AI Index / Incident management tools

Best Incident management tools

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

Updated 2026-08-02 · 84 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 weekly84 samples5 enginesmethodology

Sample: 84 AI answers · Window: Jul 5, 2026Aug 2, 2026 (4-week rolling) · trend vs prior 4 weeks (46 answers)

What is the best incident management tools?

Across 84 sampled AI answers from 5 engines, Slack is recommended most often — appearing in 84.5% of recommendations, followed by PagerDuty (71.4%) and incident.io (70.2%).

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

#ProductShareTrendEngines
1
Slack

slack.com

Best for: AI recommends Slack most when buyers ask best incident management tools for on-call engineering teams (100% of those answers)

84.5%

95% CI 75.390.7%

71 mentions · avg pos 4.5

first pick 23.9%

GROK 100%GEMINI 82.1%CHATGPT 100%CLAUDE 85.7%PERPLEXITY 78.6%
Claim
2
PagerDuty

pagerduty.com

Best for: AI recommends PagerDuty most when buyers ask best incident management tools for on-call engineering teams (100% of those answers)

71.4%

95% CI 6180%

60 mentions · avg pos 5.7

first pick 38.3%

GROK 100%GEMINI 64.3%CHATGPT 85.7%CLAUDE 85.7%PERPLEXITY 60.7%
Claim
3
incident.io

incident.io

Best for: AI recommends incident.io most when buyers ask which incident management tool has the best postmortem and runbook features (100% of those answers)

70.2%

95% CI 59.879%

59 mentions · avg pos 5.9

first pick 22%

GROK 100%GEMINI 60.7%CHATGPT 71.4%CLAUDE 57.1%PERPLEXITY 78.6%
Claim
4
Rootly

rootly.com

Best for: AI recommends Rootly most when buyers ask which incident management tool has the best postmortem and runbook features (100% of those answers)

61.9%

95% CI 51.271.6%

52 mentions · avg pos 7.6

first pick 5.8%

GROK 100%GEMINI 67.9%CHATGPT 71.4%CLAUDE 28.6%PERPLEXITY 60.7%
Claim
5
Opsgenie

atlassian.com

Best for: AI recommends Opsgenie most when buyers ask what should I use to manage on-call schedules and route alerts to the right engineer (100% of those answers)

52.4%

95% CI 41.862.7%

44 mentions · avg pos 10.1

first pick 2.3%

GROK 85.7%GEMINI 53.6%CHATGPT 57.1%CLAUDE 35.7%PERPLEXITY 50%
Claim
6
Jira

Best for: AI recommends Jira most when buyers ask best platforms for managing on-call rotations and alerting (64.3% of those answers)

45.2%

95% CI 3555.9%

38 mentions · avg pos 8.1

first pick 2.6%

GROK 57.1%GEMINI 42.9%CHATGPT 71.4%CLAUDE 42.9%PERPLEXITY 39.3%
Claim
7
Better Stack

betterstack.com

Best for: AI recommends Better Stack most when buyers ask best incident management tools for on-call engineering teams (64.3% of those answers)

38.1%

95% CI 28.448.8%

32 mentions · avg pos 9

first pick 9.4%

GROK 71.4%GEMINI 39.3%CHATGPT 42.9%CLAUDE 21.4%PERPLEXITY 35.7%
Claim
8
FireHydrant

Best for: AI recommends FireHydrant most when buyers ask which incident management tool has the best postmortem and runbook features (100% of those answers)

35.7%

95% CI 26.346.4%

30 mentions · avg pos 8.4

first pick 3.3%

GROK 71.4%GEMINI 28.6%CHATGPT 42.9%CLAUDE 14.3%PERPLEXITY 42.9%
Claim
9
Atlassian

atlassystems.com

Best for: AI recommends Atlassian most when buyers ask best incident management tools for on-call engineering teams (85.7% of those answers)

34.5%

95% CI 25.245.2%

29 mentions · avg pos 8.4

first pick 3.4%

GROK 42.9%GEMINI 32.1%CHATGPT 42.9%CLAUDE 28.6%PERPLEXITY 35.7%
Claim
10
Squadcast

squadcast.com

Best for: AI recommends Squadcast most when buyers ask affordable alternatives to expensive enterprise incident response platforms (57.1% of those answers)

