Open Source Projects

Q: What questions were analyzed in this report?

This report analyzed complete answers to 3 questions: 1. "What are the best Open Source Projects options available today? Please provide a comprehensive overview including: the leading brands and products, top companies and service providers, recognized experts and thought leaders, promising startups and new market entrants, major industry events and conferences, active communities and forums, and influential publications and media covering this space."; 2. "If I'm looking to get into Open Source Projects, who and what should I know about? Include the most trusted brands, recommended products and services, reputable companies and providers, influential experts and reviewers to follow, helpful communities and resources, important events and conferences, notable startups disrupting the space, and key publications and media channels to stay informed."; 3. "What does the Open Sources Projects industry look like right now? Identify the dominant market leaders and brands, best products and services, key companies and providers, influential figures and thought leaders, emerging startups and trends, major conferences and events, active professional communities, and the top publications and media that cover this industry.".

Q: How many brands were analyzed in this report?

This report analyzed 120 unique brands mentioned across 5 AI models.

Q: How many web sources were detected?

AI models cited 194 unique web sources (domains) when answering questions.

AI mentions in answer for 1 question: "What are the best Open Source Projects options available today? Please provide a comprehensive overview including: the leading brands and products, top companies and service providers, recognized experts and thought leaders, promising startups and new market entrants, major industry events and conferences, active communities and forums, and influential publications and media covering this space."

2025-12-30

120

Brands

194

Sources

Questions

AI Models

About This Report

This report was generated for brands and citations mentioned in answers about Open Source Projects from 5 AI models (namely: Perplexity Sonar (with search) (latest), Anthropic Claude Sonnet (latest), OpenAI ChatGPT Latest, Google Gemini Flash (latest), X.AI Grok (latest)). AI models were asked the following questions:

"What are the best Open Source Projects options available today? Please provide a comprehensive overview including: the leading brands and products, top companies and service providers, recognized experts and thought leaders, promising startups and new market entrants, major industry events and conferences, active communities and forums, and influential publications and media covering this space." (view report)
"If I'm looking to get into Open Source Projects, who and what should I know about? Include the most trusted brands, recommended products and services, reputable companies and providers, influential experts and reviewers to follow, helpful communities and resources, important events and conferences, notable startups disrupting the space, and key publications and media channels to stay informed." (view report)
"What does the Open Sources Projects industry look like right now? Identify the dominant market leaders and brands, best products and services, key companies and providers, influential figures and thought leaders, emerging startups and trends, major conferences and events, active professional communities, and the top publications and media that cover this industry." (view report)

120 brands and 194 web sources were detected. Top brands detected are:

GitHub (100.0%),

Linux (38.1%),

Kubernetes (7.8%),

Supabase (7.1%),

Red Hat (4.8%). This report was generated on Dec 30, 2025 by AI Content & Web.

