AI Index / Open-source chatbot builders

Best Open-source chatbot builders

What AI assistants actually recommend when buyers ask about open-source chatbot builders — measured weekly across 5 engines, published as open data.

Updated 2026-08-02 · 77 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 weekly77 samples5 enginesmethodology

Sample: 77 AI answers · Window: Jul 5, 2026Aug 2, 2026 (4-week rolling) · trend vs prior 4 weeks (21 answers)

What is the best open-source chatbot builders?

Across 77 sampled AI answers from 5 engines, Rasa is recommended most often — appearing in 79.2% of recommendations, followed by Botpress (67.5%) and Chatwoot (45.5%).

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

#ProductShareTrendEngines
1
Rasa

rasa.com

Best for: AI recommends Rasa most when buyers ask best open-source chatbot builder I can self-host for customer support automation (100% of those answers)

79.2%

95% CI 68.986.8%

61 mentions · avg pos 3.3

first pick 44.3%

GROK 85.7%GEMINI 82.1%CHATGPT 71.4%CLAUDE 57.1%PERPLEXITY 82.1%
Claim
2
Botpress

botpress.com

Best for: AI recommends Botpress most when buyers ask open-source chatbot alternatives to expensive hosted AI chat and bot platforms (100% of those answers)

67.5%

95% CI 56.576.9%

52 mentions · avg pos 4.7

first pick 1.9%

GROK 85.7%GEMINI 78.6%CHATGPT 71.4%CLAUDE 57.1%PERPLEXITY 53.6%
Claim
3
Chatwoot

chatwoot.com

Best for: AI recommends Chatwoot most when buyers ask best open-source chatbot builder I can self-host for customer support automation (92.3% of those answers)

45.5%

95% CI 34.856.5%

35 mentions · avg pos 5.8

first pick 25.7%

GROK 42.9%GEMINI 42.9%CHATGPT 14.3%CLAUDE 57.1%PERPLEXITY 53.6%
Claim
4
LibreChat

Best for: AI recommends LibreChat most when buyers ask open-source chatbot alternatives to expensive hosted AI chat and bot platforms (92.3% of those answers)

45.5%

95% CI 34.856.5%

35 mentions · avg pos 6.3

first pick 2.9%

GROK 57.1%GEMINI 67.9%CHATGPT 14.3%CLAUDE 57.1%PERPLEXITY 25%
Claim
5
Docker

docker.com

Best for: AI recommends Docker most when buyers ask how do I deploy a self-hosted chatbot that integrates with my CRM and support tools (100% of those answers)

45.5%

95% CI 34.856.5%

35 mentions · avg pos 6.3

first pick 11.4%

GROK 100%GEMINI 60.7%CHATGPT 28.6%CLAUDE 28.6%PERPLEXITY 25%
Claim
6
Ollama

ollama.com

Best for: AI recommends Ollama most when buyers ask how do I deploy a self-hosted chatbot that integrates with my CRM and support tools (46.2% of those answers)

33.8%

95% CI 24.244.9%

26 mentions · avg pos 7.6

first pick 19.2%

GROK 100%GEMINI 14.3%CHATGPT 85.7%CLAUDE 57.1%PERPLEXITY 17.9%
Claim
7
Open WebUI

Best for: AI recommends Open WebUI most when buyers ask open-source chatbot alternatives to expensive hosted AI chat and bot platforms (84.6% of those answers)

32.5%

95% CI 23.143.5%

25 mentions · avg pos 9.5

first pick 8%

GROK 85.7%GEMINI 25%CHATGPT 28.6%CLAUDE 42.9%PERPLEXITY 25%
Claim
8
Flowise

Best for: AI recommends Flowise most when buyers ask open-source self-hosted chatbot builders for developers vs no-code bot builders for marketers — which to choose (84.6% of those answers)

29.9%

95% CI 20.840.8%

23 mentions · avg pos 8.8

first pick 0%

GROK 28.6%GEMINI 21.4%CHATGPT 42.9%CLAUDE 14.3%PERPLEXITY 39.3%
Claim
9
Kubernetes

kubernetes.io

Best for: AI recommends Kubernetes most when buyers ask how do I deploy a self-hosted chatbot that integrates with my CRM and support tools (92.3% of those answers)

