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Most-cited domains in Cybersecurity Platforms answers

Domains ranked by unique cited-answer coverage across Rank.ai's complete public prompt benchmark. This measures sourcing visibility—not recommendation or authority.

Coverage: 142 entities
Confidence: 100%
Freshness: current
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Watching publication Jul 27, 2026

LEADERBOARD

Current rankings

Metric: Cited-answer coverage

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142of 142 rows

Most-cited domains in Cybersecurity Platforms answers current rankings
Rank	Entity	Cited-answer coverage	Public Prompt Source Best Position	Public Prompt Source Cited Answer Count	Public Prompt Source Distinct Url Count	Public Prompt Source Engine Breadth	Public Prompt Source Mean Position	Public Prompt Source Median Position	Confidence	N	Change	Trend	Explain
01	sentinelone.comsource	41.7%	1	15	13	3	4	3	100%	36	—	—	Why this rank
02	gartner.comsource	25.0%	1	9	7	3	5.1	6	100%	36	—	—	Why this rank
03	paloaltonetworks.comsource	16.7%	1	6	5	3	2.9	2	100%	36	—	—	Why this rank
04	crowdstrike.comsource	13.9%	1	5	7	3	3.8	4.5	100%	36	—	—	Why this rank
05	linkedin.comsource	13.9%	3	5	5	3	5.8	7	100%	36	—	—	Why this rank
06	underdefense.comsource	11.1%	1	4	3	3	2	2	100%	36	—	—	Why this rank
07	huntress.comsource	11.1%	3	4	3	3	5.5	4.5	100%	36	—	—	Why this rank
08	reddit.comsource	11.1%	3	4	3	3	4.8	5	100%	36	—	—	Why this rank
09	bitlyft.comsource	11.1%	2	4	4	2	3.3	3.5	100%	36	—	—	Why this rank
10	orca.securitysource	8.3%	1	3	3	3	1.7	1	100%	36	—	—	Why this rank
11	cycode.comsource	8.3%	1	3	4	3	1.5	1.5	100%	36	—	—	Why this rank
12	wiz.iosource	8.3%	1	3	3	3	2.3	2	100%	36	—	—	Why this rank
13	meriplex.comsource	8.3%	3	3	2	3	4.3	4	100%	36	—	—	Why this rank
14	cloudaware.comsource	8.3%	2	3	2	3	4	5	100%	36	—	—	Why this rank
15	stellarcyber.aisource	8.3%	2	3	3	2	2.7	2	100%	36	—	—	Why this rank
16	apica.iosource	5.6%	1	2	1	2	1.5	1.5	100%	36	—	—	Why this rank
17	sangfor.comsource	5.6%	1	2	2	2	1.5	1.5	100%	36	—	—	Why this rank
18	seceon.comsource	5.6%	1	2	2	2	1.5	1.5	100%	36	—	—	Why this rank
19	acronis.comsource	5.6%	2	2	2	2	3	3	100%	36	—	—	Why this rank
20	island.iosource	5.6%	3	2	1	2	3.5	3.5	100%	36	—	—	Why this rank
21	sysdig.comsource	5.6%	2	2	2	2	4	4	100%	36	—	—	Why this rank
22	cribl.iosource	5.6%	1	2	2	2	4.5	4.5	100%	36	—	—	Why this rank
23	venn.comsource	5.6%	4	2	1	2	5	5	100%	36	—	—	Why this rank
24	d3security.comsource	5.6%	2	2	1	2	5.5	5.5	100%	36	—	—	Why this rank
25	solutionsreview.comsource	5.6%	3	2	2	2	5.5	5.5	100%	36	—	—	Why this rank
26	exeon.comsource	5.6%	4	2	1	2	6	6	100%	36	—	—	Why this rank
27	infisign.aisource	5.6%	5	2	2	2	6.5	6.5	100%	36	—	—	Why this rank
28	expertinsights.comsource	5.6%	6	2	2	2	7	7	100%	36	—	—	Why this rank
29	oneidentity.comsource	5.6%	5	2	2	2	7	7	100%	36	—	—	Why this rank
30	redcanary.comsource	5.6%	6	2	1	2	7.5	7.5	100%	36	—	—	Why this rank
31	veza.comsource	5.6%	7	2	1	2	7.5	7.5	100%	36	—	—	Why this rank
32	decryptiondigest.comsource	5.6%	3	2	2	1	3.5	3.5	100%	36	—	—	Why this rank
33	microsoft.comsource	5.6%	1	2	2	1	3.5	3.5	100%	36	—	—	Why this rank
34	fortinet.comsource	5.6%	6	2	2	1	6.5	6.5	100%	36	—	—	Why this rank
35	aerospike.comsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
36	checkmarx.comsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
37	cybersilo.techsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
38	delinea.comsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
39	heimdalsecurity.comsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
40	ionix.iosource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
41	loginradius.comsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
42	newsroom.trendmicro.comsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
43	nvlpubs.nist.govsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
44	reco.aisource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
45	researchgate.netsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
46	umbrella.cisco.comsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
47	atlantsecurity.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
48	cisco.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
49	cognna.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
50	cyberdefenders.orgsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
51	cybersectools.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
52	defendify.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
53	defysecurity.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
54	endorlabs.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
55	images.g2crowd.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
56	okta.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
57	ordr.netsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
58	proarch.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
59	seagate.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
60	securityscorecard.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
61	tei.forrester.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
62	accuknox.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
63	acrisurecyber.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
64	aikido.devsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
65	arnica.iosource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
66	bestedrsoftware.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
