AI Index / AI tools for customer success managers

Best AI tools for customer success managers

What AI assistants actually recommend when buyers ask about ai tools for customer success managers — measured weekly across 4 engines, published as open data.

Updated 2026-08-04 · 70 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 weekly70 samples4 enginesmethodology

Sample: 70 AI answers · Window: Jul 7, 2026Aug 4, 2026 (4-week rolling) · trend vs prior 4 weeks (41 answers)

What is the best ai tools for customer success managers?

Across 70 sampled AI answers from 4 engines, Gainsight is recommended most often — appearing in 64.3% of recommendations, followed by ChurnZero (62.9%) and Vitally (50%).

This is a measurement of share of voice across 4 AI engines — not an editorial pick. See the full ranking below.

#ProductShareTrendEngines
1
Gainsight

gainsight.com

Best for: AI recommends Gainsight most when buyers ask what AI tool should I use to automate customer health score tracking (100% of those answers)

64.3%

95% CI 52.674.5%

45 mentions · avg pos 2.9

first pick 40%

GEMINI 53.6%CHATGPT 71.4%CLAUDE 57.1%PERPLEXITY 75%
Claim
2
ChurnZero

churnzero.net

Best for: AI recommends ChurnZero most when buyers ask best AI tools for customer success managers (100% of those answers)

62.9%

95% CI 51.173.2%

44 mentions · avg pos 3.4

first pick 20.5%

GEMINI 57.1%CHATGPT 57.1%CLAUDE 57.1%PERPLEXITY 71.4%
Claim
3
Vitally

vitally.io

Best for: AI recommends Vitally most when buyers ask what AI tool should I use to automate customer health score tracking (91.7% of those answers)

50%

95% CI 38.661.4%

35 mentions · avg pos 6.1

first pick 17.1%

GEMINI 35.7%CHATGPT 71.4%CLAUDE 57.1%PERPLEXITY 57.1%
Claim
4
Salesforce

Best for: AI recommends Salesforce most when buyers ask what AI tool should I use to automate customer health score tracking (75% of those answers)

40%

95% CI 29.351.7%

28 mentions · avg pos 11

first pick 3.6%

GEMINI 42.9%CHATGPT 85.7%CLAUDE 14.3%PERPLEXITY 32.1%
Claim
5
Totango

totango.com

Best for: AI recommends Totango most when buyers ask alternatives to the big AI customer success platforms (75% of those answers)

32.9%

95% CI 2344.5%

23 mentions · avg pos 6

first pick 13%

GEMINI 35.7%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 39.3%
Claim
6
Gong

gong.io

Best for: AI recommends Gong most when buyers ask best AI tools for customer success managers (100% of those answers)

32.9%

95% CI 2344.5%

23 mentions · avg pos 11.3

first pick 0%

GEMINI 35.7%CHATGPT 42.9%CLAUDE 28.6%PERPLEXITY 28.6%
Claim
7
Planhat

planhat.com

Best for: AI recommends Planhat most when buyers ask alternatives to the big AI customer success platforms (75% of those answers)

30%

95% CI 20.541.5%

21 mentions · avg pos 5.4

first pick 14.3%

GEMINI 25%CHATGPT 28.6%CLAUDE 14.3%PERPLEXITY 39.3%
Claim
8
Velaris

Best for: AI recommends Velaris most when buyers ask alternatives to the big AI customer success platforms (83.3% of those answers)

27.1%

95% CI 18.138.5%

19 mentions · avg pos 6

first pick 5.3%

GEMINI 35.7%CHATGPT 14.3%CLAUDE 28.6%PERPLEXITY 21.4%
Claim
9
Zendesk

zendesk.com

Best for: AI recommends Zendesk most when buyers ask which AI customer success tool is best for SaaS vs services companies (66.7% of those answers)

27.1%

95% CI 18.138.5%

19 mentions · avg pos 15.6

first pick 0%

GEMINI 25%CHATGPT 42.9%PERPLEXITY 32.1%
Claim
10
Custify

custify.com

Best for: AI recommends Custify most when buyers ask alternatives to the big AI customer success platforms (83.3% of those answers)

