AI Index / Internal tools builders

Best Internal tools builders

What AI assistants actually recommend when buyers ask about internal tools builders — measured weekly across 3 engines, published as open data.

Updated 2026-08-01 · 49 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 weekly49 samples3 enginesmethodology

Sample: 49 AI answers · Window: Jul 4, 2026Aug 1, 2026 (4-week rolling) · trend vs prior 4 weeks (44 answers)

What is the best internal tools builders?

Across 49 sampled AI answers from 3 engines, Retool is recommended most often — appearing in 79.6% of recommendations, followed by Appsmith (73.5%) and Budibase (57.1%).

This is a measurement of share of voice across 3 AI engines — not an editorial pick. See the full ranking below.

#ProductShareTrendEngines
1
Retool

retool.com

Best for: AI recommends Retool most when buyers ask best platforms for building internal tools and admin panels (100% of those answers)

79.6%

95% CI 66.488.5%

39 mentions · avg pos 2.6

first pick 51.3%

GEMINI 81%CLAUDE 85.7%PERPLEXITY 76.2%
Claim
2
Appsmith

appsmith.com

Best for: AI recommends Appsmith most when buyers ask best platforms for building internal tools and admin panels (88.9% of those answers)

73.5%

95% CI 59.783.8%

36 mentions · avg pos 3.5

first pick 11.1%

GEMINI 76.2%CLAUDE 85.7%PERPLEXITY 66.7%
Claim
3
Budibase

budibase.com

Best for: AI recommends Budibase most when buyers ask what should I use to build an internal admin panel connected to my database (77.8% of those answers)

57.1%

95% CI 43.370%

28 mentions · avg pos 5

first pick 3.6%

GEMINI 81%CLAUDE 57.1%PERPLEXITY 33.3%
Claim
4
Softr

softr.io

Best for: AI recommends Softr most when buyers ask best platforms for building internal tools and admin panels (88.9% of those answers)

53.1%

95% CI 39.466.3%

26 mentions · avg pos 6.2

first pick 3.8%

GEMINI 52.4%CLAUDE 28.6%PERPLEXITY 61.9%
Claim
5
ToolJet

tooljet.com

Best for: AI recommends ToolJet most when buyers ask best platforms for building internal tools and admin panels (77.8% of those answers)

49%

95% CI 35.662.5%

24 mentions · avg pos 4.6

first pick 4.2%

GEMINI 57.1%CLAUDE 57.1%PERPLEXITY 38.1%
Claim
6
UI Bakery On-Premise

uibakery.io

Best for: AI recommends UI Bakery On-Premise most when buyers ask best low-code tools for building operational internal dashboards (77.8% of those answers)

36.7%

95% CI 24.750.7%

18 mentions · avg pos 3.7

first pick 0%

GEMINI 9.5%CLAUDE 42.9%PERPLEXITY 61.9%
Claim
7
WeWeb

weweb.io

Best for: AI recommends WeWeb most when buyers ask best platforms for building internal tools and admin panels (77.8% of those answers)

34.7%

95% CI 22.948.7%

17 mentions · avg pos 9.8

first pick 0%

GEMINI 28.6%CLAUDE 14.3%PERPLEXITY 47.6%
Claim
8
Airtable

airtable.com

Best for: AI recommends Airtable most when buyers ask how do I build internal ops tools for my support team without full engineering resources (66.7% of those answers)

32.7%

95% CI 21.246.6%

16 mentions · avg pos 5.2

first pick 0%

GEMINI 42.9%CLAUDE 14.3%PERPLEXITY 28.6%
Claim
9
Refine

refine.dev

Best for: AI recommends Refine most when buyers ask what should I use to build an internal admin panel connected to my database (66.7% of those answers)

28.6%

95% CI 17.842.4%

14 mentions · avg pos 9.4

first pick 0%

GEMINI 28.6%CLAUDE 14.3%PERPLEXITY 33.3%
Claim
10
Glide

glide.app

Best for: AI recommends Glide most when buyers ask best platforms for building internal tools and admin panels (55.6% of those answers)

26.5%

95% CI 16.240.3%

13 mentions · avg pos 7.8

first pick 0%

GEMINI 42.9%CLAUDE 14.3%PERPLEXITY 14.3%
Claim
11
Microsoft Power Apps

powerapps.microsoft.com

Best for: AI recommends Microsoft Power Apps most when buyers ask best low-code tools for building operational internal dashboards (55.6% of those answers)