Brand Rankings

Brands mentioned by AI models, ranked by share of voice

#	Brand	Voice	Position	Mentions	AI
1	GitHub organizationproduct	100.0%★	28★	14.5% (94)★	+4
2	Linux product	38.1%★	1★	9.1% (59)★	+3
3	Kubernetes product	7.8%★	7★	3.2% (21)★	+3
4	Supabase organization	7.1%★	33★	2.6% (17)★	+4
5	Red Hat organization	4.8%★	9★	2.6% (17)★	+3
6	Ubuntu productorganization	4.2%★	3★	1.8% (12)★	+3
7	Python product	3.4%★	22★	3.1% (20)★	+3
8	Stack Overflow organization	3.0%★	40★	1.2% (8)★	+3
9	Git product	2.8%★	21★	1.2% (8)★	+2
10	HashiCorp organization	2.5%★	14★	1.5% (10)★	+3
11	Hugging Face organization	2.4%★	21★	1.2% (8)★	+3
12	Dev.to organization	2.4%★	36★	2.3% (15)★	+2
13	Canonical organization	2.3%★	9★	1.1% (7)★	+3
14	GitLab organizationproduct	2.3%★	15★	1.5% (10)★	+2
15	TensorFlow product	1.8%★	20★	0.9% (6)★	+3
16	Terraform product	1.7%★	14★	1.1% (7)★	+3
17	Appwrite organization	1.7%★	35★	1.1% (7)★	+3
18	PostgreSQL product	1.5%★	13★	0.9% (6)★	+2
19	FOSDEM event	1.5%★	38★	1.1% (7)★	+3
20	Fedora product	1.4%★	5★	0.6% (4)★	+2
21	SCALE event	1.4%★	17★	0.9% (6)★	+3
22	Opensource.com organization	1.4%★	46★	1.1% (7)★	+3
23	Microsoft organization	1.4%★	34★	0.8% (5)★	+2
24	Apache Software Foundation organization	1.3%★	24★	0.8% (5)★	+2
25	The Linux Foundation organization	1.3%★	11★	1.1% (7)★	+1
26	Node.js product	1.2%★	23★	0.9% (6)★	+3
27	Reddit organization	1.0%★	42★	0.8% (5)★	+3
28	Cloud Native Computing Foundation organization	1.0%★	31★	0.6% (4)★	+2
29	PyTorch product	1.0%★	19★	0.6% (4)★	+2
30	React product	1.0%★	13★	1.1% (7)★	+3
31	Redis product	0.9%★	17★	0.6% (4)★	+2
32	The New Stack organization	0.9%★	45★	0.8% (5)★	+2
33	LWN.net organization	0.9%★	45★	0.8% (5)★	+2
34	Docker product	0.9%★	7★	1.2% (8)★	+2
35	Linus Torvalds person	0.9%★	30★	0.6% (4)★	+3
36	Kelsey Hightower person	0.9%★	33★	0.6% (4)★	+3
37	Apache HTTP Server product	0.8%★	21★	0.8% (5)★	+2
38	MongoDB product	0.7%★	12★	1.1% (7)★	+2
39	MySQL product	0.7%★	18★	0.8% (5)★	+1
40	Free Software Foundation organization	0.6%★	39★	0.6% (4)★	+1
41	Phoronix organization	0.6%★	54★	0.8% (5)★	+2
42	MariaDB product	0.5%★	19★	0.6% (4)★	+1
43	Debian product	0.5%★	5★	0.5% (3)★	+1
44	VS Code productorganization	0.5%★	27★	0.5% (3)★	+2
45	FreeBSD product	0.5%★	8★	0.5% (3)★	+1
46	WordPress productorganization	0.5%★	33★	0.6% (4)★	+1
47	Hacker News organization	0.4%★	50★	0.6% (4)★	+2
48	Ansible product	0.4%★	11★	0.5% (3)★	+1
49	Eclipse Foundation organization	0.4%★	26★	0.5% (3)★	+1
50	Richard Stallman person	0.4%★	38★	0.5% (3)★	+1
51	Open Source Summit event	0.4%★	46★	0.6% (4)★	+1
52	NGINX product	0.4%★	21★	0.5% (3)★	+1
53	OSCON event	0.4%★	27★	0.6% (4)★	+2
54	Jenkins product	0.4%★	15★	0.5% (3)★	+1
55	Guido van Rossum person	0.4%★	41★	0.5% (3)★	+2
56	Drupal productorganization	0.3%★	34★	0.5% (3)★	+1
57	All Things Open event	0.3%★	29★	0.6% (4)★	+1
58	Nextcloud productorganization	0.3%★	35★	0.5% (3)★	+1
59	SUSE organization	0.3%★	36★	0.5% (3)★	+1