67	beyondtrust.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
68	bitsight.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
69	corgea.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
70	cybercentaurs.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
71	guardz.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
72	puppygraph.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
73	s24.q4cdn.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
74	secureitconsult.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
75	securityscientist.netsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
76	snyk.iosource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
77	solved.scality.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
78	techcommunity.microsoft.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
79	cybereason.comsource	2.8%	1	1	5	1	3.6	4	100%	36	—	—	Why this rank
80	adaptivesecurity.comsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
81	connectwise.comsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
82	cynet.comsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
83	eicta.iitk.ac.insource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
84	imit.comsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
85	katalystng.comsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
86	livingsecurity.comsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
87	omegasystemscorp.comsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
88	pages.nist.govsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
89	pmc.ncbi.nlm.nih.govsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
90	radware.comsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
91	stackai.comsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
92	topadvisor.comsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
93	tufin.comsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
94	youtube.comsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
95	cloudsecurityalliance.orgsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
96	d3bql97l1ytoxn.cloudfront.netsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
97	deepstrike.iosource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
98	defense.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
99	esecurityplanet.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
100	esentire.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
101	expel.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
102	guideflow.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
103	infosec4tc.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
104	innovacloudsolutions.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
105	jimber.iosource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
106	majorkeytech.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
107	optiv.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
108	pixee.aisource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
109	safe.securitysource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
110	security-tools.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
111	sharkstriker.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
112	worldmetrics.orgsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
113	checkpoint.comsource	2.8%	3	1	2	1	5.5	5.5	100%	36	—	—	Why this rank
114	cerbos.devsource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
115	cohesity.comsource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
116	digitalitnews.comsource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
117	gainhq.comsource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
118	guptadeepak.comsource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
119	ipkeys.comsource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
120	medium.comsource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
121	reintech.iosource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
122	scribd.comsource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
123	udtonline.comsource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
124	vectra.aisource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
125	blog.openvpn.netsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
126	g2.comsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
127	intezer.comsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
128	ituonline.comsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
129	lightreading.comsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
130	nagomisecurity.comsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
131	peerspot.comsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
132	ransomware.orgsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
133	rapid7.comsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
134	uptycs.comsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
135	csacyber.comsource	2.8%	8	1	1	1	8	8	100%	36	—	—	Why this rank
136	cybermaxx.comsource	2.8%	8	1	1	1	8	8	100%	36	—	—	Why this rank
137	hackernoon.comsource	2.8%	8	1	1	1	8	8	100%	36	—	—	Why this rank
138	ijitra.comsource	2.8%	8	1	1	1	8	8	100%	36	—	—	Why this rank
139	safeaeon.comsource	2.8%	8	1	1	1	8	8	100%	36	—	—	Why this rank
140	omadaidentity.comsource	2.8%	9	1	1	1	9	9	100%	36	—	—	Why this rank
141	securew2.comsource	2.8%	9	1	1	1	9	9	100%	36	—	—	Why this rank
142	breachsense.comsource	2.8%	10	1	1	1	10	10	100%	36	—	—	Why this rank