24.5%

95% CI 14.638.1%

12 mentions · avg pos 9.4

first pick 0%

GEMINI 52.4%PERPLEXITY 4.8%
Claim
12
Superblocks

superblocks.com

Best for: AI recommends Superblocks most when buyers ask best low-code tools for building operational internal dashboards (44.4% of those answers)

22.4%

95% CI 1335.9%

11 mentions · avg pos 5.7

first pick 0%

GEMINI 14.3%CLAUDE 14.3%PERPLEXITY 33.3%
Claim
13
DronaHQ

dronahq.com

Best for: AI recommends DronaHQ most when buyers ask best platforms for building internal tools and admin panels (66.7% of those answers)

22.4%

95% CI 1335.9%

11 mentions · avg pos 9.1

first pick 0%

GEMINI 28.6%CLAUDE 14.3%PERPLEXITY 19%
Claim
14
Zapier AI

zapier.com

Best for: AI recommends Zapier AI most when buyers ask how do I build internal ops tools for my support team without full engineering resources (66.7% of those answers)

22.4%

95% CI 1335.9%

11 mentions · avg pos 10.1

first pick 0%

GEMINI 33.3%CLAUDE 28.6%PERPLEXITY 9.5%
Claim
15
Quickbase

quickbase.com

Best for: AI recommends Quickbase most when buyers ask best low-code tools for building operational internal dashboards (33.3% of those answers)

20.4%

95% CI 11.533.6%

10 mentions · avg pos 6.2

first pick 0%

GEMINI 42.9%PERPLEXITY 4.8%
Claim
16
Zoho

zoho.com

Best for: AI recommends Zoho most when buyers ask best low-code tools for building operational internal dashboards (66.7% of those answers)

20.4%

95% CI 11.533.6%

10 mentions · avg pos 7.3

first pick 0%

GEMINI 33.3%CLAUDE 14.3%PERPLEXITY 9.5%
Claim
17
Reflex

reflex.dev

Best for: AI recommends Reflex most when buyers ask developer-friendly alternatives to complex internal tooling platforms (66.7% of those answers)

20.4%

95% CI 11.533.6%

10 mentions · avg pos 12.5

first pick 0%

GEMINI 9.5%PERPLEXITY 38.1%
Claim
18
Git

git-scm.com

Best for: AI recommends Git most when buyers ask developer-friendly alternatives to complex internal tooling platforms (66.7% of those answers)

18.4%

95% CI 1031.4%

9 mentions · avg pos 4.5

first pick 0%

GEMINI 19%CLAUDE 42.9%PERPLEXITY 9.5%
Claim
19
Google Sheets

sheets.google.com

Best for: AI recommends Google Sheets most when buyers ask how do I build internal ops tools for my support team without full engineering resources (44.4% of those answers)

18.4%

95% CI 1031.4%

9 mentions · avg pos 6.9

first pick 0%

GEMINI 28.6%CLAUDE 14.3%PERPLEXITY 9.5%
Claim
20
React

react.dev

Best for: AI recommends React most when buyers ask what should I use to build an internal admin panel connected to my database (66.7% of those answers)

18.4%

95% CI 1031.4%

9 mentions · avg pos 9.8

first pick 0%

GEMINI 33.3%CLAUDE 14.3%PERPLEXITY 4.8%
Claim
21
PostgreSQL

postgresql.org

Best for: AI recommends PostgreSQL most when buyers ask what should I use to build an internal admin panel connected to my database (77.8% of those answers)

16.3%

95% CI 8.529%

8 mentions · avg pos 3.6

first pick 37.5%

GEMINI 14.3%CLAUDE 28.6%PERPLEXITY 14.3%
Claim
22
UI Bakery

Best for: AI recommends UI Bakery most when buyers ask best low-code tools for building operational internal dashboards (33.3% of those answers)

16.3%

95% CI 8.529%

8 mentions · avg pos 5.1

first pick 0%

GEMINI 38.1%
Claim
23
Baserow

baserow.io

Best for: AI recommends Baserow most when buyers ask how do I build internal ops tools for my support team without full engineering resources (55.6% of those answers)

16.3%

95% CI 8.529%

8 mentions · avg pos 6.3

first pick 0%

GEMINI 14.3%PERPLEXITY 23.8%
Claim
24
Vue

Best for: AI recommends Vue most when buyers ask what should I use to build an internal admin panel connected to my database (66.7% of those answers)