28.6%

95% CI 19.739.5%

22 mentions · avg pos 16.1

first pick 9.1%

GROK 71.4%GEMINI 21.4%CHATGPT 71.4%CLAUDE 14.3%PERPLEXITY 17.9%
Claim
10
Slack

slack.com

Best for: AI recommends Slack most when buyers ask best self-hosted conversational AI platform for building multi-channel chatbots (61.5% of those answers)

27.3%

95% CI 18.638.1%

21 mentions · avg pos 8.1

first pick 14.3%

GROK 42.9%GEMINI 21.4%CHATGPT 71.4%PERPLEXITY 25%
Claim
11
Microsoft Bot Framework

dev.botframework.com

Best for: AI recommends Microsoft Bot Framework most when buyers ask open-source chatbot alternatives to expensive hosted AI chat and bot platforms (76.9% of those answers)

26%

95% CI 17.536.7%

20 mentions · avg pos 7.5

first pick 5%

GROK 14.3%GEMINI 42.9%CHATGPT 14.3%CLAUDE 28.6%PERPLEXITY 14.3%
Claim
12
Typebot

Best for: AI recommends Typebot most when buyers ask best open-source chatbot builder I can self-host for customer support automation (61.5% of those answers)

26%

95% CI 17.536.7%

20 mentions · avg pos 11.3

first pick 0%

GROK 28.6%GEMINI 25%CHATGPT 42.9%CLAUDE 14.3%PERPLEXITY 25%
Claim
13
Tock

Best for: AI recommends Tock most when buyers ask what open-source bot framework should I use to build a customer-facing AI assistant without sending conversations to third parties (46.2% of those answers)

24.7%

95% CI 16.435.4%

19 mentions · avg pos 4.6

first pick 0%

GROK 14.3%GEMINI 42.9%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 14.3%
Claim
14
LangChain

langchain.com

Best for: AI recommends LangChain most when buyers ask how do I deploy a self-hosted chatbot that integrates with my CRM and support tools (46.2% of those answers)

23.4%

95% CI 15.334%

18 mentions · avg pos 9.7

first pick 0%

GROK 57.1%GEMINI 14.3%CHATGPT 28.6%CLAUDE 28.6%PERPLEXITY 21.4%
Claim
15
Intercom

intercom.com

Best for: AI recommends Intercom most when buyers ask how do I deploy a self-hosted chatbot that integrates with my CRM and support tools (53.8% of those answers)

23.4%

95% CI 15.334%

18 mentions · avg pos 11.8

first pick 16.7%

GROK 14.3%GEMINI 25%CHATGPT 28.6%CLAUDE 42.9%PERPLEXITY 17.9%
Claim
16
Zendesk

zendesk.com

Best for: AI recommends Zendesk most when buyers ask how do I deploy a self-hosted chatbot that integrates with my CRM and support tools (76.9% of those answers)

23.4%

95% CI 15.334%

18 mentions · avg pos 13.8

first pick 11.1%

GROK 28.6%GEMINI 17.9%CHATGPT 28.6%CLAUDE 42.9%PERPLEXITY 21.4%
Claim
17
AnythingLLM

Best for: AI recommends AnythingLLM most when buyers ask open-source chatbot alternatives to expensive hosted AI chat and bot platforms (38.5% of those answers)

20.8%

95% CI 13.231.1%

16 mentions · avg pos 7.1

first pick 0%

GROK 57.1%GEMINI 32.1%CLAUDE 14.3%PERPLEXITY 7.1%
Claim
18
Llama

Best for: AI recommends Llama most when buyers ask how do I deploy a self-hosted chatbot that integrates with my CRM and support tools (38.5% of those answers)

20.8%

95% CI 13.231.1%

16 mentions · avg pos 8.2

first pick 18.8%

GROK 42.9%GEMINI 10.7%CHATGPT 71.4%CLAUDE 28.6%PERPLEXITY 10.7%
Claim
19
PostgreSQL

postgresql.org

Best for: AI recommends PostgreSQL most when buyers ask how do I deploy a self-hosted chatbot that integrates with my CRM and support tools (46.2% of those answers)