Most-cited domains in Cybersecurity Platforms answers current rankings
Rank	Entity	Cited-answer coverage	Public Prompt Source Best Position	Public Prompt Source Cited Answer Count	Public Prompt Source Distinct Url Count	Public Prompt Source Engine Breadth	Public Prompt Source Mean Position	Public Prompt Source Median Position	Confidence	N	Change	Trend	Explain
01	sentinelone.comsource	41.7%	1	15	13	3	4	3	100%	36	—	—	Why this rank
02	gartner.comsource	25.0%	1	9	7	3	5.1	6	100%	36	—	—	Why this rank
03	paloaltonetworks.comsource	16.7%	1	6	5	3	2.9	2	100%	36	—	—	Why this rank
04	crowdstrike.comsource	13.9%	1	5	7	3	3.8	4.5	100%	36	—	—	Why this rank
05	linkedin.comsource	13.9%	3	5	5	3	5.8	7	100%	36	—	—	Why this rank
06	underdefense.comsource	11.1%	1	4	3	3	2	2	100%	36	—	—	Why this rank
07	huntress.comsource	11.1%	3	4	3	3	5.5	4.5	100%	36	—	—	Why this rank
08	reddit.comsource	11.1%	3	4	3	3	4.8	5	100%	36	—	—	Why this rank
09	bitlyft.comsource	11.1%	2	4	4	2	3.3	3.5	100%	36	—	—	Why this rank
10	orca.securitysource	8.3%	1	3	3	3	1.7	1	100%	36	—	—	Why this rank
11	cycode.comsource	8.3%	1	3	4	3	1.5	1.5	100%	36	—	—	Why this rank
12	wiz.iosource	8.3%	1	3	3	3	2.3	2	100%	36	—	—	Why this rank
13	meriplex.comsource	8.3%	3	3	2	3	4.3	4	100%	36	—	—	Why this rank
14	cloudaware.comsource	8.3%	2	3	2	3	4	5	100%	36	—	—	Why this rank
15	stellarcyber.aisource	8.3%	2	3	3	2	2.7	2	100%	36	—	—	Why this rank
16	apica.iosource	5.6%	1	2	1	2	1.5	1.5	100%	36	—	—	Why this rank
17	sangfor.comsource	5.6%	1	2	2	2	1.5	1.5	100%	36	—	—	Why this rank
18	seceon.comsource	5.6%	1	2	2	2	1.5	1.5	100%	36	—	—	Why this rank
19	acronis.comsource	5.6%	2	2	2	2	3	3	100%	36	—	—	Why this rank
20	island.iosource	5.6%	3	2	1	2	3.5	3.5	100%	36	—	—	Why this rank
21	sysdig.comsource	5.6%	2	2	2	2	4	4	100%	36	—	—	Why this rank
22	cribl.iosource	5.6%	1	2	2	2	4.5	4.5	100%	36	—	—	Why this rank
23	venn.comsource	5.6%	4	2	1	2	5	5	100%	36	—	—	Why this rank
24	d3security.comsource	5.6%	2	2	1	2	5.5	5.5	100%	36	—	—	Why this rank
25	solutionsreview.comsource	5.6%	3	2	2	2	5.5	5.5	100%	36	—	—	Why this rank
26	exeon.comsource	5.6%	4	2	1	2	6	6	100%	36	—	—	Why this rank
27	infisign.aisource	5.6%	5	2	2	2	6.5	6.5	100%	36	—	—	Why this rank
28	expertinsights.comsource	5.6%	6	2	2	2	7	7	100%	36	—	—	Why this rank
29	oneidentity.comsource	5.6%	5	2	2	2	7	7	100%	36	—	—	Why this rank
30	redcanary.comsource	5.6%	6	2	1	2	7.5	7.5	100%	36	—	—	Why this rank
31	veza.comsource	5.6%	7	2	1	2	7.5	7.5	100%	36	—	—	Why this rank
32	decryptiondigest.comsource	5.6%	3	2	2	1	3.5	3.5	100%	36	—	—	Why this rank
33	microsoft.comsource	5.6%	1	2	2	1	3.5	3.5	100%	36	—	—	Why this rank
34	fortinet.comsource	5.6%	6	2	2	1	6.5	6.5	100%	36	—	—	Why this rank
35	aerospike.comsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
36	checkmarx.comsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
37	cybersilo.techsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
38	delinea.comsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
39	heimdalsecurity.comsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
40	ionix.iosource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
41	loginradius.comsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
42	newsroom.trendmicro.comsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
43	nvlpubs.nist.govsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
44	reco.aisource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
45	researchgate.netsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
46	umbrella.cisco.comsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
47	atlantsecurity.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
48	cisco.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
49	cognna.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
50	cyberdefenders.orgsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
51	cybersectools.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
52	defendify.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
53	defysecurity.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
54	endorlabs.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
55	images.g2crowd.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
56	okta.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
57	ordr.netsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
58	proarch.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
59	seagate.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
60	securityscorecard.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
61	tei.forrester.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
62	accuknox.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
63	acrisurecyber.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
64	aikido.devsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
65	arnica.iosource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
66	bestedrsoftware.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
67	beyondtrust.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
68	bitsight.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
69	corgea.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
70	cybercentaurs.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