16.3%

95% CI 8.529%

8 mentions · avg pos 13.9

first pick 0%

GEMINI 33.3%CLAUDE 14.3%
Claim
25
Zendo

zite.com

Best for: AI recommends Zendo most when buyers ask which internal tools builder is best for teams that need custom workflows and approvals (44.4% of those answers)

16.3%

95% CI 8.529%

8 mentions

first pick 0%

PERPLEXITY 38.1%
Claim
26
Django

djangoproject.com

Best for: AI recommends Django most when buyers ask what should I use to build an internal admin panel connected to my database (66.7% of those answers)

14.3%

95% CI 7.126.7%

7 mentions · avg pos 13.6

first pick 0%

GEMINI 23.8%PERPLEXITY 9.5%
Claim
27
Laravel

laravel.com

Best for: AI recommends Laravel most when buyers ask what should I use to build an internal admin panel connected to my database (66.7% of those answers)

14.3%

95% CI 7.126.7%

7 mentions · avg pos 14.3

first pick 0%

GEMINI 23.8%PERPLEXITY 9.5%
Claim
28
ViaSocket

viasocket.com

Best for: AI recommends ViaSocket most when buyers ask best low-code tools for building operational internal dashboards (33.3% of those answers)

14.3%

95% CI 7.126.7%

7 mentions

first pick 0%

PERPLEXITY 33.3%
Claim
29
Vybe

vybe.build

12.2%

95% CI 5.724.2%

6 mentions · avg pos 2

first pick 0%

PERPLEXITY 28.6%
Claim
30
Jet Admin

jetadmin.io

Best for: AI recommends Jet Admin most when buyers ask what should I use to build an internal admin panel connected to my database (55.6% of those answers)

12.2%

95% CI 5.724.2%

6 mentions · avg pos 6.8

first pick 0%

GEMINI 14.3%PERPLEXITY 14.3%
Claim
31
Blaze

blaze.tech

Best for: AI recommends Blaze most when buyers ask developer-friendly alternatives to complex internal tooling platforms (44.4% of those answers)

12.2%

95% CI 5.724.2%

6 mentions · avg pos 8.5

first pick 0%

GEMINI 14.3%PERPLEXITY 14.3%
Claim
32
OutSystems

outsystems.com

Best for: AI recommends OutSystems most when buyers ask best low-code tools for building operational internal dashboards (55.6% of those answers)

12.2%

95% CI 5.724.2%

6 mentions · avg pos 9.5

first pick 0%

GEMINI 23.8%PERPLEXITY 4.8%
Claim
33
Make

make.com

Best for: AI recommends Make most when buyers ask how do I build internal ops tools for my support team without full engineering resources (44.4% of those answers)

12.2%

95% CI 5.724.2%

6 mentions · avg pos 11.4

first pick 0%

GEMINI 19%CLAUDE 14.3%PERPLEXITY 4.8%
Claim
34
Next.js

nextjs.org

Best for: AI recommends Next.js most when buyers ask what should I use to build an internal admin panel connected to my database (55.6% of those answers)

12.2%

95% CI 5.724.2%

6 mentions · avg pos 13.8

first pick 0%

GEMINI 14.3%PERPLEXITY 14.3%
Claim
35
Angular

angular.io

Best for: AI recommends Angular most when buyers ask best platforms for building internal tools and admin panels (44.4% of those answers)

12.2%

95% CI 5.724.2%

6 mentions · avg pos 15.2

first pick 0%

GEMINI 28.6%
Claim
36
Bootstrap

getbootstrap.com

Best for: AI recommends Bootstrap most when buyers ask what should I use to build an internal admin panel connected to my database (44.4% of those answers)

12.2%

95% CI 5.724.2%

6 mentions · avg pos 15.8

first pick 0%

GEMINI 28.6%
Claim
37
MongoDB

mongodb.com

Best for: AI recommends MongoDB most when buyers ask what should I use to build an internal admin panel connected to my database (55.6% of those answers)

10.2%

95% CI 4.421.8%

5 mentions · avg pos 1.3

first pick 60%

GEMINI 14.3%CLAUDE 14.3%PERPLEXITY 4.8%
Claim
38
MySQL

mysql.com

Best for: AI recommends MySQL most when buyers ask what should I use to build an internal admin panel connected to my database (55.6% of those answers)

10.2%

95% CI 4.421.8%

5 mentions · avg pos 4

first pick 40%

GEMINI 9.5%CLAUDE 28.6%PERPLEXITY 4.8%
Claim
39
Forest Admin

forestadmin.com

Best for: AI recommends Forest Admin most when buyers ask what should I use to build an internal admin panel connected to my database (33.3% of those answers)

