AI Index / Low-code backend platforms

Best Low-code backend platforms

What AI assistants actually recommend when buyers ask about low-code backend platforms — measured weekly across 5 engines, published as open data.

Updated 2026-08-01 · 58 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 weekly58 samples5 enginesmethodology

Sample: 58 AI answers · Window: Jul 4, 2026Aug 1, 2026 (4-week rolling) · trend vs prior 4 weeks (44 answers)

What is the best low-code backend platforms?

Across 58 sampled AI answers from 5 engines, Supabase is recommended most often — appearing in 77.6% of recommendations, followed by PostgreSQL (56.9%) and GraphQL (53.4%).

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

#ProductShareTrendEngines
1
Supabase

supabase.com

Best for: AI recommends Supabase most when buyers ask open-source alternatives to managed backend-as-a-service platforms (100% of those answers)

77.6%

95% CI 65.386.4%

45 mentions · avg pos 3.2

first pick 37.8%

GROK 100%GEMINI 76.2%CHATGPT 100%CLAUDE 71.4%PERPLEXITY 71.4%
Claim
2
PostgreSQL

postgresql.org

Best for: AI recommends PostgreSQL most when buyers ask open-source alternatives to managed backend-as-a-service platforms (100% of those answers)

56.9%

95% CI 44.168.8%

33 mentions · avg pos 4

first pick 15.2%

GROK 83.3%GEMINI 57.1%CHATGPT 100%CLAUDE 42.9%PERPLEXITY 47.6%
Claim
3
GraphQL

graphql.org

Best for: AI recommends GraphQL most when buyers ask open-source alternatives to managed backend-as-a-service platforms (100% of those answers)

53.4%

95% CI 40.865.7%

31 mentions · avg pos 6.5

first pick 9.7%

GROK 100%GEMINI 61.9%CHATGPT 66.7%CLAUDE 57.1%PERPLEXITY 28.6%
Claim
4
AppWrite

appwrite.io

Best for: AI recommends AppWrite most when buyers ask open-source alternatives to managed backend-as-a-service platforms (100% of those answers)

48.3%

95% CI 35.960.8%

28 mentions · avg pos 5.7

first pick 10.7%

GROK 50%GEMINI 52.4%CHATGPT 66.7%CLAUDE 57.1%PERPLEXITY 38.1%
Claim
5
Xano

xano.com

Best for: AI recommends Xano most when buyers ask best low-code backend platforms for building APIs and databases visually (90.9% of those answers)

37.9%

95% CI 26.650.8%

22 mentions · avg pos 6.4

first pick 18.2%

GROK 50%GEMINI 33.3%CHATGPT 33.3%CLAUDE 42.9%PERPLEXITY 38.1%
Claim
6
TypeScript

typescriptlang.org

Best for: AI recommends TypeScript most when buyers ask which BaaS platform is best for real-time apps with live data sync (80% of those answers)

32.8%

95% CI 22.145.6%

19 mentions · avg pos 7.9

first pick 5.3%

GROK 66.7%GEMINI 23.8%CHATGPT 33.3%CLAUDE 42.9%PERPLEXITY 28.6%
Claim
7
Backendless

backendless.com

Best for: AI recommends Backendless most when buyers ask best low-code backend platforms for building APIs and databases visually (72.7% of those answers)

31%

95% CI 20.643.8%

18 mentions · avg pos 6.8

first pick 5.6%

GROK 50%GEMINI 42.9%CHATGPT 33.3%CLAUDE 28.6%PERPLEXITY 14.3%
Claim
8
Convex

convex.dev

Best for: AI recommends Convex most when buyers ask which BaaS platform is best for real-time apps with live data sync (80% of those answers)

29.3%

95% CI 19.242%

17 mentions · avg pos 5.1

first pick 5.9%

GROK 33.3%GEMINI 28.6%CLAUDE 57.1%PERPLEXITY 23.8%
Claim
9
Parse

Best for: AI recommends Parse most when buyers ask open-source alternatives to managed backend-as-a-service platforms (90.9% of those answers)

29.3%

95% CI 19.242%

17 mentions · avg pos 5.5

first pick 0%

GROK 16.7%GEMINI 47.6%CHATGPT 33.3%PERPLEXITY 23.8%
Claim
10
PocketBase

pocketbase.io

Best for: AI recommends PocketBase most when buyers ask open-source alternatives to managed backend-as-a-service platforms (90.9% of those answers)