22.9%

95% CI 14.634%

16 mentions · avg pos 5.9

first pick 6.3%

GEMINI 28.6%CHATGPT 14.3%CLAUDE 28.6%PERPLEXITY 17.9%
Claim
11
Intercom

intercom.com

Best for: AI recommends Intercom most when buyers ask alternatives to the big AI customer success platforms (41.7% of those answers)

22.9%

95% CI 14.634%

16 mentions · avg pos 21.6

first pick 0%

GEMINI 17.9%CHATGPT 71.4%CLAUDE 14.3%PERPLEXITY 17.9%
Claim
12
HubSpot CRM

hubspot.com

Best for: AI recommends HubSpot CRM most when buyers ask alternatives to the big AI customer success platforms (66.7% of those answers)

21.4%

95% CI 13.432.4%

15 mentions · avg pos 8

first pick 0%

GEMINI 17.9%CHATGPT 71.4%PERPLEXITY 17.9%
Claim
13
Coworker AI

coworker.ai

Best for: AI recommends Coworker AI most when buyers ask best AI tools for customer success managers (58.3% of those answers)

20%

95% CI 12.330.8%

14 mentions · avg pos 4.4

first pick 0%

GEMINI 10.7%CLAUDE 14.3%PERPLEXITY 35.7%
Claim
14
Perspective

getperspective.ai

Best for: AI recommends Perspective most when buyers ask best AI tools for customer success managers (50% of those answers)

18.6%

95% CI 11.229.2%

13 mentions · avg pos 7.7

first pick 23.1%

GEMINI 3.6%CHATGPT 42.9%PERPLEXITY 32.1%
Claim
15
Pendo

pendo.io

Best for: AI recommends Pendo most when buyers ask best AI assistant for identifying at-risk customers and churn signals (50% of those answers)

18.6%

95% CI 11.229.2%

13 mentions · avg pos 10.6

first pick 15.4%

GEMINI 21.4%CHATGPT 28.6%PERPLEXITY 17.9%
Claim
16
Oliv

oliv.ai

Best for: AI recommends Oliv most when buyers ask alternatives to the big AI customer success platforms (75% of those answers)

15.7%

95% CI 926%

11 mentions · avg pos 4.1

first pick 18.2%

GEMINI 25%CLAUDE 14.3%PERPLEXITY 10.7%
Claim
17
Segment

segment.com

Best for: AI recommends Segment most when buyers ask how do I use AI to write personalized customer check-in messages at scale (50% of those answers)

15.7%

95% CI 926%

11 mentions · avg pos 12.3

first pick 9.1%

GEMINI 14.3%CHATGPT 28.6%CLAUDE 14.3%PERPLEXITY 14.3%
Claim
18
Customerscore.io

customerscore.io

Best for: AI recommends Customerscore.io most when buyers ask what AI tool should I use to automate customer health score tracking (58.3% of those answers)

14.3%

95% CI 7.924.3%

10 mentions · avg pos 4.2

first pick 20%

GEMINI 28.6%PERPLEXITY 7.1%
Claim
19
Userpilot

userpilot.com

Best for: AI recommends Userpilot most when buyers ask which AI customer success tool is best for SaaS vs services companies (58.3% of those answers)

14.3%

95% CI 7.924.3%

10 mentions · avg pos 6.1

first pick 0%

GEMINI 17.9%CLAUDE 14.3%PERPLEXITY 14.3%
Claim
20
ClientSuccess

clientsuccess.com

Best for: AI recommends ClientSuccess most when buyers ask alternatives to the big AI customer success platforms (66.7% of those answers)

14.3%

95% CI 7.924.3%

10 mentions · avg pos 6.2

first pick 0%

GEMINI 21.4%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 7.1%
Claim
21
timetoreply

timetoreply.com

Best for: AI recommends timetoreply most when buyers ask best AI tools for customer success managers (75% of those answers)

14.3%

95% CI 7.924.3%

10 mentions · avg pos 8.7

first pick 0%

GEMINI 17.9%PERPLEXITY 17.9%
Claim
22
Agentforce

salesforce.com

11.4%

95% CI 5.921%

8 mentions · avg pos 13.3

first pick 12.5%

GEMINI 17.9%CHATGPT 28.6%CLAUDE 14.3%
Claim
23
Kustomer IQ

Best for: AI recommends Kustomer IQ most when buyers ask alternatives to the big AI customer success platforms (33.3% of those answers)