10.2%

95% CI 4.421.8%

5 mentions · avg pos 7

first pick 0%

GEMINI 4.8%PERPLEXITY 19%
Claim
40
Slack

slack.com

Best for: AI recommends Slack most when buyers ask how do I build internal ops tools for my support team without full engineering resources (55.6% of those answers)

10.2%

95% CI 4.421.8%

5 mentions · avg pos 8.3

first pick 0%

CLAUDE 28.6%PERPLEXITY 14.3%
Claim
41
Vue.js

vuejs.org

Best for: AI recommends Vue.js most when buyers ask what should I use to build an internal admin panel connected to my database (44.4% of those answers)

10.2%

95% CI 4.421.8%

5 mentions · avg pos 11.8

first pick 0%

GEMINI 19%CLAUDE 14.3%
Claim
42
Django Admin

Best for: AI recommends Django Admin most when buyers ask what should I use to build an internal admin panel connected to my database (66.7% of those answers)

10.2%

95% CI 4.421.8%

5 mentions · avg pos 12.2

first pick 0%

GEMINI 14.3%PERPLEXITY 9.5%
Claim
43
Laravel Nova

Best for: AI recommends Laravel Nova most when buyers ask what should I use to build an internal admin panel connected to my database (55.6% of those answers)

10.2%

95% CI 4.421.8%

5 mentions · avg pos 14

first pick 0%

GEMINI 19%PERPLEXITY 4.8%
Claim
44
Kissflow

kissflow.com

Best for: AI recommends Kissflow most when buyers ask best low-code tools for building operational internal dashboards (44.4% of those answers)

8.2%

95% CI 3.219.2%

4 mentions · avg pos 4

first pick 25%

GEMINI 9.5%PERPLEXITY 9.5%
Claim
45
Notion

notion.so

Best for: AI recommends Notion most when buyers ask how do I build internal ops tools for my support team without full engineering resources (55.6% of those answers)

8.2%

95% CI 3.219.2%

4 mentions · avg pos 5.8

first pick 0%

GEMINI 14.3%CLAUDE 14.3%
Claim
46
Port

Best for: AI recommends Port most when buyers ask developer-friendly alternatives to complex internal tooling platforms (44.4% of those answers)

8.2%

95% CI 3.219.2%

4 mentions · avg pos 6.7

first pick 25%

GEMINI 4.8%CLAUDE 14.3%PERPLEXITY 9.5%
Claim
47
AppSheet

Best for: AI recommends AppSheet most when buyers ask best platforms for building internal tools and admin panels (33.3% of those answers)

8.2%

95% CI 3.219.2%

4 mentions · avg pos 7.5

first pick 0%

GEMINI 19%
Claim
48
Bubble

bubble.io

8.2%

95% CI 3.219.2%

4 mentions · avg pos 8.5

first pick 0%

GEMINI 19%
Claim
49
Mendix

mendix.com

Best for: AI recommends Mendix most when buyers ask best low-code tools for building operational internal dashboards (33.3% of those answers)

8.2%

95% CI 3.219.2%

4 mentions · avg pos 10

first pick 0%

GEMINI 19%
Claim
50
Stackby

stackby.com

Best for: AI recommends Stackby most when buyers ask which internal tools builder is best for teams that need custom workflows and approvals (33.3% of those answers)

8.2%

95% CI 3.219.2%

4 mentions

first pick 0%

PERPLEXITY 19%
Claim
51
Windmill

windmill.dev

Best for: AI recommends Windmill most when buyers ask developer-friendly alternatives to complex internal tooling platforms (33.3% of those answers)

6.1%

95% CI 2.116.5%

3 mentions · avg pos 2.7

first pick 33.3%

PERPLEXITY 14.3%
Claim
52
Google AppSheet

appsheet.com

6.1%

95% CI 2.116.5%

3 mentions · avg pos 6.3

first pick 0%

GEMINI 14.3%
Claim
53
Adalo

adalo.com

Best for: AI recommends Adalo most when buyers ask which internal tools builder is best for teams that need custom workflows and approvals (33.3% of those answers)

6.1%

95% CI 2.116.5%

3 mentions · avg pos 7

first pick 0%

GEMINI 14.3%
Claim
54
Zite

zite.io

6.1%

95% CI 2.116.5%

3 mentions · avg pos 7.3

first pick 33.3%

GEMINI 14.3%
Claim
55
Backstage

Best for: AI recommends Backstage most when buyers ask developer-friendly alternatives to complex internal tooling platforms (33.3% of those answers)