29.3%

95% CI 19.242%

17 mentions · avg pos 6.4

first pick 0%

GROK 50%GEMINI 19%CHATGPT 33.3%CLAUDE 57.1%PERPLEXITY 23.8%
Claim
11
AWS Amplify

Best for: AI recommends AWS Amplify most when buyers ask best backend-as-a-service tools for front-end developers (77.8% of those answers)

29.3%

95% CI 19.242%

17 mentions · avg pos 8.9

first pick 0%

GROK 33.3%GEMINI 47.6%CHATGPT 66.7%CLAUDE 14.3%PERPLEXITY 9.5%
Claim
12
Firebase

firebase.google.com

Best for: AI recommends Firebase most when buyers ask how do I add authentication, database, and APIs to my app quickly (80% of those answers)

22.4%

95% CI 13.634.7%

13 mentions · avg pos 3.6

first pick 30.8%

GROK 16.7%GEMINI 28.6%PERPLEXITY 28.6%
Claim
13
React

react.dev

Best for: AI recommends React most when buyers ask how do I add authentication, database, and APIs to my app quickly (80% of those answers)

22.4%

95% CI 13.634.7%

13 mentions · avg pos 7.5

first pick 0%

GROK 33.3%GEMINI 14.3%CHATGPT 33.3%CLAUDE 14.3%PERPLEXITY 28.6%
Claim
14
Back4App

back4app.com

Best for: AI recommends Back4App most when buyers ask open-source alternatives to managed backend-as-a-service platforms (45.5% of those answers)

20.7%

95% CI 12.332.8%

12 mentions · avg pos 6.8

first pick 8.3%

GROK 33.3%GEMINI 38.1%PERPLEXITY 9.5%
Claim
15
Airtable

airtable.com

Best for: AI recommends Airtable most when buyers ask what should I use to build a backend for my app without dedicated back-end engineers (54.5% of those answers)

20.7%

95% CI 12.332.8%

12 mentions · avg pos 10.6

first pick 0%

GROK 16.7%GEMINI 19%CHATGPT 33.3%PERPLEXITY 28.6%
Claim
16
Hasura

hasura.io

Best for: AI recommends Hasura most when buyers ask open-source alternatives to managed backend-as-a-service platforms (81.8% of those answers)

20.7%

95% CI 12.332.8%

12 mentions · avg pos 15.7

first pick 0%

GROK 16.7%GEMINI 14.3%CHATGPT 66.7%CLAUDE 42.9%PERPLEXITY 14.3%
Claim
17
NHost

nhost.io

Best for: AI recommends NHost most when buyers ask open-source alternatives to managed backend-as-a-service platforms (81.8% of those answers)

19%

95% CI 10.930.9%

11 mentions · avg pos 4.4

first pick 0%

GROK 16.7%GEMINI 23.8%CLAUDE 28.6%PERPLEXITY 14.3%
Claim
18
Next.js

nextjs.org

Best for: AI recommends Next.js most when buyers ask how do I add authentication, database, and APIs to my app quickly (80% of those answers)

19%

95% CI 10.930.9%

11 mentions · avg pos 11.9

first pick 0%

GROK 33.3%GEMINI 9.5%CHATGPT 33.3%CLAUDE 14.3%PERPLEXITY 23.8%
Claim
19
Parse Server

Best for: AI recommends Parse Server most when buyers ask open-source alternatives to managed backend-as-a-service platforms (81.8% of those answers)

17.2%

95% CI 9.628.9%

10 mentions · avg pos 5.1

first pick 0%

GROK 16.7%GEMINI 14.3%CHATGPT 33.3%PERPLEXITY 23.8%
Claim
20
Directus

directus.io

Best for: AI recommends Directus most when buyers ask open-source alternatives to managed backend-as-a-service platforms (81.8% of those answers)

17.2%

95% CI 9.628.9%

10 mentions · avg pos 13.6

first pick 10%

GROK 16.7%GEMINI 14.3%CHATGPT 66.7%CLAUDE 14.3%PERPLEXITY 14.3%
Claim
21
Bubble

bubble.io

Best for: AI recommends Bubble most when buyers ask best low-code backend platforms for building APIs and databases visually (45.5% of those answers)