60	PyCon event	0.3%★	48★	0.5% (3)★	+1
61	Apache Spark product	0.3%★	17★	0.5% (3)★	+1
62	GitHub Universe event	0.1%★	41★	0.8% (5)★	+1
63	NocoDB organization	0.1%★	33★	0.6% (4)★	+1
64	Elastic organization	0.0%★	38★	0.8% (5)★	+1
65	Discourse organization	0.0%★	62★	0.6% (4)★	+1
66	InfoQ organization	0.0%★	65★	0.6% (4)★	+1
67	Directus organization	0.0%★	37★	0.5% (3)★	+1
68	Mozilla organizationproduct	0.0%★	15★	0.9% (6)★
69	Open Source Initiative organization	0.0%★	28★	0.5% (3)★	+1
70	AlternativeTo organization	0.0%★	58★	0.5% (3)★	+1
71	Open Source Collective organization	0.0%★	56★	0.5% (3)★	+1
72	SourceForge organization	0.0%★	4★	0.3% (2)★
73	Bitbucket organization	0.0%★	5★	0.3% (2)★
74	Awesome Lists event	0.0%★	71★	0.3% (2)★	+1
75	Firefox productorganization	0.0%★	16★	0.5% (3)★
76	Thunderbird product	0.0%★	17★	0.5% (3)★
77	Codeberg organization	0.0%★	7★	0.3% (2)★
78	Software Freedom Conservancy organization	0.0%★	20★	0.3% (2)★
79	Python Software Foundation organization	0.0%★	23★	0.3% (2)★
80	Chromium product	0.0%★	31★	0.3% (2)★
81	Vue.js product	0.0%★	43★	0.3% (2)★
82	Django product	0.0%★	44★	0.3% (2)★
83	Ruby on Rails product	0.0%★	45★	0.3% (2)★
84	Joomla product	0.0%★	53★	0.3% (2)★
85	WooCommerce product	0.0%★	54★	0.3% (2)★
86	Magento productorganization	0.0%★	55★	0.3% (2)★
87	PrestaShop product	0.0%★	56★	0.3% (2)★
88	LibreOffice product	0.0%★	59★	0.3% (2)★
89	ONLYOFFICE product	0.0%★	61★	0.3% (2)★
90	Confluent organization	0.0%★	63★	0.3% (2)★
91	Tauri organization	0.0%★	73★	0.3% (2)★
92	Pocketbase organization	0.0%★	77★	0.3% (2)★
93	Cal.com organization	0.0%★	79★	0.3% (2)★
94	PostHog organization	0.0%★	80★	0.3% (2)★
95	Plausible organization	0.0%★	81★	0.3% (2)★
96	Excalidraw organization	0.0%★	82★	0.3% (2)★
97	Red Hat Summit event	0.0%★	91★	0.3% (2)★
98	DockerCon event	0.0%★	92★	0.3% (2)★
99	CNCF Slack organization	0.0%★	98★	0.3% (2)★
100	Linux Journal organization	0.0%★	103★	0.3% (2)★
101	TechCrunch organization	0.0%★	106★	0.3% (2)★
102	The Register organization	0.0%★	107★	0.3% (2)★
103	ZDNet organization	0.0%★	108★	0.3% (2)★
104	Ars Technica organization	0.0%★	109★	0.3% (2)★
105	Changelog product	0.0%★	110★	0.3% (2)★
106	FOSS Force organization	0.0%★	111★	0.3% (2)★
107	It's FOSS organization	0.0%★	112★	0.3% (2)★
108	Product Hunt organization	0.0%★	117★	0.3% (2)★
109	Libraries.io organization	0.0%★	119★	0.3% (2)★
110	KubeCon + CloudNativeCon event	0.0%★	28★	0.2% (1)★
111	Brendan Eich person	0.0%★	67★	0.2% (1)★
112	Mitchell Baker person	0.0%★	68★	0.2% (1)★
113	Jim Whitehurst person	0.0%★	69★	0.2% (1)★
114	Jessie Frazelle person	0.0%★	71★	0.2% (1)★
115	Chris DiBona person	0.0%★	72★	0.2% (1)★
116	Open Source Summit Europe event	0.0%★	86★	0.2% (1)★
117	Linux Foundation Member Summit event	0.0%★	89★	0.2% (1)★
118	Linux Foundation Community organization	0.0%★	97★	0.2% (1)★
119	Open Source Awards event	0.0%★	114★	0.2% (1)★
120	Open Source Observatory organization	0.0%★	118★	0.2% (1)★