71	guardz.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
72	puppygraph.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
73	s24.q4cdn.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
74	secureitconsult.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
75	securityscientist.netsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
76	snyk.iosource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
77	solved.scality.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
78	techcommunity.microsoft.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
79	cybereason.comsource	2.8%	1	1	5	1	3.6	4	100%	36	—	—	Why this rank
80	adaptivesecurity.comsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
81	connectwise.comsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
82	cynet.comsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
83	eicta.iitk.ac.insource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
84	imit.comsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
85	katalystng.comsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
86	livingsecurity.comsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
87	omegasystemscorp.comsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
88	pages.nist.govsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
89	pmc.ncbi.nlm.nih.govsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
90	radware.comsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
91	stackai.comsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
92	topadvisor.comsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
93	tufin.comsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
94	youtube.comsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
95	cloudsecurityalliance.orgsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
96	d3bql97l1ytoxn.cloudfront.netsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
97	deepstrike.iosource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
98	defense.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
99	esecurityplanet.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
100	esentire.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
101	expel.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
102	guideflow.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
103	infosec4tc.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
104	innovacloudsolutions.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
105	jimber.iosource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
106	majorkeytech.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
107	optiv.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
108	pixee.aisource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
109	safe.securitysource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
110	security-tools.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
111	sharkstriker.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
112	worldmetrics.orgsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
113	checkpoint.comsource	2.8%	3	1	2	1	5.5	5.5	100%	36	—	—	Why this rank
114	cerbos.devsource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
115	cohesity.comsource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
116	digitalitnews.comsource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
117	gainhq.comsource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
118	guptadeepak.comsource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
119	ipkeys.comsource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
120	medium.comsource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
121	reintech.iosource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
122	scribd.comsource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
123	udtonline.comsource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
124	vectra.aisource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
125	blog.openvpn.netsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
126	g2.comsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
127	intezer.comsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
128	ituonline.comsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
129	lightreading.comsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
130	nagomisecurity.comsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
131	peerspot.comsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
132	ransomware.orgsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
133	rapid7.comsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
134	uptycs.comsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
135	csacyber.comsource	2.8%	8	1	1	1	8	8	100%	36	—	—	Why this rank
136	cybermaxx.comsource	2.8%	8	1	1	1	8	8	100%	36	—	—	Why this rank
137	hackernoon.comsource	2.8%	8	1	1	1	8	8	100%	36	—	—	Why this rank
138	ijitra.comsource	2.8%	8	1	1	1	8	8	100%	36	—	—	Why this rank
139	safeaeon.comsource	2.8%	8	1	1	1	8	8	100%	36	—	—	Why this rank
140	omadaidentity.comsource	2.8%	9	1	1	1	9	9	100%	36	—	—	Why this rank
141	securew2.comsource	2.8%	9	1	1	1	9	9	100%	36	—	—	Why this rank
142	breachsense.comsource	2.8%	10	1	1	1	10	10	100%	36	—	—	Why this rank