11.4%

95% CI 5.921%

8 mentions · avg pos 16

first pick 0%

GEMINI 21.4%PERPLEXITY 7.1%
Claim
24
Oliv AI

10%

95% CI 4.919.2%

7 mentions · avg pos 4.6

first pick 14.3%

GEMINI 25%
Claim
25
EverAfter

everafter.ai

Best for: AI recommends EverAfter most when buyers ask best AI tools for customer success managers (50% of those answers)

10%

95% CI 4.919.2%

7 mentions · avg pos 13.5

first pick 0%

GEMINI 10.7%CLAUDE 14.3%PERPLEXITY 10.7%
Claim
26
CATALYST

omnipress.com

Best for: AI recommends CATALYST most when buyers ask alternatives to the big AI customer success platforms (58.3% of those answers)

8.6%

95% CI 417.5%

6 mentions · avg pos 9

first pick 0%

GEMINI 3.6%PERPLEXITY 17.9%
Claim
27
Medallia

Best for: AI recommends Medallia most when buyers ask best AI tools for customer success managers (33.3% of those answers)

8.6%

95% CI 417.5%

6 mentions · avg pos 9.7

first pick 0%

GEMINI 17.9%PERPLEXITY 3.6%
Claim
28
Otter

otter.ai

Best for: AI recommends Otter most when buyers ask best AI tools for customer success managers (33.3% of those answers)

8.6%

95% CI 417.5%

6 mentions · avg pos 12

first pick 0%

GEMINI 7.1%CHATGPT 14.3%PERPLEXITY 10.7%
Claim
29
Gorgias

gorgias.com

Best for: AI recommends Gorgias most when buyers ask best AI tools for customer success managers (33.3% of those answers)

8.6%

95% CI 417.5%

6 mentions · avg pos 12.8

first pick 0%

GEMINI 21.4%
Claim
30
Kustomer

kustomer.com

Best for: AI recommends Kustomer most when buyers ask alternatives to the big AI customer success platforms (41.7% of those answers)

8.6%

95% CI 417.5%

6 mentions · avg pos 16

first pick 0%

GEMINI 14.3%PERPLEXITY 7.1%
Claim
31
Staircase AI

8.6%

95% CI 417.5%

6 mentions · avg pos 21.4

first pick 0%

GEMINI 3.6%CHATGPT 42.9%CLAUDE 14.3%PERPLEXITY 3.6%
Claim
32
Slack

slack.com

8.6%

95% CI 417.5%

6 mentions · avg pos 25.3

first pick 16.7%

GEMINI 3.6%CHATGPT 57.1%PERPLEXITY 3.6%
Claim
33
Braze

braze.com

Best for: AI recommends Braze most when buyers ask how do I use AI to write personalized customer check-in messages at scale (33.3% of those answers)

7.1%

95% CI 3.115.7%

5 mentions · avg pos 14.8

first pick 0%

GEMINI 17.9%
Claim
34
Reply.io

reply.io

Best for: AI recommends Reply.io most when buyers ask how do I use AI to write personalized customer check-in messages at scale (41.7% of those answers)

7.1%

95% CI 3.115.7%

5 mentions · avg pos 15.5

first pick 0%

GEMINI 7.1%CLAUDE 14.3%PERPLEXITY 7.1%
Claim
35
PostHog

posthog.com

7.1%

95% CI 3.115.7%

5 mentions · avg pos 25.6

first pick 20%

GEMINI 7.1%CHATGPT 42.9%
Claim
36
Aviso

aviso.com

Best for: AI recommends Aviso most when buyers ask alternatives to the big AI customer success platforms (41.7% of those answers)

5.7%

95% CI 2.213.8%

4 mentions · avg pos 2.8

first pick 25%

GEMINI 7.1%PERPLEXITY 7.1%
Claim
37
DataRobot

datarobot.com

Best for: AI recommends DataRobot most when buyers ask best AI assistant for identifying at-risk customers and churn signals (33.3% of those answers)

5.7%

95% CI 2.213.8%

4 mentions · avg pos 4

first pick 50%

GEMINI 3.6%PERPLEXITY 10.7%
Claim
38
Pecan AI

Best for: AI recommends Pecan AI most when buyers ask best AI assistant for identifying at-risk customers and churn signals (41.7% of those answers)