#	Domain	Voice	Position	Citations	AI
1	dev.to Blogs	5.5%★	39★	3.4% (15)★	+2
2	kernel.org Developer Tools	5.2%★	3★	1.1% (5)★	+3
3	linuxfoundation.org Academic	4.6%★	18★	2.2% (10)★	+3
4	opensource.org Developer Tools	4.2%★	3★	1.1% (5)★	+2
5	supabase.com Developer Tools	4.1%★	55★	1.3% (6)★	+4
6	redhat.com Tech Companies	3.8%★	12★	1.8% (8)★	+3
7	kubernetes.io Developer Tools	3.6%★	8★	1.3% (6)★	+3
8	github.com Developer Tools	3.3%★	1★	7.0% (31)★	+4
9	ubuntu.com Tech Companies	3.1%★	4★	0.9% (4)★	+3
10	hashicorp.com Tech Companies	2.6%★	19★	1.3% (6)★	+3
11	opensource.com Developer Tools	2.4%★	74★	1.6% (7)★	+3
12	canonical.com News Media	2.3%★	11★	0.9% (4)★	+2
13	cncf.io Developer Tools	2.3%★	11★	1.6% (7)★	+2
14	tensorflow.org Charity & Non-profit	1.9%★	36★	0.9% (4)★	+3
15	python.org Developer Tools	1.9%★	31★	1.8% (8)★	+2
16	postgresql.org Charity & Non-profit	1.9%★	17★	0.9% (4)★	+2
17	apache.org Developer Tools	1.8%★	30★	0.9% (4)★	+2
18	reddit.com Forums	1.7%★	37★	1.6% (7)★	+3
19	lwn.net Blogs	1.6%★	73★	1.1% (5)★	+2
20	fosdem.org Academic	1.4%★	63★	0.9% (4)★	+3
21	pytorch.org Charity & Non-profit	1.4%★	35★	0.7% (3)★	+2
22	stackoverflow.com Forums	1.4%★	67★	0.9% (4)★	+3
23	about.gitlab.com Developer Tools	1.3%★	22★	1.1% (5)★	+2
24	grafana.com Developer Tools	1.1%★	36★	1.1% (5)★	+1
25	appwrite.io Developer Tools	1.0%★	58★	0.7% (3)★	+2
26	huggingface.co AI Tools	1.0%★	9★	0.9% (4)★	+2
27	thenewstack.io News Media	1.0%★	73★	0.7% (3)★	+2
28	docker.com Developer Tools	0.9%★	7★	1.1% (5)★	+2
29	gitlab.com Developer Tools	0.9%★	89★	0.4% (2)★	+1
30	events.linuxfoundation.org Academic	0.8%★	29★	1.8% (8)★	+3
31	httpd.apache.org Developer Tools	0.8%★	40★	0.7% (3)★	+2
32	nodejs.org Developer Tools	0.7%★	47★	0.7% (3)★	+2
33	mitchellh.com Blogs	0.7%★	55★	0.4% (2)★	+1
34	spdx.dev Developer Tools	0.7%★	2★	0.2% (1)★
35	eclipse.org Developer Tools	0.7%★	53★	0.7% (3)★	+1
36	debian.org Tech Companies	0.7%★	6★	0.4% (2)★	+1
37	react.dev Developer Tools	0.7%★	13★	0.7% (3)★	+2
38	getfedora.org Tech Companies	0.6%★	4★	0.4% (2)★	+1
39	freebsd.org Tech Companies	0.6%★	9★	0.4% (2)★	+1
40	gnu.org Academic	0.6%★	53★	0.7% (3)★
41	news.ycombinator.com Forums	0.6%★	92★	0.7% (3)★	+2
42	argo-cd.readthedocs.io Developer Tools	0.6%★	14★	0.4% (2)★
43	phoronix.com Blogs	0.6%★	99★	0.7% (3)★	+2
44	opentofu.org Developer Tools	0.5%★	17★	0.4% (2)★
45	fsf.org Academic	0.5%★	76★	0.4% (2)★	+1
46	ansible.com Developer Tools	0.5%★	17★	0.4% (2)★	+1
47	mysql.com Developer Tools	0.5%★	24★	0.4% (2)★	+1
48	mariadb.org Developer Tools	0.5%★	25★	0.4% (2)★	+1