17.2%

95% CI 9.628.9%

10 mentions · avg pos 13.6

first pick 0%

GROK 50%GEMINI 23.8%CHATGPT 33.3%PERPLEXITY 4.8%
Claim
22
Baserow

baserow.io

Best for: AI recommends Baserow most when buyers ask best low-code backend platforms for building APIs and databases visually (72.7% of those answers)

15.5%

95% CI 8.426.9%

9 mentions · avg pos 8.2

first pick 0%

GROK 33.3%GEMINI 14.3%CHATGPT 33.3%PERPLEXITY 14.3%
Claim
23
Node.js

nodejs.org

Best for: AI recommends Node.js most when buyers ask open-source alternatives to managed backend-as-a-service platforms (45.5% of those answers)

13.8%

95% CI 7.224.9%

8 mentions · avg pos 8.6

first pick 12.5%

GROK 33.3%GEMINI 14.3%CHATGPT 33.3%PERPLEXITY 9.5%
Claim
24
Docker

docker.com

Best for: AI recommends Docker most when buyers ask open-source alternatives to managed backend-as-a-service platforms (63.6% of those answers)

13.8%

95% CI 7.224.9%

8 mentions · avg pos 10.2

first pick 12.5%

GROK 33.3%GEMINI 9.5%CHATGPT 33.3%CLAUDE 14.3%PERPLEXITY 9.5%
Claim
25
Vercel

vercel.com

Best for: AI recommends Vercel most when buyers ask best backend-as-a-service tools for front-end developers (33.3% of those answers)

12.1%

95% CI 622.9%

7 mentions · avg pos 19

first pick 0%

GROK 33.3%GEMINI 4.8%CHATGPT 33.3%PERPLEXITY 14.3%
Claim
26
WeWeb

weweb.io

Best for: AI recommends WeWeb most when buyers ask low-code backend platforms vs traditional cloud infrastructure for startups (50% of those answers)

10.3%

95% CI 4.820.8%

6 mentions · avg pos 12.3

first pick 0%

GROK 33.3%CHATGPT 33.3%PERPLEXITY 14.3%
Claim
27
BuildShip

Best for: AI recommends BuildShip most when buyers ask best low-code backend platforms for building APIs and databases visually (45.5% of those answers)

8.6%

95% CI 3.718.6%

5 mentions · avg pos 3.5

first pick 0%

PERPLEXITY 23.8%
Claim
28
Vue

Best for: AI recommends Vue most when buyers ask best backend-as-a-service tools for front-end developers (44.4% of those answers)

8.6%

95% CI 3.718.6%

5 mentions · avg pos 5.2

first pick 0%

GEMINI 4.8%CHATGPT 33.3%PERPLEXITY 14.3%
Claim
29
Flutter

flutter.dev

Best for: AI recommends Flutter most when buyers ask how do I add authentication, database, and APIs to my app quickly (30% of those answers)

8.6%

95% CI 3.718.6%

5 mentions · avg pos 8

first pick 0%

GROK 33.3%CLAUDE 14.3%PERPLEXITY 9.5%
Claim
30
Clerk

Best for: AI recommends Clerk most when buyers ask how do I add authentication, database, and APIs to my app quickly (50% of those answers)

8.6%

95% CI 3.718.6%

5 mentions · avg pos 14.4

first pick 0%

GROK 16.7%GEMINI 9.5%CHATGPT 33.3%CLAUDE 14.3%
Claim
31
Auth0

auth0.com

Best for: AI recommends Auth0 most when buyers ask how do I add authentication, database, and APIs to my app quickly (60% of those answers)

6.9%

95% CI 2.716.4%

4 mentions · avg pos 5.5

first pick 0%

GEMINI 9.5%CLAUDE 14.3%PERPLEXITY 4.8%
Claim
32
Parse Platform

parseplatform.org

6.9%

95% CI 2.716.4%

4 mentions · avg pos 7

first pick 0%

GROK 16.7%GEMINI 14.3%
Claim
33
AWS

aws.amazon.com

6.9%

95% CI 2.716.4%

4 mentions · avg pos 8.5

first pick 0%

GEMINI 19%
Claim
34
OutSystems

outsystems.com

Best for: AI recommends OutSystems most when buyers ask best low-code backend platforms for building APIs and databases visually (45.5% of those answers)

