mentions

first pick 0%

CHATGPT 16.7%PERPLEXITY 4.2%
Claim
97
Hopin

1.4%

95% CI 0.27.5%

1 mentions · avg pos 2

first pick 0%

CLAUDE 8.3%
Claim
98
BeMyApp

bemyapp.com

1.4%

95% CI 0.27.5%

1 mentions · avg pos 3

first pick 0%

CLAUDE 8.3%
Claim
99
Codility

codility.com

1.4%

95% CI 0.27.5%

1 mentions · avg pos 3

first pick 0%

GEMINI 4.2%
Claim
100
Hack Club

hackclub.com

1.4%

95% CI 0.27.5%

1 mentions · avg pos 4

first pick 0%

CHATGPT 16.7%
Claim

Reading the numbers: Share is a point estimate on 72 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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