33.3%

95% CI 24.243.9%

28 mentions · avg pos 8.3

first pick 7.1%

GROK 57.1%GEMINI 28.6%CHATGPT 14.3%CLAUDE 50%PERPLEXITY 28.6%
Claim
11
Splunk

splunk.com

Best for: AI recommends Splunk most when buyers ask best platforms for managing on-call rotations and alerting (85.7% of those answers)

31%

95% CI 22.141.5%

26 mentions · avg pos 7.6

first pick 0%

GROK 57.1%GEMINI 39.3%CHATGPT 42.9%CLAUDE 7.1%PERPLEXITY 25%
Claim
12
OnPage

onpage.com

Best for: AI recommends OnPage most when buyers ask best platforms for managing on-call rotations and alerting (71.4% of those answers)

27.4%

95% CI 1937.7%

23 mentions · avg pos 6.6

first pick 0%

GROK 28.6%GEMINI 35.7%CLAUDE 14.3%PERPLEXITY 32.1%
Claim
13
Prometheus

prometheus.io

Best for: AI recommends Prometheus most when buyers ask best platforms for managing on-call rotations and alerting (71.4% of those answers)

26.2%

95% CI 1836.5%

22 mentions · avg pos 6.5

first pick 4.5%

GROK 42.9%GEMINI 32.1%CHATGPT 57.1%PERPLEXITY 21.4%
Claim
14
Splunk On-Call

Best for: AI recommends Splunk On-Call most when buyers ask best platforms for managing on-call rotations and alerting (64.3% of those answers)

23.8%

95% CI 1633.9%

20 mentions · avg pos 6.5

first pick 0%

GROK 42.9%GEMINI 35.7%CHATGPT 14.3%CLAUDE 7.1%PERPLEXITY 17.9%
Claim
15
Zenduty

zenduty.com

Best for: AI recommends Zenduty most when buyers ask what should I use to manage on-call schedules and route alerts to the right engineer (57.1% of those answers)

23.8%

95% CI 1633.9%

20 mentions · avg pos 8.3

first pick 5%

GROK 57.1%GEMINI 28.6%CLAUDE 21.4%PERPLEXITY 17.9%
Claim
16
VictorOps

Best for: AI recommends VictorOps most when buyers ask best platforms for managing on-call rotations and alerting (57.1% of those answers)

20.2%

95% CI 1330%

17 mentions · avg pos 6.5

first pick 0%

GROK 28.6%GEMINI 35.7%CHATGPT 14.3%PERPLEXITY 14.3%
Claim
17
Xurrent

xurrent.com

Best for: AI recommends Xurrent most when buyers ask best platforms for managing on-call rotations and alerting (57.1% of those answers)

20.2%

95% CI 1330%

17 mentions · avg pos 8.5

first pick 5.9%

GROK 57.1%GEMINI 10.7%PERPLEXITY 35.7%
Claim
18
Datadog

datadoghq.com

Best for: AI recommends Datadog most when buyers ask best incident management tools for on-call engineering teams (35.7% of those answers)

20.2%

95% CI 1330%

17 mentions · avg pos 9.1

first pick 5.9%

GROK 28.6%GEMINI 25%CHATGPT 57.1%PERPLEXITY 14.3%
Claim
19
Jira Service Management

Best for: AI recommends Jira Service Management most when buyers ask best incident management tools for on-call engineering teams (42.9% of those answers)

20.2%

95% CI 1330%

17 mentions · avg pos 9.2

first pick 0%

GROK 28.6%GEMINI 17.9%CHATGPT 28.6%CLAUDE 7.1%PERPLEXITY 25%
Claim
20
Hyperping

hyperping.com

Best for: AI recommends Hyperping most when buyers ask what should I use to manage on-call schedules and route alerts to the right engineer (57.1% of those answers)

17.9%

95% CI 11.127.4%

15 mentions · avg pos 7.3

first pick 6.7%

GROK 28.6%GEMINI 7.1%PERPLEXITY 39.3%
Claim
21
xMatters

Best for: AI recommends xMatters most when buyers ask best platforms for managing on-call rotations and alerting (57.1% of those answers)