49	jenkins.io Developer Tools	0.5%★	21★	0.4% (2)★	+1
50	nginx.org Developer Tools	0.5%★	39★	0.4% (2)★	+1
51	clickhouse.com Developer Tools	0.5%★	29★	0.4% (2)★
52	valkey.io Tech Companies	0.4%★	31★	0.4% (2)★
53	mongodb.com Developer Tools	0.4%★	11★	0.7% (3)★	+1
54	git-scm.com Developer Tools	0.4%★	45★	0.4% (2)★	+1
55	redis.io Developer Tools	0.4%★	12★	0.4% (2)★	+1
56	wordpress.org Developer Tools	0.4%★	66★	0.4% (2)★	+1
57	go.dev Developer Tools	0.4%★	47★	0.4% (2)★
58	drupal.org Developer Tools	0.4%★	68★	0.4% (2)★	+1
59	nextcloud.com Tech Companies	0.4%★	69★	0.4% (2)★	+1
60	suse.com Tech Companies	0.4%★	72★	0.4% (2)★	+1
61	terraform.io Developer Tools	0.4%★	16★	0.4% (2)★	+1
62	fedoraproject.org Academic	0.4%★	7★	0.2% (1)★
63	aws.amazon.com Tech Companies	0.4%★	73★	0.4% (2)★
64	spark.apache.org Charity & Non-profit	0.4%★	18★	0.4% (2)★	+1
65	azure.microsoft.com Tech Companies	0.4%★	74★	0.4% (2)★
66	en.wikipedia.org Charity & Non-profit	0.4%★	76★	0.4% (2)★
67	github.blog Blogs	0.3%★	8★	2.2% (10)★	+1
68	allthingsopen.org Academic	0.3%★	32★	0.4% (2)★	+1
69	containerd.io Developer Tools	0.3%★	12★	0.2% (1)★
70	helm.sh Developer Tools	0.3%★	13★	0.2% (1)★
71	envoyproxy.io Developer Tools	0.3%★	15★	0.2% (1)★
72	tekton.dev Developer Tools	0.2%★	22★	0.2% (1)★
73	opencv.org Charity & Non-profit	0.2%★	4★	2.2% (10)★
74	sqlite.org Developer Tools	0.2%★	26★	0.2% (1)★
75	cassandra.apache.org Developer Tools	0.2%★	27★	0.2% (1)★
76	duckdb.org Developer Tools	0.2%★	30★	0.2% (1)★
77	kafka.apache.org Charity & Non-profit	0.2%★	32★	0.2% (1)★
78	rabbitmq.com Developer Tools	0.2%★	33★	0.2% (1)★
79	nats.io Developer Tools	0.2%★	34★	0.2% (1)★
80	prometheus.io Developer Tools	0.2%★	35★	0.2% (1)★
81	opentelemetry.io Developer Tools	0.2%★	37★	0.2% (1)★
82	nextjs.org Developer Tools	0.2%★	13★	0.2% (1)★
83	jaegertracing.io Developer Tools	0.2%★	39★	0.2% (1)★
84	haproxy.org Developer Tools	0.2%★	42★	0.2% (1)★
85	caddyserver.com Developer Tools	0.2%★	43★	0.2% (1)★
86	traefik.io Developer Tools	0.2%★	44★	0.2% (1)★
87	rust-lang.org Academic	0.2%★	48★	0.2% (1)★
88	llvm.org Academic	0.2%★	50★	0.2% (1)★
89	openjdk.org Developer Tools	0.2%★	51★	0.2% (1)★
90	nocobase.com Developer Tools	0.2%★	5★	2.0% (9)★
91	neovim.io Developer Tools	0.2%★	52★	0.2% (1)★
92	vscodium.com Developer Tools	0.2%★	55★	0.2% (1)★
93	twitter.com Social Media	0.2%★	20★	0.4% (2)★	+1
94	scikit-learn.org Charity & Non-profit	0.2%★	58★	0.2% (1)★
95	jupyter.org Academic	0.2%★	59★	0.2% (1)★
96	openssh.com Tech Companies	0.2%★	61★	0.2% (1)★