20.8%

95% CI 13.231.1%

16 mentions · avg pos 17.3

first pick 0%

GROK 28.6%GEMINI 21.4%CHATGPT 85.7%CLAUDE 14.3%PERPLEXITY 3.6%
Claim
20
Mistral

mistral.ai

Best for: AI recommends Mistral most when buyers ask open-source chatbot alternatives to expensive hosted AI chat and bot platforms (38.5% of those answers)

18.2%

95% CI 11.228.2%

14 mentions · avg pos 9

first pick 14.3%

GROK 42.9%GEMINI 7.1%CHATGPT 57.1%CLAUDE 28.6%PERPLEXITY 10.7%
Claim
21
vLLM

Best for: AI recommends vLLM most when buyers ask self-hosted chatbot for a fintech app that needs to keep conversation data on-premise (38.5% of those answers)

16.9%

95% CI 10.126.8%

13 mentions · avg pos 11.2

first pick 15.4%

GROK 42.9%CHATGPT 85.7%CLAUDE 28.6%PERPLEXITY 7.1%
Claim
22
Salesforce

Best for: AI recommends Salesforce most when buyers ask how do I deploy a self-hosted chatbot that integrates with my CRM and support tools (92.3% of those answers)

15.6%

95% CI 9.125.3%

12 mentions · avg pos 11.4

first pick 0%

GROK 14.3%GEMINI 14.3%CHATGPT 28.6%CLAUDE 14.3%PERPLEXITY 14.3%
Claim
23
Make

make.com

Best for: AI recommends Make most when buyers ask how do I deploy a self-hosted chatbot that integrates with my CRM and support tools (38.5% of those answers)

15.6%

95% CI 9.125.3%

12 mentions · avg pos 17

first pick 0%

GROK 14.3%GEMINI 21.4%CHATGPT 28.6%CLAUDE 28.6%PERPLEXITY 3.6%
Claim
24
HubSpot CRM

hubspot.com

Best for: AI recommends HubSpot CRM most when buyers ask how do I deploy a self-hosted chatbot that integrates with my CRM and support tools (92.3% of those answers)

15.6%

95% CI 9.125.3%

12 mentions

first pick 0%

GROK 28.6%GEMINI 14.3%CHATGPT 28.6%PERPLEXITY 14.3%
Claim
25
OpenAssistantGPT

openassistantgpt.io

Best for: AI recommends OpenAssistantGPT most when buyers ask best open-source chatbot builder I can self-host for customer support automation (53.8% of those answers)

14.3%

95% CI 8.223.8%

11 mentions · avg pos 5.7

first pick 9.1%

GROK 42.9%GEMINI 7.1%PERPLEXITY 21.4%
Claim
26
DeepPavlov

Best for: AI recommends DeepPavlov most when buyers ask open-source chatbot alternatives to expensive hosted AI chat and bot platforms (46.2% of those answers)

14.3%

95% CI 8.223.8%

11 mentions · avg pos 7.2

first pick 0%

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

Best for: AI recommends Dify most when buyers ask best self-hosted conversational AI platform for building multi-channel chatbots (46.2% of those answers)

14.3%

95% CI 8.223.8%

11 mentions · avg pos 8

first pick 0%

GROK 42.9%GEMINI 7.1%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 14.3%
Claim
28
pgvector

Best for: AI recommends pgvector most when buyers ask self-hosted chatbot for a fintech app that needs to keep conversation data on-premise (30.8% of those answers)

14.3%

95% CI 8.223.8%

11 mentions · avg pos 15.2

first pick 0%

GROK 42.9%GEMINI 3.6%CHATGPT 71.4%CLAUDE 14.3%PERPLEXITY 3.6%
Claim
29
Weaviate

weaviate.io

Best for: AI recommends Weaviate most when buyers ask self-hosted chatbot for a fintech app that needs to keep conversation data on-premise (30.8% of those answers)

14.3%

95% CI 8.223.8%

11 mentions · avg pos 16.2

first pick 0%

GROK 42.9%CHATGPT 71.4%CLAUDE 14.3%PERPLEXITY 7.1%
Claim
30
Qdrant

qdrant.tech

Best for: AI recommends Qdrant most when buyers ask self-hosted chatbot for a fintech app that needs to keep conversation data on-premise (30.8% of those answers)