16.7%

95% CI 10.226.1%

14 mentions · avg pos 7.5

first pick 0%

GROK 28.6%GEMINI 28.6%CHATGPT 14.3%CLAUDE 7.1%PERPLEXITY 7.1%
Claim
22
TheHive

Best for: AI recommends TheHive most when buyers ask affordable alternatives to expensive enterprise incident response platforms (92.9% of those answers)

13.1%

95% CI 7.521.9%

11 mentions · avg pos 3.2

first pick 27.3%

GROK 14.3%GEMINI 14.3%CHATGPT 14.3%CLAUDE 7.1%PERPLEXITY 14.3%
Claim
23
Spike.sh

spike.sh

Best for: AI recommends Spike.sh most when buyers ask on-call scheduling tools vs full incident management platforms for small DevOps teams (42.9% of those answers)

13.1%

95% CI 7.521.9%

11 mentions · avg pos 6.2

first pick 9.1%

GROK 28.6%GEMINI 3.6%CLAUDE 14.3%PERPLEXITY 21.4%
Claim
24
ServiceNow

servicenow.com

Best for: AI recommends ServiceNow most when buyers ask what should I use to manage on-call schedules and route alerts to the right engineer (42.9% of those answers)

13.1%

95% CI 7.521.9%

11 mentions · avg pos 21.5

first pick 9.1%

GROK 14.3%GEMINI 14.3%CHATGPT 42.9%CLAUDE 21.4%
Claim
25
IRIS

Best for: AI recommends IRIS most when buyers ask affordable alternatives to expensive enterprise incident response platforms (71.4% of those answers)

11.9%

95% CI 6.620.5%

10 mentions · avg pos 5.1

first pick 10%

GROK 28.6%GEMINI 14.3%CHATGPT 14.3%PERPLEXITY 10.7%
Claim
26
Runframe

runframe.io

Best for: AI recommends Runframe most when buyers ask best incident management tools for on-call engineering teams (78.6% of those answers)

9.5%

95% CI 4.917.7%

8 mentions · avg pos 7.4

first pick 12.5%

GROK 28.6%GEMINI 14.3%PERPLEXITY 7.1%
Claim
27
Autopsy

Best for: AI recommends Autopsy most when buyers ask affordable alternatives to expensive enterprise incident response platforms (57.1% of those answers)

9.5%

95% CI 4.917.7%

8 mentions · avg pos 7.6

first pick 0%

GROK 14.3%GEMINI 14.3%PERPLEXITY 10.7%
Claim
28
Velociraptor

Best for: AI recommends Velociraptor most when buyers ask affordable alternatives to expensive enterprise incident response platforms (50% of those answers)

8.3%

95% CI 4.116.2%

7 mentions · avg pos 5.7

first pick 0%

GROK 14.3%GEMINI 14.3%CHATGPT 14.3%PERPLEXITY 3.6%
Claim
29
Wazuh

wazuh.com

Best for: AI recommends Wazuh most when buyers ask affordable alternatives to expensive enterprise incident response platforms (50% of those answers)

8.3%

95% CI 4.116.2%

7 mentions · avg pos 6

first pick 14.3%

GROK 14.3%GEMINI 7.1%CHATGPT 14.3%CLAUDE 7.1%PERPLEXITY 7.1%
Claim
30
Connecteam

connecteam.com

Best for: AI recommends Connecteam most when buyers ask best platforms for managing on-call rotations and alerting (35.7% of those answers)

8.3%

95% CI 4.116.2%

7 mentions · avg pos 9.5

first pick 0%

GEMINI 7.1%PERPLEXITY 17.9%
Claim
31
Cynet

cynet.com

Best for: AI recommends Cynet most when buyers ask affordable alternatives to expensive enterprise incident response platforms (50% of those answers)

8.3%

95% CI 4.116.2%

7 mentions · avg pos 14

first pick 0%

GEMINI 14.3%PERPLEXITY 10.7%
Claim
32
GRR Rapid Response

Best for: AI recommends GRR Rapid Response most when buyers ask affordable alternatives to expensive enterprise incident response platforms (42.9% of those answers)