5.7%

95% CI 2.213.8%

4 mentions · avg pos 5

first pick 0%

GEMINI 10.7%CLAUDE 14.3%
Claim
39
Zapier AI

zapier.com

Best for: AI recommends Zapier AI most when buyers ask alternatives to the big AI customer success platforms (41.7% of those answers)

5.7%

95% CI 2.213.8%

4 mentions · avg pos 5

first pick 0%

CHATGPT 28.6%CLAUDE 14.3%PERPLEXITY 3.6%
Claim
40
Base AI

5.7%

95% CI 2.213.8%

4 mentions · avg pos 8.3

first pick 0%

GEMINI 10.7%PERPLEXITY 3.6%
Claim
41
Freshdesk

freshdesk.com

5.7%

95% CI 2.213.8%

4 mentions · avg pos 8.5

first pick 0%

GEMINI 14.3%
Claim
42
Salesforce Agentforce

5.7%

95% CI 2.213.8%

4 mentions · avg pos 11.3

first pick 0%

GEMINI 7.1%PERPLEXITY 7.1%
Claim
43
Fin

fin.ai

5.7%

95% CI 2.213.8%

4 mentions · avg pos 17

first pick 0%

GEMINI 3.6%CHATGPT 14.3%PERPLEXITY 7.1%
Claim
44
Glean

glean.com

Best for: AI recommends Glean most when buyers ask best AI tools for customer success managers (33.3% of those answers)

5.7%

95% CI 2.213.8%

4 mentions · avg pos 19.3

first pick 0%

CHATGPT 14.3%PERPLEXITY 10.7%
Claim
45
Mixpanel

mixpanel.com

5.7%

95% CI 2.213.8%

4 mentions · avg pos 27.3

first pick 25%

GEMINI 3.6%CHATGPT 42.9%
Claim
46
Amplitude

amplitude.com

5.7%

95% CI 2.213.8%

4 mentions · avg pos 32.8

first pick 0%

GEMINI 3.6%CHATGPT 42.9%
Claim
47
Forethought

4.3%

95% CI 1.511.9%

3 mentions · avg pos 5

first pick 0%

PERPLEXITY 10.7%
Claim
48
Mixmax

mixmax.com

Best for: AI recommends Mixmax most when buyers ask best AI tools for customer success managers (33.3% of those answers)

4.3%

95% CI 1.511.9%

3 mentions · avg pos 7.5

first pick 0%

GEMINI 3.6%PERPLEXITY 7.1%
Claim
49
Breeze Customer Agent

4.3%

95% CI 1.511.9%

3 mentions · avg pos 9

first pick 0%

GEMINI 3.6%PERPLEXITY 7.1%
Claim
50
Fathom

usefathom.com

4.3%

95% CI 1.511.9%

3 mentions · avg pos 9.3

first pick 0%

GEMINI 7.1%PERPLEXITY 3.6%
Claim
51
Insight7

insight7.io

Best for: AI recommends Insight7 most when buyers ask best AI assistant for identifying at-risk customers and churn signals (33.3% of those answers)

4.3%

95% CI 1.511.9%

3 mentions · avg pos 9.3

first pick 0%

GEMINI 10.7%
Claim
52
Pylon

usepylon.com

Best for: AI recommends Pylon most when buyers ask which AI customer success tool is best for SaaS vs services companies (33.3% of those answers)