14.3%

95% CI 8.223.8%

11 mentions · avg pos 20.9

first pick 0%

GROK 28.6%CHATGPT 85.7%CLAUDE 28.6%PERPLEXITY 3.6%
Claim
31
Qwen

Best for: AI recommends Qwen most when buyers ask self-hosted chatbot for a fintech app that needs to keep conversation data on-premise (30.8% of those answers)

11.7%

95% CI 6.320.7%

9 mentions · avg pos 9.8

first pick 11.1%

GROK 28.6%CHATGPT 57.1%CLAUDE 28.6%PERPLEXITY 3.6%
Claim
32
Jan

Best for: AI recommends Jan most when buyers ask open-source chatbot alternatives to expensive hosted AI chat and bot platforms (69.2% of those answers)

11.7%

95% CI 6.320.7%

9 mentions · avg pos 11.7

first pick 0%

GROK 14.3%GEMINI 10.7%CLAUDE 14.3%PERPLEXITY 14.3%
Claim
33
eesel AI

eesel.ai

Best for: AI recommends eesel AI most when buyers ask open-source chatbot alternatives to expensive hosted AI chat and bot platforms (53.8% of those answers)

10.4%

95% CI 5.419.2%

8 mentions · avg pos 9.3

first pick 0%

GROK 28.6%CHATGPT 14.3%PERPLEXITY 17.9%
Claim
34
LangGraph

Best for: AI recommends LangGraph most when buyers ask best self-hosted conversational AI platform for building multi-channel chatbots (30.8% of those answers)

10.4%

95% CI 5.419.2%

8 mentions · avg pos 12

first pick 0%

GROK 14.3%GEMINI 7.1%CHATGPT 28.6%PERPLEXITY 10.7%
Claim
35
Botkit

botkit.ai

Best for: AI recommends Botkit most when buyers ask open-source chatbot alternatives to expensive hosted AI chat and bot platforms (30.8% of those answers)

9.1%

95% CI 4.517.6%

7 mentions · avg pos 8.4

first pick 0%

GROK 14.3%GEMINI 10.7%PERPLEXITY 10.7%
Claim
36
Zapier AI

zapier.com

Best for: AI recommends Zapier AI most when buyers ask how do I deploy a self-hosted chatbot that integrates with my CRM and support tools (53.8% of those answers)

9.1%

95% CI 4.517.6%

7 mentions · avg pos 12.6

first pick 0%

GROK 14.3%GEMINI 10.7%PERPLEXITY 10.7%
Claim
37
n8n

n8n.io

9.1%

95% CI 4.517.6%

7 mentions · avg pos 21.3

first pick 0%

GROK 14.3%GEMINI 3.6%CHATGPT 42.9%PERPLEXITY 7.1%
Claim
38
GPT4All

Best for: AI recommends GPT4All most when buyers ask open-source chatbot alternatives to expensive hosted AI chat and bot platforms (46.2% of those answers)

7.8%

95% CI 3.616%

6 mentions · avg pos 8

first pick 0%

GROK 14.3%GEMINI 3.6%PERPLEXITY 14.3%
Claim
39
Unique

unique.ai

Best for: AI recommends Unique most when buyers ask open-source self-hosted chatbot builders for developers vs no-code bot builders for marketers — which to choose (30.8% of those answers)

7.8%

95% CI 3.616%

6 mentions · avg pos 14

first pick 0%

GROK 14.3%GEMINI 17.9%
Claim
40
Fastio

fast.io

Best for: AI recommends Fastio most when buyers ask best self-hosted conversational AI platform for building multi-channel chatbots (46.2% of those answers)

7.8%

95% CI 3.616%

6 mentions

first pick 0%

PERPLEXITY 21.4%
Claim
41
React

react.dev

6.5%

95% CI 2.814.3%

5 mentions · avg pos 9.8

first pick 0%

GROK 28.6%GEMINI 7.1%CHATGPT 14.3%
Claim
42
Milvus

milvus.io

Best for: AI recommends Milvus most when buyers ask self-hosted chatbot for a fintech app that needs to keep conversation data on-premise (30.8% of those answers)