97	letsencrypt.org Academic	0.2%★	63★	0.2% (1)★
98	openssl.org Developer Tools	0.2%★	62★	0.2% (1)★
99	wireguard.com Tech Companies	0.2%★	64★	0.2% (1)★
100	suricata.io Tech Companies	0.2%★	65★	0.2% (1)★
101	zeek.org Academic	0.2%★	66★	0.2% (1)★
102	automattic.com Tech Companies	0.2%★	68★	0.2% (1)★
103	mattermost.com Tech Companies	0.2%★	71★	0.2% (1)★
104	codenewbie.org Academic	0.2%★	22★	0.2% (1)★
105	enterprisedb.com Tech Companies	0.2%★	75★	0.2% (1)★
106	kelsey.dev Developer Tools	0.2%★	80★	0.2% (1)★
107	siderolabs.com Tech Companies	0.2%★	83★	0.2% (1)★
108	talos.dev Developer Tools	0.2%★	84★	0.2% (1)★
109	chainguard.dev Developer Tools	0.2%★	85★	0.2% (1)★
110	mistral.ai AI Tools	0.2%★	25★	0.2% (1)★
111	apachecon.com Academic	0.2%★	89★	0.2% (1)★
112	us.pycon.org Academic	0.2%★	90★	0.2% (1)★
113	gophercon.com Academic	0.2%★	91★	0.2% (1)★
114	langchain.com AI Tools	0.2%★	26★	0.2% (1)★
115	linux.com Tech Companies	0.2%★	99★	0.2% (1)★
116	oreilly.com Education Platforms	0.2%★	28★	0.2% (1)★
117	ossinsight.io Developer Tools	0.1%★	41★	0.2% (1)★
118	landscape.cncf.io Developer Tools	0.1%★	42★	0.2% (1)★
119	g2.com Reviews	0.1%★	43★	0.2% (1)★
120	octoverse.github.com Developer Tools	0.1%★	13★	1.8% (8)★
121	survey.stackoverflow.co Forums	0.1%★	2★	0.4% (2)★
122	tidelift.com News Media	0.0%★	3★	0.4% (2)★
123	youtube.com Social Media	0.0%★	16★	0.7% (3)★
124	code.visualstudio.com Developer Tools	0.0%★	30★	0.4% (2)★	+1
125	storm.genie.stanford.edu Academic	0.0%★	9★	0.4% (2)★
126	elastic.co Developer Tools	0.0%★	41★	0.4% (2)★	+1
127	alternativeto.net Developer Tools	0.0%★	64★	0.4% (2)★	+1
128	discourse.org Forums	0.0%★	71★	0.4% (2)★	+1
129	infoq.com Blogs	0.0%★	75★	0.4% (2)★	+1
130	sourceforge.net Developer Tools	0.0%★	3★	0.2% (1)★
131	bitbucket.org Developer Tools	0.0%★	4★	0.2% (1)★
132	appsmith.com Developer Tools	0.0%★	12★	0.2% (1)★
133	codeberg.org Developer Tools	0.0%★	5★	0.2% (1)★
134	2023.stateofjs.com Academic	0.0%★	11★	0.2% (1)★
135	kaggle.com Education Platforms	0.0%★	13★	0.2% (1)★
136	cal.com News Media	0.0%★	78★	0.4% (2)★
137	foundation.mozilla.org Academic	0.0%★	9★	0.2% (1)★
138	libraries.io Developer Tools	0.0%★	122★	0.4% (2)★
139	slant.co Blogs	0.0%★	21★	0.2% (1)★
140	sfconservancy.org Academic	0.0%★	11★	0.2% (1)★
141	opencollective.com Developer Tools	0.0%★	33★	0.2% (1)★
142	mozilla.org Tech Companies	0.0%★	20★	0.2% (1)★
143	ferretdb.io Developer Tools	0.0%★	35★	0.2% (1)★
144	temporal.io Developer Tools	0.0%★	37★	0.2% (1)★
145	lightdash.com Developer Tools	0.0%★	39★	0.2% (1)★