6.9%

95% CI 2.716.4%

4 mentions · avg pos 9.5

first pick 25%

GROK 16.7%GEMINI 14.3%
Claim
35
SashiDo

sashido.io

Best for: AI recommends SashiDo most when buyers ask best backend-as-a-service tools for front-end developers (33.3% of those answers)

6.9%

95% CI 2.716.4%

4 mentions · avg pos 12

first pick 0%

GROK 16.7%PERPLEXITY 14.3%
Claim
36
Retool

retool.com

6.9%

95% CI 2.716.4%

4 mentions · avg pos 12.7

first pick 0%

GROK 16.7%GEMINI 14.3%
Claim
37
FlutterFlow

6.9%

95% CI 2.716.4%

4 mentions · avg pos 16

first pick 0%

GROK 33.3%GEMINI 4.8%CHATGPT 33.3%
Claim
38
Kubernetes

kubernetes.io

6.9%

95% CI 2.716.4%

4 mentions · avg pos 16.5

first pick 0%

GROK 16.7%CHATGPT 33.3%CLAUDE 14.3%PERPLEXITY 4.8%
Claim
39
Oracle AI

oracle.com

Best for: AI recommends Oracle AI most when buyers ask best low-code backend platforms for building APIs and databases visually (36.4% of those answers)

5.2%

95% CI 1.814.1%

3 mentions · avg pos 3.5

first pick 0%

GEMINI 9.5%PERPLEXITY 4.8%
Claim
40
Angular

angular.io

Best for: AI recommends Angular most when buyers ask best backend-as-a-service tools for front-end developers (33.3% of those answers)

5.2%

95% CI 1.814.1%

3 mentions · avg pos 4.5

first pick 0%

PERPLEXITY 14.3%
Claim
41
Mendix

mendix.com

Best for: AI recommends Mendix most when buyers ask best low-code backend platforms for building APIs and databases visually (36.4% of those answers)

5.2%

95% CI 1.814.1%

3 mentions · avg pos 5

first pick 0%

GEMINI 14.3%
Claim
42
Knack

knack.com

5.2%

95% CI 1.814.1%

3 mentions · avg pos 5.5

first pick 0%

PERPLEXITY 14.3%
Claim
43
Kuzzle

kuzzle.io

Best for: AI recommends Kuzzle most when buyers ask open-source alternatives to managed backend-as-a-service platforms (36.4% of those answers)

5.2%

95% CI 1.814.1%

3 mentions · avg pos 5.5

first pick 0%

GROK 16.7%GEMINI 4.8%CLAUDE 14.3%
Claim
44
Realm

realm.io

5.2%

95% CI 1.814.1%

3 mentions · avg pos 7

first pick 0%

GEMINI 14.3%
Claim
45
Logto

blog.logto.io

Best for: AI recommends Logto most when buyers ask how do I add authentication, database, and APIs to my app quickly (30% of those answers)

5.2%

95% CI 1.814.1%

3 mentions · avg pos 7.3

first pick 0%

GEMINI 4.8%PERPLEXITY 9.5%
Claim
46
Strapi

strapi.io

5.2%

95% CI 1.814.1%

3 mentions · avg pos 8

first pick 33.3%

GROK 16.7%GEMINI 4.8%CLAUDE 14.3%
Claim
47
Django

djangoproject.com

5.2%

95% CI 1.814.1%

3 mentions · avg pos 8.5

first pick 0%

GROK 16.7%PERPLEXITY 9.5%
Claim
48
Make

make.com

Best for: AI recommends Make most when buyers ask low-code backend platforms vs traditional cloud infrastructure for startups (30% of those answers)

5.2%

95% CI 1.814.1%

3 mentions · avg pos 8.7

first pick 0%

GROK 16.7%GEMINI 9.5%
Claim
49
NocoDB

nocodb.com

5.2%

95% CI 1.814.1%

3 mentions · avg pos 13.7

first pick 0%

GROK 16.7%GEMINI 4.8%CHATGPT 33.3%
Claim
50
PlanetScale

planetscale.com

Best for: AI recommends PlanetScale most when buyers ask how do I add authentication, database, and APIs to my app quickly (30% of those answers)

5.2%

95% CI 1.814.1%

3 mentions · avg pos 17.7

first pick 0%

GROK 33.3%CLAUDE 14.3%
Claim
51
Dev.to

dev.to

Best for: AI recommends Dev.to most when buyers ask which BaaS platform is best for real-time apps with live data sync (40% of those answers)