6.5%

95% CI 2.814.3%

5 mentions · avg pos 17

first pick 0%

GROK 14.3%CHATGPT 28.6%CLAUDE 14.3%PERPLEXITY 3.6%
Claim
43
Prometheus

prometheus.io

6.5%

95% CI 2.814.3%

5 mentions · avg pos 47.2

first pick 0%

GROK 28.6%CHATGPT 42.9%
Claim
44
Boei

boei.help

Best for: AI recommends Boei most when buyers ask best open-source chatbot builder I can self-host for customer support automation (30.8% of those answers)

5.2%

95% CI 212.6%

4 mentions · avg pos 4

first pick 0%

GROK 14.3%PERPLEXITY 10.7%
Claim
45
Ethora

5.2%

95% CI 212.6%

4 mentions · avg pos 9

first pick 0%

GROK 14.3%GEMINI 3.6%PERPLEXITY 7.1%
Claim
46
Zoho

zoho.com

Best for: AI recommends Zoho most when buyers ask how do I deploy a self-hosted chatbot that integrates with my CRM and support tools (30.8% of those answers)

5.2%

95% CI 212.6%

4 mentions · avg pos 9.3

first pick 0%

GEMINI 10.7%CLAUDE 14.3%
Claim
47
Wit.ai

wit.ai

5.2%

95% CI 212.6%

4 mentions · avg pos 10.3

first pick 0%

GEMINI 10.7%PERPLEXITY 3.6%
Claim
48
Apache Hop

apache.org

5.2%

95% CI 212.6%

4 mentions · avg pos 12

first pick 0%

GROK 42.9%CLAUDE 14.3%
Claim
49
Onyx

onyx.app

5.2%

95% CI 212.6%

4 mentions · avg pos 16.3

first pick 0%

GROK 14.3%GEMINI 7.1%PERPLEXITY 3.6%
Claim
50
Redis

redis.io

5.2%

95% CI 212.6%

4 mentions · avg pos 22

first pick 0%

GROK 14.3%GEMINI 7.1%CHATGPT 14.3%
Claim
51
Strapi

strapi.io

Best for: AI recommends Strapi most when buyers ask open-source self-hosted chatbot builders for developers vs no-code bot builders for marketers — which to choose (38.5% of those answers)

5.2%

95% CI 212.6%

4 mentions

first pick 0%

PERPLEXITY 14.3%
Claim
52
Budibase

budibase.com

Best for: AI recommends Budibase most when buyers ask open-source chatbot alternatives to expensive hosted AI chat and bot platforms (38.5% of those answers)

3.9%

95% CI 1.310.8%

3 mentions · avg pos 5

first pick 0%

GROK 14.3%PERPLEXITY 7.1%
Claim
53
OpenDialog

opendialog.ai

3.9%

95% CI 1.310.8%

3 mentions · avg pos 8.3

first pick 0%

GEMINI 3.6%CHATGPT 28.6%
Claim
54
Hexabot

3.9%

95% CI 1.310.8%

3 mentions · avg pos 9

first pick 0%

GROK 14.3%PERPLEXITY 7.1%
Claim
55
Haystack

3.9%

95% CI 1.310.8%

3 mentions · avg pos 10

first pick 0%

GROK 14.3%GEMINI 3.6%CLAUDE 14.3%
Claim
56
Voiceflow

voiceflow.com

Best for: AI recommends Voiceflow most when buyers ask open-source self-hosted chatbot builders for developers vs no-code bot builders for marketers — which to choose (38.5% of those answers)

3.9%

95% CI 1.310.8%

3 mentions · avg pos 11

first pick 0%

GROK 28.6%GEMINI 3.6%
Claim
57
OpenAlternative

openalternative.co

Best for: AI recommends OpenAlternative most when buyers ask open-source chatbot alternatives to expensive hosted AI chat and bot platforms (30.8% of those answers)