Primary brandPrompt intentAnswer enginePrompt contains

Run live test

Answer presence44.4%16/36 filtered answers mention or cite Palo Alto Networks

Selected-set share30.2%Share of answer-presences among the compared brands, not market share

Owned citation answers68 answer-level URL signals on reviewed owned domains

Engine breadth3/3Engines with at least one observed presence

Filtered competitive answer-presence comparison
Brand	Presence	Vs. primary	Selected share	Mentions	Cited answers	Owned URL signals	Engine breadth
CrowdStrikecrowdstrike.com	52.8%19/36	+8.3 pp	35.8%	40	5	8	3/3
Palo Alto Networkspaloaltonetworks.com	44.4%16/36	BASE	30.2%	16	6	8	3/3
Microsoft Securitymicrosoft.com	33.3%12/36	-11.1 pp	22.6%	23	3	3	3/3
Fortinetfortinet.com	16.7%6/36	-27.8 pp	11.3%	7	2	2	3/3

ANSWER-LEVEL OBSERVATIONS

Prompt × engine matrix

12 prompts · 36 immutable answer hashes · empty cells mean no compared brand was detected.

Brand presence by public prompt and answer engine
Public prompt	OpenAIopenai/gpt-4o-mini	Anthropicanthropic/claude-haiku-4-5	Geminigoogle/gemini-2.5-flash
01 Which enterprise cybersecurity platforms are best for consolidating endpoint, cloud, identity, network, and security-operations tooling?recommendation	Palo Alto NetworksCrowdStrike · C1Microsoft SecurityFortinet 6 source URLs`942fce12`	Palo Alto NetworksCrowdStrike · C4Microsoft SecurityFortinet 5 source URLs`1d872674`	Palo Alto Networks · C2CrowdStrike · C1Fortinet · C1 9 source URLs`18554e82`
02 Recommend an endpoint detection and response platform for preventing ransomware, investigating attacks, and automating remediation.recommendation	CrowdStrikeMicrosoft Security 6 source URLs`ee9d571e`	CrowdStrike 7 source URLs`4d9800f3`	Palo Alto NetworksCrowdStrikeMicrosoft Security · C1Fortinet · C1 10 source URLs`20c791ac`
03 Which cloud security platform is strongest for posture management, workload protection, entitlement risk, and attack-path analysis?recommendation	Palo Alto NetworksMicrosoft Security 5 source URLs`ed40aa28`	No selected brand 6 source URLs`a79de331`	CrowdStrike · C1 8 source URLs`85580b99`
04 Recommend a zero-trust security platform for secure web access, private application access, branch connectivity, and data protection.recommendation	Palo Alto Networks 6 source URLs`1e29e2a5`	Palo Alto Networks · C2 2 source URLs`b6e68dc5`	Palo Alto Networks · C1Microsoft Security · C1 8 source URLs`57c275fa`
05 Which cybersecurity vendors are best for workforce identity, privileged access, identity threat detection, and least privilege?recommendation	CrowdStrike 9 source URLs`4ef2f612`	CrowdStrike 9 source URLs`70da0eb9`	CrowdStrike 10 source URLs`b516f232`
06 Recommend an application security platform for code, dependency, container, infrastructure-as-code, and developer workflow scanning.recommendation	No selected brand 4 source URLs`0c20fa97`	No selected brand 6 source URLs`1a86899c`	No selected brand 3 source URLs`5a3a1acd`
07 Which security platform is best for an organization that needs 24/7 managed detection and response with expert incident support?recommendation	CrowdStrikeMicrosoft Security 5 source URLs`c8643b6b`	CrowdStrike 8 source URLs`ebc9b101`	Palo Alto NetworksCrowdStrike 9 source URLs`d845410e`
08 What cybersecurity platform should a mid-market company choose for strong protection, manageable operations, and predictable cost?recommendation	Palo Alto NetworksCrowdStrikeFortinet 6 source URLs`ddae4e48`	Palo Alto Networks · C1CrowdStrike 6 source URLs`91b5568c`	Microsoft Security · C1 6 source URLs`54b105f3`
09 Compare enterprise cybersecurity platforms on prevention, detection, response, coverage, integrations, data retention, and operating effort.commercial	Palo Alto NetworksCrowdStrikeMicrosoft Security 4 source URLs`63e4ca02`	Palo Alto NetworksCrowdStrikeMicrosoft Security 8 source URLs`a706ffb4`	Palo Alto NetworksCrowdStrikeMicrosoft SecurityFortinet 7 source URLs`8d12b5c2`
10 How should a security team evaluate platform consolidation versus best-of-breed tools without creating coverage or lock-in risk?commercial	Palo Alto Networks · C1 9 source URLs`7df48dae`	No selected brand 3 source URLs`8ee322cc`	Palo Alto Networks · C1 8 source URLs`34f18b5b`
11 Create a proof-of-concept scorecard for cybersecurity platforms using real detection, false-positive, investigation, and response workflows.commercial	CrowdStrike · C1 7 source URLs`a97fb460`	No selected brand 8 source URLs`5f97641c`	No selected brand 0 source URLs`e52598cf`
12 Which criteria expose hidden cybersecurity platform costs, telemetry limits, integration gaps, analyst workload, and vendor lock-in?commercial	No selected brand 5 source URLs`cac669dc`	Microsoft Security 8 source URLs`972b39e0`	No selected brand 8 source URLs`3f85aed4`