5.2%

95% CI 1.814.1%

3 mentions

first pick 0%

PERPLEXITY 14.3%
Claim
52
F6S

f6s.com

Best for: AI recommends F6S most when buyers ask low-code backend platforms vs traditional cloud infrastructure for startups (30% of those answers)

5.2%

95% CI 1.814.1%

3 mentions

first pick 0%

PERPLEXITY 14.3%
Claim
53
Azure API Management

azure.microsoft.com

3.4%

95% CI 111.7%

2 mentions · avg pos 2

first pick 0%

GEMINI 4.8%PERPLEXITY 4.8%
Claim
54
Microsoft Power Apps

powerapps.microsoft.com

3.4%

95% CI 111.7%

2 mentions · avg pos 5

first pick 0%

GEMINI 9.5%
Claim
55
Manifest

3.4%

95% CI 111.7%

2 mentions · avg pos 5.5

first pick 0%

GROK 16.7%PERPLEXITY 4.8%
Claim
56
MongoDB

mongodb.com

Best for: AI recommends MongoDB most when buyers ask how do I add authentication, database, and APIs to my app quickly (40% of those answers)

3.4%

95% CI 111.7%

2 mentions · avg pos 6

first pick 0%

GEMINI 4.8%CLAUDE 14.3%
Claim
57
Appian

appian.com

3.4%

95% CI 111.7%

2 mentions · avg pos 7

first pick 0%

GEMINI 9.5%
Claim
58
Authgear

authgear.com

3.4%

95% CI 111.7%

2 mentions · avg pos 10

first pick 0%

GEMINI 4.8%PERPLEXITY 4.8%
Claim
59
MySQL

mysql.com

Best for: AI recommends MySQL most when buyers ask how do I add authentication, database, and APIs to my app quickly (30% of those answers)

3.4%

95% CI 111.7%

2 mentions · avg pos 11

first pick 0%

GEMINI 4.8%CLAUDE 14.3%
Claim
60
NextAuth.js

Best for: AI recommends NextAuth.js most when buyers ask how do I add authentication, database, and APIs to my app quickly (30% of those answers)