3.9%

95% CI 1.310.8%

3 mentions · avg pos 19

first pick 0%

CHATGPT 28.6%PERPLEXITY 3.6%
Claim
58
Freshdesk

freshdesk.com

Best for: AI recommends Freshdesk most when buyers ask how do I deploy a self-hosted chatbot that integrates with my CRM and support tools (38.5% of those answers)

3.9%

95% CI 1.310.8%

3 mentions · avg pos 19.7

first pick 0%

GEMINI 3.6%CHATGPT 14.3%CLAUDE 14.3%
Claim
59
Chatbase

3.9%

95% CI 1.310.8%

3 mentions · avg pos 21.3

first pick 0%

GEMINI 3.6%CHATGPT 14.3%PERPLEXITY 3.6%
Claim
60
Landbot

landbot.io

Best for: AI recommends Landbot most when buyers ask open-source self-hosted chatbot builders for developers vs no-code bot builders for marketers — which to choose (53.8% of those answers)

3.9%

95% CI 1.310.8%

3 mentions · avg pos 26

first pick 0%

GROK 14.3%GEMINI 7.1%
Claim
61
ManyChat

manychat.com

Best for: AI recommends ManyChat most when buyers ask open-source self-hosted chatbot builders for developers vs no-code bot builders for marketers — which to choose (61.5% of those answers)

3.9%

95% CI 1.310.8%

3 mentions · avg pos 26.5

first pick 0%

GROK 14.3%GEMINI 7.1%
Claim
62
Tidio AI

tidio.com

Best for: AI recommends Tidio AI most when buyers ask open-source self-hosted chatbot builders for developers vs no-code bot builders for marketers — which to choose (46.2% of those answers)