7.1%

95% CI 3.314.7%

6 mentions · avg pos 5.2

first pick 0%

GROK 14.3%GEMINI 10.7%PERPLEXITY 7.1%
Claim
33
GoAlert

goalert.me

7.1%

95% CI 3.314.7%

6 mentions · avg pos 5.7

first pick 0%

GROK 14.3%GEMINI 3.6%CLAUDE 28.6%
Claim
34
AlertOps

alertops.com

7.1%

95% CI 3.314.7%

6 mentions · avg pos 8.3

first pick 0%

GROK 14.3%GEMINI 10.7%CLAUDE 7.1%PERPLEXITY 3.6%
Claim
35
SIGNL4

signl4.com

Best for: AI recommends SIGNL4 most when buyers ask on-call scheduling tools vs full incident management platforms for small DevOps teams (35.7% of those answers)

7.1%

95% CI 3.314.7%

6 mentions · avg pos 21

first pick 0%

GROK 14.3%GEMINI 7.1%PERPLEXITY 10.7%
Claim
36
Spike

6%

95% CI 2.613.2%

5 mentions · avg pos 7.4

first pick 0%

GROK 42.9%CLAUDE 14.3%
Claim
37
Xurrent IMR

6%

95% CI 2.613.2%

5 mentions · avg pos 11.4

first pick 20%

GROK 42.9%GEMINI 7.1%
Claim
38
SANS

sans.org

Best for: AI recommends SANS most when buyers ask affordable alternatives to expensive enterprise incident response platforms (35.7% of those answers)

4.8%

95% CI 1.911.6%

4 mentions · avg pos 6.8

first pick 0%

GROK 14.3%GEMINI 10.7%
Claim
39
DFIR-IRIS

4.8%

95% CI 1.911.6%

4 mentions · avg pos 7.8

first pick 0%

GEMINI 10.7%CHATGPT 14.3%
Claim
40
Hayabusa

4.8%

95% CI 1.911.6%

4 mentions · avg pos 8.8

first pick 0%

GROK 14.3%GEMINI 10.7%
Claim
41
Blameless

blameless.io

4.8%

95% CI 1.911.6%

4 mentions · avg pos 11.5

first pick 0%

GEMINI 3.6%CHATGPT 14.3%CLAUDE 14.3%
Claim
42
Rapid7 Insight

rapid7.com

4.8%

95% CI 1.911.6%

4 mentions · avg pos 15.3

first pick 0%

GROK 14.3%PERPLEXITY 10.7%
Claim
43
TaskCall

taskcallapp.com

4.8%

95% CI 1.911.6%

4 mentions

first pick 0%

GEMINI 3.6%PERPLEXITY 10.7%
Claim
44
Augment Code

augmentcode.com

Best for: AI recommends Augment Code most when buyers ask best incident management tools for on-call engineering teams (42.9% of those answers)