3.4%

95% CI 111.7%

2 mentions · avg pos 12.5

first pick 0%

GROK 16.7%CLAUDE 14.3%
Claim
61
Neon

neon.tech

3.4%

95% CI 111.7%

2 mentions · avg pos 14.5

first pick 0%

GROK 16.7%CLAUDE 14.3%
Claim
62
UI Bakery On-Premise

uibakery.io

3.4%

95% CI 111.7%

2 mentions · avg pos 14.5

first pick 0%

GROK 33.3%
Claim
63
Auth.js

3.4%

95% CI 111.7%

2 mentions · avg pos 19

first pick 0%

GROK 16.7%PERPLEXITY 4.8%
Claim
64
Appsmith

appsmith.com

3.4%

95% CI 111.7%

2 mentions · avg pos 20

first pick 0%

GROK 16.7%GEMINI 4.8%
Claim
65
Stripe

stripe.com

3.4%

95% CI 111.7%

2 mentions · avg pos 20.5

first pick 0%

GROK 16.7%CHATGPT 33.3%
Claim
66
Zapier AI

zapier.com

3.4%

95% CI 111.7%

2 mentions · avg pos 24

first pick 0%

GROK 16.7%GEMINI 4.8%
Claim
67
Netlify

netlify.com

3.4%

95% CI 111.7%

2 mentions · avg pos 26.5

first pick 0%

GROK 16.7%GEMINI 4.8%
Claim
68
FastAPI

fastapi.tiangolo.com

3.4%

95% CI 111.7%

2 mentions · avg pos 34

first pick 0%

GROK 16.7%CHATGPT 33.3%
Claim
69
NestJS

nestjs.com

3.4%

95% CI 111.7%

2 mentions · avg pos 35.5

first pick 0%

GROK 16.7%CHATGPT 33.3%
Claim
70
IBM API Connect

ibm.com

1.7%

95% CI 0.39.1%

1 mentions · avg pos 2

first pick 0%

GROK 16.7%
Claim
71
Nakama

heroiclabs.com

1.7%

95% CI 0.39.1%

1 mentions · avg pos 7

first pick 0%

GROK 16.7%
Claim
72
TrailBase

1.7%

95% CI 0.39.1%

1 mentions · avg pos 9

first pick 0%

GROK 16.7%
Claim
73
bknd

1.7%

95% CI 0.39.1%

1 mentions · avg pos 9

first pick 0%

GROK 16.7%
Claim
74
Blaze

blaze.tech

1.7%

95% CI 0.39.1%

1 mentions · avg pos 11

first pick 0%

GROK 16.7%
Claim
75
Node/Express

1.7%

95% CI 0.39.1%

1 mentions · avg pos 12

first pick 0%

PERPLEXITY 4.8%
Claim
76
Contentful

contentful.com

1.7%

95% CI 0.39.1%

1 mentions · avg pos 13

first pick 0%

GEMINI 4.8%
Claim
77
Couchbase

couchbase.com

1.7%

95% CI 0.39.1%

1 mentions · avg pos 13

first pick 0%

GEMINI 4.8%
Claim
78
Python/Django

1.7%

95% CI 0.39.1%

1 mentions · avg pos 14

first pick 0%

PERPLEXITY 4.8%
Claim
79
Prisma

prisma.io

1.7%

95% CI 0.39.1%

1 mentions · avg pos 16

first pick 0%

GROK 16.7%
Claim
80
Caspio

caspio.com

1.7%

95% CI 0.39.1%

1 mentions · avg pos 17

first pick 0%

GROK 16.7%
Claim
81
PubNub

pubnub.com

1.7%

95% CI 0.39.1%

1 mentions · avg pos 18

first pick 0%

GROK 16.7%
Claim
82
tRPC

1.7%

95% CI 0.39.1%

1 mentions · avg pos 18

first pick 0%

GROK 16.7%
Claim
83
Hono

hono.dev

1.7%

95% CI 0.39.1%

1 mentions · avg pos 24

first pick 0%

GROK 16.7%
Claim
84
Railway

railway.app

1.7%

95% CI 0.39.1%

1 mentions · avg pos 27

first pick 0%

CHATGPT 33.3%
Claim
85
Render

render.com

1.7%

95% CI 0.39.1%

1 mentions · avg pos 28

first pick 0%

CHATGPT 33.3%
Claim
86
AppSheet

1.7%

95% CI 0.39.1%

1 mentions · avg pos 29

first pick 0%

GEMINI 4.8%
Claim
87
Fly.io

fly.io

1.7%

95% CI 0.39.1%

1 mentions · avg pos 29

first pick 0%

CHATGPT 33.3%
Claim
88
Glide

glide.app

1.7%

95% CI 0.39.1%

1 mentions · avg pos 29

first pick 0%

GEMINI 4.8%
Claim
89
Softr

softr.io

1.7%

95% CI 0.39.1%

1 mentions · avg pos 29

first pick 0%

GEMINI 4.8%
Claim
90
8base

8base.com

1.7%

95% CI 0.39.1%

1 mentions

first pick 0%

GEMINI 4.8%
Claim
91
Apigee

cloud.google.com

1.7%

95% CI 0.39.1%

1 mentions

first pick 0%

GEMINI 4.8%
Claim
92
AppSumo

appsumo.com

1.7%

95% CI 0.39.1%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim
93
Azure SQL Serverless

learn.microsoft.com

Best for: AI recommends Azure SQL Serverless most when buyers ask how do I add authentication, database, and APIs to my app quickly (30% of those answers)

1.7%

95% CI 0.39.1%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim
94
Elestio

elest.io

1.7%

95% CI 0.39.1%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim
95
GuideFlow

guideflow.com

1.7%

95% CI 0.39.1%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim
96
Integrate.io

integrate.io

Best for: AI recommends Integrate.io most when buyers ask low-code backend platforms vs traditional cloud infrastructure for startups (30% of those answers)

1.7%

95% CI 0.39.1%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim
97
Makerkit

makerkit.dev

1.7%

95% CI 0.39.1%

1 mentions

first pick 0%

GROK 16.7%
Claim
98
MindStudio

mindstudio.ai

Best for: AI recommends MindStudio most when buyers ask how do I add authentication, database, and APIs to my app quickly (30% of those answers)

1.7%

95% CI 0.39.1%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim
99
NocoBase

nocobase.com

1.7%

95% CI 0.39.1%

1 mentions

first pick 0%

GROK 16.7%
Claim
100
Python

python.org

1.7%

95% CI 0.39.1%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim

Reading the numbers: Share is a point estimate on 58 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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