6.1%

95% CI 2.116.5%

3 mentions · avg pos 7.5

first pick 0%

GEMINI 4.8%CLAUDE 14.3%PERPLEXITY 4.8%
Claim
56
Noloco

noloco.io

Best for: AI recommends Noloco most when buyers ask low-code internal tools builders vs custom-built internal tools for engineering teams (44.4% of those answers)

6.1%

95% CI 2.116.5%

3 mentions · avg pos 11

first pick 0%

GEMINI 4.8%PERPLEXITY 9.5%
Claim
57
AdminJS

Best for: AI recommends AdminJS most when buyers ask what should I use to build an internal admin panel connected to my database (33.3% of those answers)

6.1%

95% CI 2.116.5%

3 mentions · avg pos 11.3

first pick 0%

GEMINI 14.3%
Claim
58
Integromat

integromat.com

Best for: AI recommends Integromat most when buyers ask how do I build internal ops tools for my support team without full engineering resources (44.4% of those answers)

6.1%

95% CI 2.116.5%

3 mentions · avg pos 11.3

first pick 0%

GEMINI 9.5%CLAUDE 14.3%
Claim
59
Node.js

nodejs.org

Best for: AI recommends Node.js most when buyers ask what should I use to build an internal admin panel connected to my database (55.6% of those answers)

6.1%

95% CI 2.116.5%

3 mentions · avg pos 11.3

first pick 0%

GEMINI 14.3%
Claim
60
Rails

rubyonrails.org

Best for: AI recommends Rails most when buyers ask what should I use to build an internal admin panel connected to my database (33.3% of those answers)

6.1%

95% CI 2.116.5%

3 mentions · avg pos 14

first pick 0%

GEMINI 9.5%PERPLEXITY 4.8%
Claim
61
Humanitec

Best for: AI recommends Humanitec most when buyers ask developer-friendly alternatives to complex internal tooling platforms (33.3% of those answers)

6.1%

95% CI 2.116.5%

3 mentions · avg pos 17

first pick 0%

GEMINI 9.5%PERPLEXITY 4.8%
Claim
62
AdminLTE

adminlte.io

Best for: AI recommends AdminLTE most when buyers ask what should I use to build an internal admin panel connected to my database (33.3% of those answers)

6.1%

95% CI 2.116.5%

3 mentions · avg pos 19.7

first pick 0%

GEMINI 14.3%
Claim
63
Dev.to

dev.to

6.1%

95% CI 2.116.5%

3 mentions

first pick 0%

PERPLEXITY 14.3%
Claim
64
MindStudio

mindstudio.ai

Best for: AI recommends MindStudio most when buyers ask how do I build internal ops tools for my support team without full engineering resources (33.3% of those answers)

6.1%

95% CI 2.116.5%

3 mentions

first pick 0%

PERPLEXITY 14.3%
Claim
65
Docker

docker.com

4.1%

95% CI 1.113.7%

2 mentions · avg pos 3

first pick 0%

GEMINI 4.8%CLAUDE 14.3%
Claim
66
Supabase

supabase.com

Best for: AI recommends Supabase most when buyers ask what should I use to build an internal admin panel connected to my database (44.4% of those answers)

4.1%

95% CI 1.113.7%

2 mentions · avg pos 7

first pick 0%

GEMINI 4.8%PERPLEXITY 4.8%
Claim
67
Glide AI Agent

glideapps.com

4.1%

95% CI 1.113.7%

2 mentions · avg pos 10

first pick 0%

GEMINI 9.5%
Claim
68
Northflank

northflank.com

Best for: AI recommends Northflank most when buyers ask developer-friendly alternatives to complex internal tooling platforms (33.3% of those answers)