3.6%

95% CI 1.210%

3 mentions · avg pos 4

first pick 0%

GROK 14.3%PERPLEXITY 7.1%
Claim
45
ilert

ilert.com

3.6%

95% CI 1.210%

3 mentions · avg pos 4

first pick 33.3%

GROK 28.6%CLAUDE 7.1%
Claim
46
Alertmanager

3.6%

95% CI 1.210%

3 mentions · avg pos 7

first pick 0%

GROK 14.3%GEMINI 3.6%CHATGPT 14.3%
Claim
47
Graylog

graylog.org

3.6%

95% CI 1.210%

3 mentions · avg pos 9

first pick 0%

GEMINI 7.1%PERPLEXITY 3.6%
Claim
48
OSSEC

ossec.net

3.6%

95% CI 1.210%

3 mentions · avg pos 9

first pick 0%

GEMINI 10.7%
Claim
49
KAPE

3.6%

95% CI 1.210%

3 mentions · avg pos 9.7

first pick 0%

GEMINI 3.6%PERPLEXITY 7.1%
Claim
50
OpenVAS

openvas.org

3.6%

95% CI 1.210%

3 mentions · avg pos 9.7

first pick 0%

PERPLEXITY 10.7%
Claim
51
Microsoft Lists

3.6%

95% CI 1.210%

3 mentions · avg pos 12

first pick 33.3%

PERPLEXITY 10.7%
Claim
52
Torq

torq.io

3.6%

95% CI 1.210%

3 mentions · avg pos 13

first pick 0%

GROK 14.3%GEMINI 7.1%
Claim
53
Datadog Log Management

datadog.com

3.6%

95% CI 1.210%

3 mentions · avg pos 15.5

first pick 0%

GEMINI 3.6%CHATGPT 14.3%PERPLEXITY 3.6%
Claim
54
Rapid7 Insight IDR

3.6%

95% CI 1.210%

3 mentions · avg pos 15.5

first pick 0%

PERPLEXITY 10.7%
Claim
55
Cortex

cortex.io

3.6%

95% CI 1.210%

3 mentions · avg pos 28.7

first pick 0%

GROK 14.3%CHATGPT 14.3%PERPLEXITY 3.6%
Claim
56
Cortex XSOAR

paloaltonetworks.com

3.6%

95% CI 1.210%

3 mentions · avg pos 28.7

first pick 0%

GROK 14.3%CHATGPT 14.3%PERPLEXITY 3.6%
Claim
57
IRIS (DFIR-IRIS)

dfir-iris.org

2.4%

95% CI 0.78.3%

2 mentions · avg pos 1

first pick 50%

GROK 14.3%PERPLEXITY 3.6%
Claim
58
OneUptime

oneuptime.com

2.4%

95% CI 0.78.3%

2 mentions · avg pos 5.5

first pick 0%

GROK 14.3%CLAUDE 7.1%
Claim
59
Timesketch

2.4%

95% CI 0.78.3%

2 mentions · avg pos 6

first pick 0%

GROK 14.3%GEMINI 3.6%
Claim
60
SANS Investigative Forensics Toolkit (SIFT) Workstation