146	linuxplumbersconf.org Academic	0.0%★	42★	0.2% (1)★
147	scaleconf.org Academic	0.0%★	43★	0.2% (1)★
148	chromium.org Developer Tools	0.0%★	21★	0.2% (1)★
149	thunderbird.net Developer Tools	0.0%★	22★	0.2% (1)★
150	capterra.com Reviews	0.0%★	55★	0.2% (1)★
151	opensourcealternative.to Developer Tools	0.0%★	56★	0.2% (1)★
152	lfblog.linuxfoundation.org Blogs	0.0%★	53★	0.2% (1)★
153	vuejs.org Developer Tools	0.0%★	36★	0.2% (1)★
154	djangoproject.com Developer Tools	0.0%★	37★	0.2% (1)★
155	rubyonrails.org Developer Tools	0.0%★	38★	0.2% (1)★
156	joomla.org Developer Tools	0.0%★	45★	0.2% (1)★
157	woocommerce.com E-commerce	0.0%★	46★	0.2% (1)★
158	business.adobe.com Tech Companies	0.0%★	47★	0.2% (1)★
159	libreoffice.org Tech Companies	0.0%★	52★	0.2% (1)★
160	prestashop.com E-commerce	0.0%★	48★	0.2% (1)★
161	onlyoffice.com Tech Companies	0.0%★	54★	0.2% (1)★
162	confluent.io Tech Companies	0.0%★	59★	0.2% (1)★
163	lkml.org Academic	0.0%★	64★	0.2% (1)★
164	stallman.org Blogs	0.0%★	65★	0.2% (1)★
165	blog.mozilla.org Blogs	0.0%★	67★	0.2% (1)★
166	jess.dev Developer Tools	0.0%★	70★	0.2% (1)★
167	nocodb.com Developer Tools	0.0%★	75★	0.2% (1)★
168	pocketbase.io Developer Tools	0.0%★	76★	0.2% (1)★
169	directus.io Developer Tools	0.0%★	77★	0.2% (1)★
170	posthog.com Developer Tools	0.0%★	79★	0.2% (1)★
171	plausible.io Tech Companies	0.0%★	80★	0.2% (1)★
172	excalidraw.com Developer Tools	0.0%★	81★	0.2% (1)★
173	socallinuxexpo.org Academic	0.0%★	86★	0.2% (1)★
174	pycon.org Academic	0.0%★	88★	0.2% (1)★
175	githubuniverse.com Developer Tools	0.0%★	89★	0.2% (1)★
176	reactiflux.com Forums	0.0%★	97★	0.2% (1)★
177	community.linuxfoundation.org Forums	0.0%★	99★	0.2% (1)★
178	communityinviter.com Forums	0.0%★	100★	0.2% (1)★
179	oscollective.org Academic	0.0%★	101★	0.2% (1)★
180	linuxjournal.com News Media	0.0%★	105★	0.2% (1)★
181	tauri.app Developer Tools	0.0%★	72★	0.2% (1)★
182	pythondiscord.com Tech Companies	0.0%★	98★	0.2% (1)★
183	linkedin.com Social Media	0.0%★	68★	0.2% (1)★
184	techcrunch.com News Media	0.0%★	108★	0.2% (1)★
185	theregister.com News Media	0.0%★	109★	0.2% (1)★
186	zdnet.com News Media	0.0%★	110★	0.2% (1)★
187	arstechnica.com News Media	0.0%★	111★	0.2% (1)★
188	changelog.com Blogs	0.0%★	112★	0.2% (1)★
189	fossforce.com Blogs	0.0%★	113★	0.2% (1)★
190	itsfoss.com Blogs	0.0%★	114★	0.2% (1)★
191	omgubuntu.co.uk Blogs	0.0%★	115★	0.2% (1)★
192	osawards.com Academic	0.0%★	117★	0.2% (1)★
193	producthunt.com Developer Tools	0.0%★	120★	0.2% (1)★
194	joinup.ec.europa.eu Regulatory	0.0%★	121★	0.2% (1)★