4.1%

95% CI 1.113.7%

2 mentions · avg pos 10.5

first pick 0%

GEMINI 4.8%CLAUDE 14.3%
Claim
69
n8n

n8n.io

4.1%

95% CI 1.113.7%

2 mentions · avg pos 11

first pick 0%

GEMINI 4.8%CLAUDE 14.3%
Claim
70
Airplane

airplane.dev

4.1%

95% CI 1.113.7%

2 mentions · avg pos 13

first pick 0%

GEMINI 4.8%CLAUDE 14.3%
Claim
71
Internal.io

internal.io

4.1%

95% CI 1.113.7%

2 mentions · avg pos 13

first pick 0%

GEMINI 4.8%CLAUDE 14.3%
Claim
72
Blazor

4.1%

95% CI 1.113.7%

2 mentions · avg pos 18

first pick 0%

GEMINI 9.5%
Claim
73
F6S

f6s.com

4.1%

95% CI 1.113.7%

2 mentions

first pick 0%

PERPLEXITY 9.5%
Claim
74
Lovable.dev

lovable.dev

4.1%

95% CI 1.113.7%

2 mentions

first pick 0%

PERPLEXITY 9.5%
Claim
75
Smartsheet

smartsheet.com

2%

95% CI 0.410.7%

1 mentions · avg pos 1

first pick 100%

GEMINI 4.8%
Claim
76
ProcessMaker

2%

95% CI 0.410.7%

1 mentions · avg pos 2

first pick 0%

GEMINI 4.8%
Claim
77
Wrike

wrike.com

2%

95% CI 0.410.7%

1 mentions · avg pos 2

first pick 0%

GEMINI 4.8%
Claim
78
Nintex

2%

95% CI 0.410.7%

1 mentions · avg pos 3

first pick 0%

GEMINI 4.8%
Claim
79
Roadie

roadie.io

2%

95% CI 0.410.7%

1 mentions · avg pos 4

first pick 0%

CLAUDE 14.3%
Claim
80
NocoDB

nocodb.com

2%

95% CI 0.410.7%

1 mentions · avg pos 6

first pick 0%

PERPLEXITY 4.8%
Claim
81
Agentforce

salesforce.com

2%

95% CI 0.410.7%

1 mentions · avg pos 7

first pick 0%

GEMINI 4.8%
Claim
82
React Admin

marmelab.com

2%

95% CI 0.410.7%

1 mentions · avg pos 7

first pick 0%

GEMINI 4.8%
Claim
83
Plasmic

plasmic.app

2%

95% CI 0.410.7%

1 mentions · avg pos 8

first pick 0%

GEMINI 4.8%
Claim
84
Ruby on Rails

Best for: AI recommends Ruby on Rails most when buyers ask what should I use to build an internal admin panel connected to my database (33.3% of those answers)

2%

95% CI 0.410.7%

1 mentions · avg pos 8

first pick 0%

PERPLEXITY 4.8%
Claim
85
Stacker

stackerhq.com

2%

95% CI 0.410.7%

1 mentions · avg pos 8

first pick 0%

GEMINI 4.8%
Claim
86
Microsoft

microsoft.com

2%

95% CI 0.410.7%

1 mentions · avg pos 9

first pick 0%

GEMINI 4.8%
Claim
87
Vuetify

vuetifyjs.com

2%

95% CI 0.410.7%

1 mentions · avg pos 15

first pick 0%

GEMINI 4.8%
Claim
88
Angular ngx-admin

2%

95% CI 0.410.7%

1 mentions · avg pos 17

first pick 0%

GEMINI 4.8%
Claim
89
Zendesk

zendesk.com

2%

95% CI 0.410.7%

1 mentions · avg pos 17

first pick 0%

GEMINI 4.8%
Claim
90
Remix

2%

95% CI 0.410.7%

1 mentions · avg pos 18

first pick 0%

GEMINI 4.8%
Claim
91
Material UI

mui.com

2%

95% CI 0.410.7%

1 mentions · avg pos 19

first pick 0%

GEMINI 4.8%
Claim
92
ASP.NET

asp.net

2%

95% CI 0.410.7%

1 mentions · avg pos 21

first pick 0%

GEMINI 4.8%
Claim
93
Postman

postman.com

2%

95% CI 0.410.7%

1 mentions · avg pos 24

first pick 0%

GEMINI 4.8%
Claim
94
Strapi

strapi.io

2%

95% CI 0.410.7%

1 mentions · avg pos 26

first pick 0%

GEMINI 4.8%
Claim
95
ContactMonkey

contactmonkey.com

2%

95% CI 0.410.7%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim
96
Fillout

fillout.com

2%

95% CI 0.410.7%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim
97
Forge

2%

95% CI 0.410.7%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim
98
Gain

gainhq.com

2%

95% CI 0.410.7%

1 mentions

first pick 0%

GEMINI 4.8%
Claim
99
Gumloop

gumloop.com

2%

95% CI 0.410.7%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim
100
Hostinger

hostinger.com

2%

95% CI 0.410.7%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim

Reading the numbers: Share is a point estimate on 49 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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