4.3%

95% CI 1.511.9%

3 mentions · avg pos 9.5

first pick 0%

GEMINI 3.6%CLAUDE 14.3%PERPLEXITY 3.6%
Claim
53
Sierra

4.3%

95% CI 1.511.9%

3 mentions · avg pos 12

first pick 0%

GEMINI 7.1%PERPLEXITY 3.6%
Claim
54
Berry

4.3%

95% CI 1.511.9%

3 mentions · avg pos 13

first pick 0%

GEMINI 10.7%
Claim
55
Zoho

zoho.com

4.3%

95% CI 1.511.9%

3 mentions · avg pos 14.3

first pick 0%

GEMINI 7.1%CHATGPT 14.3%
Claim
56
Grain

grain.com

4.3%

95% CI 1.511.9%

3 mentions · avg pos 15

first pick 0%

GEMINI 3.6%CHATGPT 14.3%PERPLEXITY 3.6%
Claim
57
Canvas

instructure.com

4.3%

95% CI 1.511.9%

3 mentions · avg pos 16.3

first pick 0%

GEMINI 10.7%
Claim
58
Klaviyo

klaviyo.com

4.3%

95% CI 1.511.9%

3 mentions · avg pos 16.7

first pick 0%

GEMINI 7.1%CLAUDE 14.3%
Claim
59
Microsoft

microsoft.com

4.3%

95% CI 1.511.9%

3 mentions · avg pos 18

first pick 0%

GEMINI 3.6%CHATGPT 28.6%
Claim
60
Make

make.com

4.3%

95% CI 1.511.9%

3 mentions · avg pos 21

first pick 0%

CHATGPT 28.6%CLAUDE 14.3%
Claim
61
Customer.io

customer.io

Best for: AI recommends Customer.io most when buyers ask how do I use AI to write personalized customer check-in messages at scale (58.3% of those answers)

4.3%

95% CI 1.511.9%

3 mentions · avg pos 27

first pick 0%

CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 3.6%
Claim
62
BuildBetter

buildbetter.ai

2.9%

95% CI 0.89.8%

2 mentions · avg pos 4

first pick 0%

PERPLEXITY 7.1%
Claim
63
Appcues

appcues.com

2.9%

95% CI 0.89.8%

2 mentions · avg pos 4.5

first pick 0%

PERPLEXITY 7.1%
Claim
64
Kumo.ai

kumo.ai

Best for: AI recommends Kumo.ai most when buyers ask best AI assistant for identifying at-risk customers and churn signals (33.3% of those answers)

2.9%

95% CI 0.89.8%

2 mentions · avg pos 6

first pick 0%

GEMINI 7.1%
Claim
65
Tidio AI

tidio.com

2.9%

95% CI 0.89.8%

2 mentions · avg pos 6

first pick 0%

PERPLEXITY 7.1%
Claim
66
Avoma

avoma.com

2.9%

95% CI 0.89.8%

2 mentions · avg pos 7.5

first pick 0%

GEMINI 3.6%PERPLEXITY 3.6%
Claim
67
Fireflies

fireflies.ai

2.9%

95% CI 0.89.8%

2 mentions · avg pos 7.5

first pick 0%

GEMINI 3.6%PERPLEXITY 3.6%
Claim
68
WalkMe

walkme.com

2.9%

95% CI 0.89.8%

2 mentions · avg pos 7.5

first pick 0%

GEMINI 7.1%
Claim
69
Dynamic Yield

dynamicyield.com

2.9%

95% CI 0.89.8%

2 mentions · avg pos 10.5

first pick 0%

GEMINI 7.1%
Claim
70
REACH.ai

reach.ai

2.9%

95% CI 0.89.8%

2 mentions · avg pos 11.5

first pick 0%

GEMINI 7.1%
Claim
71
Qualtrics

qualtrics.com

2.9%

95% CI 0.89.8%

2 mentions · avg pos 15.5

first pick 0%

GEMINI 7.1%
Claim
72
HeyGen

heygen.com

2.9%

95% CI 0.89.8%

2 mentions · avg pos 17

first pick 0%

GEMINI 7.1%
Claim
73
Insider

useinsider.com

2.9%

95% CI 0.89.8%

2 mentions · avg pos 18.5

first pick 0%

GEMINI 7.1%
Claim
74
Ferndesk

ferndesk.com

2.9%

95% CI 0.89.8%

2 mentions · avg pos 19

first pick 0%

GEMINI 3.6%PERPLEXITY 3.6%
Claim
75
Synthetic Users

2.9%

95% CI 0.89.8%

2 mentions · avg pos 19.5

first pick 0%

GEMINI 7.1%
Claim
76
Dock

dock.us

2.9%

95% CI 0.89.8%

2 mentions · avg pos 22

first pick 0%

GEMINI 3.6%PERPLEXITY 3.6%
Claim
77
Stripe

stripe.com

2.9%

95% CI 0.89.8%

2 mentions · avg pos 34

first pick 50%

GEMINI 3.6%CHATGPT 14.3%
Claim
78
Crescendo.ai

crescendo.ai

Best for: AI recommends Crescendo.ai most when buyers ask which AI customer success tool is best for SaaS vs services companies (50% of those answers)