2.4%

95% CI 0.78.3%

2 mentions · avg pos 6.5

first pick 0%

GEMINI 7.1%
Claim
61
PagerTree

2.4%

95% CI 0.78.3%

2 mentions · avg pos 8

first pick 0%

CLAUDE 7.1%PERPLEXITY 3.6%
Claim
62
Elasticsearch

elastic.co

2.4%

95% CI 0.78.3%

2 mentions · avg pos 9

first pick 0%

GROK 14.3%GEMINI 3.6%
Claim
63
KnowBe4 PhishER

knowbe4.com

2.4%

95% CI 0.78.3%

2 mentions · avg pos 10

first pick 0%

GEMINI 3.6%PERPLEXITY 3.6%
Claim
64
SigNoz

signoz.io

2.4%

95% CI 0.78.3%

2 mentions · avg pos 11

first pick 0%

CHATGPT 14.3%PERPLEXITY 3.6%
Claim
65
Better Uptime

betteruptime.com

2.4%

95% CI 0.78.3%

2 mentions · avg pos 13

first pick 0%

GEMINI 7.1%
Claim
66
Microsoft Teams

2.4%

95% CI 0.78.3%

2 mentions · avg pos 14.5

first pick 0%

CHATGPT 14.3%CLAUDE 7.1%
Claim
67
Security Onion

securityonion.net

2.4%

95% CI 0.78.3%

2 mentions · avg pos 19.5

first pick 0%

GEMINI 3.6%CHATGPT 14.3%
Claim
68
Shuffle

2.4%

95% CI 0.78.3%

2 mentions · avg pos 19.5

first pick 0%

GEMINI 3.6%CHATGPT 14.3%
Claim
69
MISP

misp-project.org

2.4%

95% CI 0.78.3%

2 mentions · avg pos 20

first pick 50%

GROK 14.3%CHATGPT 14.3%
Claim
70
Tines

2.4%

95% CI 0.78.3%

2 mentions · avg pos 28.5

first pick 0%

GROK 14.3%CHATGPT 14.3%
Claim
71
CrowdStrike Falcon

crowdstrike.com

2.4%

95% CI 0.78.3%

2 mentions · avg pos 47

first pick 0%

GROK 14.3%CHATGPT 14.3%
Claim
72
ITOC360

itoc360.com

2.4%

95% CI 0.78.3%

2 mentions

first pick 0%

PERPLEXITY 7.1%
Claim
73
SolarWinds Observability

solarwinds.com

2.4%

95% CI 0.78.3%

2 mentions

first pick 0%

PERPLEXITY 7.1%
Claim
74
Cutover

cutover.com

1.2%

95% CI 0.26.4%

1 mentions · avg pos 5

first pick 0%

GEMINI 3.6%
Claim
75
Openduty

1.2%

95% CI 0.26.4%

1 mentions · avg pos 5

first pick 0%

CHATGPT 14.3%
Claim
76
Outlook

outlook.com

1.2%

95% CI 0.26.4%

1 mentions · avg pos 5

first pick 0%

GEMINI 3.6%
Claim
77
Microsoft

microsoft.com

1.2%

95% CI 0.26.4%

1 mentions · avg pos 6

first pick 0%

CLAUDE 7.1%
Claim
78
Instatus

instatus.com

1.2%

95% CI 0.26.4%

1 mentions · avg pos 7

first pick 0%

GEMINI 3.6%
Claim
79
SIFT Workstation

1.2%

95% CI 0.26.4%

1 mentions · avg pos 7

first pick 0%

GROK 14.3%
Claim
80
AlienVault OSSIM

alienvault.com

1.2%

95% CI 0.26.4%

1 mentions · avg pos 8

first pick 0%

GEMINI 3.6%
Claim
81
Kestra

kestra.io

1.2%

95% CI 0.26.4%

1 mentions · avg pos 8

first pick 0%

CLAUDE 7.1%
Claim
82
Plaso

1.2%

95% CI 0.26.4%

1 mentions · avg pos 8

first pick 0%

GROK 14.3%
Claim
83
SOAR

1.2%

95% CI 0.26.4%

1 mentions · avg pos 8

first pick 0%

GEMINI 3.6%
Claim
84
Dispatch

1.2%

95% CI 0.26.4%

1 mentions · avg pos 9

first pick 0%

GEMINI 3.6%
Claim
85
Elastic Stack

1.2%

95% CI 0.26.4%

1 mentions · avg pos 9

first pick 0%

GROK 14.3%
Claim
86
Sherlocks.ai

sherlocks.ai

1.2%

95% CI 0.26.4%

1 mentions · avg pos 9

first pick 0%

GROK 14.3%
Claim
87
RTIR

1.2%

95% CI 0.26.4%

1 mentions · avg pos 10

first pick 0%

GROK 14.3%
Claim
88
CATALYST

omnipress.com

1.2%

95% CI 0.26.4%

1 mentions · avg pos 11

first pick 0%

GROK 14.3%
Claim
89
Kaspersky Small Office Security

1.2%

95% CI 0.26.4%

1 mentions · avg pos 11

first pick 0%

GEMINI 3.6%
Claim
90
Freshservice

freshservice.com

1.2%

95% CI 0.26.4%

1 mentions · avg pos 12

first pick 0%

PERPLEXITY 3.6%
Claim
91
SIEM

1.2%

95% CI 0.26.4%

1 mentions · avg pos 16

first pick 0%

GEMINI 3.6%
Claim
92
Sumo Logic

sumologic.com

1.2%

95% CI 0.26.4%

1 mentions · avg pos 17

first pick 0%

GEMINI 3.6%
Claim
93
CloudWatch

1.2%

95% CI 0.26.4%

1 mentions · avg pos 21

first pick 0%

CHATGPT 14.3%
Claim
94
Linear

linear.app

1.2%

95% CI 0.26.4%

1 mentions · avg pos 52

first pick 0%

CHATGPT 14.3%
Claim
95
ASGARD Management Center

1.2%

95% CI 0.26.4%

1 mentions

first pick 0%

PERPLEXITY 3.6%
Claim
96
Dev.to

dev.to

1.2%

95% CI 0.26.4%

1 mentions

first pick 0%

PERPLEXITY 3.6%
Claim
97
Freshsuccess

freshworks.com

1.2%

95% CI 0.26.4%

1 mentions

first pick 0%

CLAUDE 7.1%
Claim
98
GuideFlow

guideflow.com

1.2%

95% CI 0.26.4%

1 mentions

first pick 0%

PERPLEXITY 3.6%
Claim
99
IBM API Connect

ibm.com

1.2%

95% CI 0.26.4%

1 mentions

first pick 0%

PERPLEXITY 3.6%
Claim
100
LogicMonitor

logicmonitor.com

1.2%

95% CI 0.26.4%

1 mentions

first pick 0%

PERPLEXITY 3.6%
Claim

Reading the numbers: Share is a point estimate on 84 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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What AI recommends in adjacent categories — same method, fresh weekly.

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