3.9%

95% CI 1.310.8%

3 mentions · avg pos 28.7

first pick 0%

GROK 14.3%GEMINI 7.1%
Claim
63
ServiceNow

servicenow.com

3.9%

95% CI 1.310.8%

3 mentions · avg pos 30.3

first pick 0%

GROK 14.3%CHATGPT 14.3%PERPLEXITY 3.6%
Claim
64
FastAPI

fastapi.tiangolo.com

3.9%

95% CI 1.310.8%

3 mentions · avg pos 37

first pick 0%

GROK 14.3%CHATGPT 28.6%
Claim
65
Phi-4

2.6%

95% CI 0.79%

2 mentions · avg pos 1

first pick 50%

GROK 14.3%CLAUDE 14.3%
Claim
66
Llama 4

2.6%

95% CI 0.79%

2 mentions · avg pos 2

first pick 0%

GROK 28.6%
Claim
67
UI Bakery On-Premise self-hosted chat

docs.uibakery.io

2.6%

95% CI 0.79%

2 mentions · avg pos 2

first pick 0%

PERPLEXITY 7.1%
Claim
68
DigitalOcean

digitalocean.com

2.6%

95% CI 0.79%

2 mentions · avg pos 3

first pick 0%

GEMINI 3.6%PERPLEXITY 3.6%
Claim
69
Tock Studio

doc.tock.ai

2.6%

95% CI 0.79%

2 mentions · avg pos 3

first pick 0%

GEMINI 7.1%
Claim
70
LobeChat

2.6%

95% CI 0.79%

2 mentions · avg pos 3.5

first pick 0%

GROK 14.3%CLAUDE 14.3%
Claim
71
Llama 3.1

2.6%

95% CI 0.79%

2 mentions · avg pos 4

first pick 50%

GROK 14.3%CLAUDE 14.3%
Claim
72
DeepSeek

deepseek.com

2.6%

95% CI 0.79%

2 mentions · avg pos 4.5

first pick 0%

GROK 28.6%
Claim
73
LocalAI

2.6%

95% CI 0.79%

2 mentions · avg pos 5.5

first pick 50%

GROK 28.6%
Claim
74
OpenClaw

2.6%

95% CI 0.79%

2 mentions · avg pos 6.5

first pick 0%

GEMINI 7.1%
Claim
75
Pinecone

pinecone.io

2.6%

95% CI 0.79%

2 mentions · avg pos 6.5

first pick 0%

PERPLEXITY 7.1%
Claim
76
Chroma

trychroma.com

2.6%

95% CI 0.79%

2 mentions · avg pos 9.5

first pick 0%

GROK 28.6%
Claim
77
Claudia Bot Builder

2.6%

95% CI 0.79%

2 mentions · avg pos 11

first pick 0%

GEMINI 7.1%
Claim
78
Golem

2.6%

95% CI 0.79%

2 mentions · avg pos 11.5

first pick 0%

GEMINI 7.1%
Claim
79
Integromat

integromat.com

2.6%

95% CI 0.79%

2 mentions · avg pos 21

first pick 0%

GEMINI 7.1%
Claim
80
PrivateGPT

2.6%

95% CI 0.79%

2 mentions · avg pos 32

first pick 0%

GROK 14.3%PERPLEXITY 3.6%
Claim
81
NGINX

nginx.org

2.6%

95% CI 0.79%

2 mentions · avg pos 55.5

first pick 0%

GEMINI 3.6%CHATGPT 14.3%
Claim
82
Chat Fuel

chatfuel.com

Best for: AI recommends Chat Fuel most when buyers ask open-source self-hosted chatbot builders for developers vs no-code bot builders for marketers — which to choose (38.5% of those answers)

2.6%

95% CI 0.79%

2 mentions

first pick 0%

GROK 14.3%GEMINI 3.6%
Claim
83
DataCamp

datacamp.com

2.6%

95% CI 0.79%

2 mentions

first pick 0%

PERPLEXITY 7.1%
Claim
84
F6S

f6s.com

2.6%

95% CI 0.79%

2 mentions

first pick 0%

PERPLEXITY 7.1%
Claim
85
FlowiseAI

flowiseai.com

2.6%

95% CI 0.79%

2 mentions

first pick 0%

GEMINI 3.6%PERPLEXITY 3.6%
Claim
86
Pieces for Developers

pieces.app

2.6%

95% CI 0.79%

2 mentions

first pick 0%

PERPLEXITY 7.1%
Claim
87
SourceForge

sourceforge.net

2.6%

95% CI 0.79%

2 mentions

first pick 0%

PERPLEXITY 7.1%
Claim
88
ThinkAutomation

thinkautomation.com

2.6%

95% CI 0.79%

2 mentions

first pick 0%

PERPLEXITY 7.1%
Claim
89
getagent.chat

getagent.chat

2.6%

95% CI 0.79%

2 mentions

first pick 0%

PERPLEXITY 7.1%
Claim
90
UI Bakery On-Premise

uibakery.io

1.3%

95% CI 0.27%

1 mentions · avg pos 2

first pick 0%

PERPLEXITY 3.6%
Claim
91
Instaclustr

instaclustr.com

1.3%

95% CI 0.27%

1 mentions · avg pos 3

first pick 0%

GROK 14.3%
Claim
92
Microsoft

microsoft.com

1.3%

95% CI 0.27%

1 mentions · avg pos 3

first pick 0%

GEMINI 3.6%
Claim
93
H2oGPT

1.3%

95% CI 0.27%

1 mentions · avg pos 7

first pick 0%

PERPLEXITY 3.6%
Claim
94
Phi-3

1.3%

95% CI 0.27%

1 mentions · avg pos 7

first pick 0%

GROK 14.3%
Claim
95
BotMan

1.3%

95% CI 0.27%

1 mentions · avg pos 8

first pick 0%

GEMINI 3.6%
Claim
96
Bottender

bottender.js.org

1.3%

95% CI 0.27%

1 mentions · avg pos 9

first pick 0%

GEMINI 3.6%
Claim
97
Pipedrive

pipedrive.com

1.3%

95% CI 0.27%

1 mentions · avg pos 9

first pick 0%

CLAUDE 14.3%
Claim
98
TGI

1.3%

95% CI 0.27%

1 mentions · avg pos 9

first pick 0%

PERPLEXITY 3.6%
Claim
99
Llama 2

1.3%

95% CI 0.27%

1 mentions · avg pos 10

first pick 0%

GEMINI 3.6%
Claim
100
MySQL

mysql.com

1.3%

95% CI 0.27%

1 mentions · avg pos 10

first pick 0%

GEMINI 3.6%
Claim

Reading the numbers: Share is a point estimate on 77 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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