What does AI recommend for compliance management and grc software?

Vanta leads this niche as the most-cited platform across both AI engines, solidifying its place at the top of the compliance software market. Drata follows in a tightly contested second position, with both platforms serving as the primary drivers for modern compliance automation.

Which compliance management and grc software brands appear most in AI answers?

Across 4,621 AI responses, Vanta is mentioned most, named in 51% of them, followed by Drata (49%) and MetricStream (42%).

How does Parse rank these brands?

Parse measures each brand's mention rate — the share of answers naming it — across 4,621 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.

How does a brand enter this ranking?

Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.

Best compliance management and GRC software, according to AI

Data as of Aug 25, 2026 · Based on 4,621 AI responses · See how Parse measures this

Compliance Management and GRC Software

741 brands

ParseChatGPT + Google AI

Parse

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Measured across ChatGPT & Google AI

Best Compliance Management and GRC Software, According to ChatGPT & Google AI | Parse

#	Brand	What AI says	Mention rate
1	VantaMarket-leading choice for automated compliance, cloud integrations, and continuous security monitoring.	Market-leading choice for automated compliance, cloud integrations, and continuous security monitoring.	51%
2	DrataContinuous compliance platform praised for deep developer integrations and automated audit readiness.	Continuous compliance platform praised for deep developer integrations and automated audit readiness.	49%
3	MetricStreamComprehensive GRC suite preferred by global institutions for complex regulatory risk management.	Comprehensive GRC suite preferred by global institutions for complex regulatory risk management.	42%
4	OptroEnterprise-focused platform centralizing internal audit, controls management, and SOX compliance.	Enterprise-focused platform centralizing internal audit, controls management, and SOX compliance.	41%
5	LogicGate		37%
6	SecureFrameWell-regarded for guided onboarding, pre-built policies, and automated framework monitoring.	Well-regarded for guided onboarding, pre-built policies, and automated framework monitoring.	32%
7	Sprinto		29%
8	OneTrust		28%
9	Archer Integrated Risk Management		27%
10	HyperproofStrong multi-framework management solution for scaling compliance operations and evidence mapping.	Strong multi-framework management solution for scaling compliance operations and evidence mapping.	25%
11	Riskonnect		19%
12	IBM		16%
13	Scrut		14%
14	ServiceNowWorkflow-driven GRC platform integrated deeply into IT operations and security processes.	Workflow-driven GRC platform integrated deeply into IT operations and security processes.	12%
15	LogicManager		11%
16	Scytale		11%
17	Diligent		10%
18	Onspring		8%
19	Quantivate		8%
20	Resolver		7%
21	NAVEX		7%
22	StandardFusion		6%
23	Ncontracts		6%
24	ZenGRC		5%
25	SAP		5%
26	Workiva		5%
27	VComply		5%
28	SmartSuite		5%
29	SAI360		4%
30	SAS		4%
31	Thoropass		3%
32	Centraleyes		3%
33	Fractional CISO		3%
34	ComplyAdvantage		3%
35	Mitratech		3%
36	Regology		3%
37	Amazon		3%
38	ISMS.online		3%
39	PowerDMS		3%
40	Cynomi		3%
41	Ideagen		3%
42	Compliance.ai		3%
43	MasterControl		2%
44	Kertos		2%
45	Visualping		2%
46	360factors		2%
47	Sidechannel		2%
48	TryComp		2%
49	Microsoft		2%
50	Connecteam		2%
51	Atlassian		2%
52	Alphabet		2%
53	Oracle		2%
54	Veeva		2%
55	Libryo		2%
56	RiskWatch		2%
57	Risk Cognizance		2%
58	Wolters Kluwer		2%
59	Qualio		2%
60	CyberArrow		2%
61	Okta		2%
62	TrustedCISO		2%
63	Pivot Point Security		2%
64	Pathlock		2%
65	Cyera		2%
66	FRSecure		2%
67	SaltyCloud		2%
68	Apptega		1%
69	Vistrada		1%
70	Fusion Risk Management		1%
71	GitHub		1%
72	IONI		1%
73	Nimonik		1%
74	Netwrix		1%
75	DeepSeas		1%
76	SecureLeap		1%
77	Cyber Sierra		1%
78	RegEd		1%
79	SafetyCulture		1%
80	Strike Graph		1%
81	Secfix		1%
82	Purplesec		1%
83	Workstreet		<1%
84	CookieYes		<1%
85	Atlant Security		<1%
86	Fenergo		<1%
87	vCISO.com		<1%
88	TechMagic		<1%
89	Controllo		<1%
90	Rhymetec		<1%
91	CUBE Global		<1%
92	Numerix		<1%
93	ComplianceQuest		<1%
94	Prophix		<1%
95	Changeflow		<1%
96	Gnowit		<1%
97	Verafin		<1%
98	Corporater		<1%
99	HighRadius		<1%
100	Complinity		<1%

and 75 more brands in this ranking

Who wins on each AI

ChatGPT significantly favors Archer Integrated Risk Management for enterprise use cases, whereas Google AI Overviews tends to ignore Archer in favor of newer platforms or direct competitors.

ChatGPT SearchGoogle AI Mode

Mention rate on each AI platform, by brand
Brand	ChatGPT Search	Google AI Mode
Vanta	61%	53%
Drata	60%	48%
MetricStream	42%	37%
SecureFrame	39%	26%
Optro	26%	31%

The two models disagree most about Archer Integrated Risk Management (ChatGPT #6, Google #22) and LogicGate (ChatGPT #7, Google #17).

Sources AI cited

vanta.com is the page AI reaches for most here, cited in 37% of analyzed answers.

Best compliance management and GRC software, according to AI

Best compliance management and GRC software, according to AI

What shifted

Communities where this category lives

The top three brands captured 22.1% of direct mentions in Compliance Management and GRC Software.

Compliance Management and GRC Software has unclaimed recommendation contexts.

LogicGate entered the Compliance Management and GRC Software top ten.

ChatGPT Search and Google AI Mode named different leaders in Compliance Management and GRC Software.

How AI answersHow AI answers questions in Compliance Management and GRC Software

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Frequently asked questions

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