2.9%

95% CI 0.89.8%

2 mentions

first pick 0%

PERPLEXITY 7.1%
Claim
79
Dev.to

dev.to

Best for: AI recommends Dev.to most when buyers ask which AI customer success tool is best for SaaS vs services companies (33.3% of those answers)

2.9%

95% CI 0.89.8%

2 mentions

first pick 0%

PERPLEXITY 7.1%
Claim
80
Fini AI

usefini.com

Best for: AI recommends Fini AI most when buyers ask which AI customer success tool is best for SaaS vs services companies (33.3% of those answers)

2.9%

95% CI 0.89.8%

2 mentions

first pick 0%

PERPLEXITY 7.1%
Claim
81
Prezent

prezent.ai

Best for: AI recommends Prezent most when buyers ask which AI customer success tool is best for SaaS vs services companies (33.3% of those answers)

2.9%

95% CI 0.89.8%

2 mentions

first pick 0%

PERPLEXITY 7.1%
Claim
82
Chargebee

chargebee.com

1.4%

95% CI 0.37.7%

1 mentions · avg pos 1

first pick 100%

GEMINI 3.6%
Claim
83
Instantly

instantly.ai

1.4%

95% CI 0.37.7%

1 mentions · avg pos 1

first pick 100%

GEMINI 3.6%
Claim
84
Persana AI

persana.ai

1.4%

95% CI 0.37.7%

1 mentions · avg pos 1

first pick 100%

GEMINI 3.6%
Claim
85
Salesforge

salesforge.ai

1.4%

95% CI 0.37.7%

1 mentions · avg pos 1

first pick 100%

GEMINI 3.6%
Claim
86
Smartwriter.ai

smartwriter.ai

1.4%

95% CI 0.37.7%

1 mentions · avg pos 1

first pick 100%

GEMINI 3.6%
Claim
87
UserIQ

1.4%

95% CI 0.37.7%

1 mentions · avg pos 3

first pick 0%

GEMINI 3.6%
Claim
88
CustomerSuccessBox

1.4%

95% CI 0.37.7%

1 mentions · avg pos 4

first pick 0%

GEMINI 3.6%
Claim
89
SmartKarrot

1.4%

95% CI 0.37.7%

1 mentions · avg pos 5

first pick 0%

GEMINI 3.6%
Claim
90
Akkio

1.4%

95% CI 0.37.7%

1 mentions · avg pos 7

first pick 0%

GEMINI 3.6%
Claim
91
Grammarly

grammarly.com

1.4%

95% CI 0.37.7%

1 mentions · avg pos 7

first pick 0%

PERPLEXITY 3.6%
Claim
92
Anthropic Claude API

anthropic.com

1.4%

95% CI 0.37.7%

1 mentions · avg pos 8

first pick 0%

GEMINI 3.6%
Claim
93
Cohere API

cohere.com

1.4%

95% CI 0.37.7%

1 mentions · avg pos 8

first pick 0%

GEMINI 3.6%
Claim
94
Deepdots

deepdots.com

1.4%

95% CI 0.37.7%

1 mentions · avg pos 8

first pick 0%

GEMINI 3.6%
Claim
95
Averi AI

averi.ai

1.4%

95% CI 0.37.7%

1 mentions · avg pos 9

first pick 0%

GEMINI 3.6%
Claim
96
H2O.ai

h2o.ai

1.4%

95% CI 0.37.7%

1 mentions · avg pos 10

first pick 0%

GEMINI 3.6%
Claim
97
Hiver

hiverhq.com

1.4%

95% CI 0.37.7%

1 mentions · avg pos 12

first pick 0%

GEMINI 3.6%
Claim
98
Realm

realm.io

1.4%

95% CI 0.37.7%

1 mentions · avg pos 13

first pick 0%

GEMINI 3.6%
Claim
99
Shopify

shopify.com

1.4%

95% CI 0.37.7%

1 mentions · avg pos 13

first pick 0%

GEMINI 3.6%
Claim
100
Beautiful.ai

beautiful.ai

1.4%

95% CI 0.37.7%

1 mentions · avg pos 15

first pick 0%

GEMINI 3.6%
Claim

Reading the numbers: Share is a point estimate on 70 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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