More Reports

View Aggregate Report (All 3 Questions)

Individual Question Reports:

1. What are the best Open Source Projects options available today? Please provide a... (current) 2. If I'm looking to get into Open Source Projects, who and what should I know abou... 3. What does the Open Sources Projects industry look like right now? Identify the d...

Frequently Asked Questions

What is this AI Mentions Report about?

This report analyzes how AI chatbots like Perplexity Sonar (with search) (latest), Anthropic Claude Sonnet (latest), OpenAI ChatGPT Latest, Google Gemini Flash (latest), X.AI Grok (latest) respond to questions related to Open Source Projects. It identifies which brands, products, and organizations are mentioned most frequently and measures their share of voice in AI responses.

What questions were analyzed in this report?

This report analyzed answers to 3 questions:

"What are the best Open Source Projects options available today? Please provide a comprehensive overview including: the leading brands and products, top companies and service providers, recognized experts and thought leaders, promising startups and new market entrants, major industry events and conferences, active communities and forums, and influential publications and media covering this space." (view report)
"If I'm looking to get into Open Source Projects, who and what should I know about? Include the most trusted brands, recommended products and services, reputable companies and providers, influential experts and reviewers to follow, helpful communities and resources, important events and conferences, notable startups disrupting the space, and key publications and media channels to stay informed." (view report)
"What does the Open Sources Projects industry look like right now? Identify the dominant market leaders and brands, best products and services, key companies and providers, influential figures and thought leaders, emerging startups and trends, major conferences and events, active professional communities, and the top publications and media that cover this industry." (view report)

How many brands were analyzed in this report?

This report analyzed 120 unique brands mentioned across 5 AI models.

How many web sources were detected?

AI models cited 194 unique web sources (domains) when answering questions.

Which brands are mentioned most by AI models?

The top 3 most mentioned brands are GitHub (organization,product), Linux (product), Kubernetes (product), based on analysis of 5 AI model responses.

How many AI models were analyzed?

This report analyzed responses from 5 AI models: Perplexity Sonar (with search) (latest), Anthropic Claude Sonnet (latest), OpenAI ChatGPT Latest, Google Gemini Flash (latest), X.AI Grok (latest).

What does "Share of Voice" mean and how is it calculated?

Share of Voice (Voice %) measures brand prominence across AI models.

Formula: Share of Voice = Model Coverage × Quality Score

Where:
• Model Coverage = Sum of normalized weights for models mentioning the brand
• Quality Score = Prominence / Max Prominence in dataset
• Prominence = Mentions × (1 / log₂(Position + 1))

Model weights (based on Monthly Active Users):
• OpenAI ChatGPT Latest: 900M MAU (~54.1% weight)
• Google Gemini Flash (latest): 650M MAU (~39.1% weight)
• Perplexity Sonar (with search) (latest): 45M MAU (~2.7% weight)
• X.AI Grok (latest): 39M MAU (~2.3% weight)
• Anthropic Claude Sonnet (latest): 30M MAU (~1.8% weight)

Brands appearing in top positions across high-traffic models achieve higher Share of Voice.