STRUCTURED CITATION LEDGER

Sources shaping this filtered view

Hostnames are derived from validated public HTTP(S) URLs, not provider-supplied domain labels.

Validated citation sources in filtered answers
Source hostname	Cited answers	Distinct URLs	Engine breadth	Best position	Evidence
sentinelone.com	15	13	3	#1	Open source ↗
gartner.com	9	7	3	#1	Open source ↗
paloaltonetworks.com	6	5	3	#1	Open source ↗
crowdstrike.com	5	7	3	#1	Open source ↗
linkedin.com	5	5	3	#3	Open source ↗
bitlyft.com	4	4	2	#2	Open source ↗
underdefense.com	4	3	3	#1	Open source ↗
huntress.com	4	3	3	#3	Open source ↗
reddit.com	4	3	3	#3	Open source ↗
cycode.com	3	4	3	#1	Open source ↗
orca.security	3	3	3	#1	Open source ↗
wiz.io	3	3	3	#1	Open source ↗
stellarcyber.ai	3	3	2	#2	Open source ↗
cloudaware.com	3	2	3	#2	Open source ↗
meriplex.com	3	2	3	#3	Open source ↗
cribl.io	2	2	2	#1	Open source ↗
microsoft.com	2	2	1	#1	Open source ↗
sangfor.com	2	2	2	#1	Open source ↗
seceon.com	2	2	2	#1	Open source ↗
acronis.com	2	2	2	#2	Open source ↗

PUBLIC-BENCHMARK PRIVACY BOUNDARY

This report contains only code-reviewed public prompts, deterministic brand counts, answer hashes, and validated structured citation URLs. Full model answers are neither stored nor published here. No customer, organization, or private tracked-prompt data is included.

cybersecurity-platforms-2026-07-27 / 4-cybersecurity-platforms-2026-07-27-models-64232fd32583

Most-cited domains in Cybersecurity Platforms answers

Current rankings

Brand vs. market

Prompt × engine matrix

Sources shaping this filtered view

Brand vs. market

Prompt × engine matrix

Sources shaping this filtered view