IT AI Index
Index Vendors › OneTrust · September 2026 Edition
2 categories · Ranked

OneTrust

103Judge labels
3First choices
37Negative labels
12 of 12Models named it
2Categories
September 2026 Edition. Every number here is derived from the raw labels under vendor table vv2026-09.2, every buyer segment counted.
Best standing
4% in GRC for enterprise buyers
Rank 65 of 77 in the mid-market standingcriticized challenger
0 of 12 models made it the first choice on the direct prompt; 37% of its 27 labels there were negative.
By buyer segmentRead the same way at every buyer size.
In grc · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading

Standing by category

Every category where a model named OneTrust for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.
CategoryFunctionShareRankNegative rateLabelsQuadrant
GRC platformsSecurity operations0%65 of 7737%27criticized challenger
Compliance automationSecurity operations0%39 of 5440%10criticized challenger

Movement

This is the first edition on this tier, so no move can be computed for OneTrust yet. From the next edition this section shows, per buyer segment, whether its share moved by more than the measured noise floor.

By model

How each model treated OneTrust across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.
ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.500112
GPT-5.4 mini01001
Gemini 3.5 Flash00134
Perplexity Sonar00213
Grok 4.1 Fast00123
Mistral Small00213
DeepSeek V4 Flash02136
Llama 4 Maverick00101
Qwen 3.7 Flash03205
Kimi K202013
GLM 4.7 FlashX02114
MiniMax M2.500112

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.
FramingLabels by classFirst choices
Direct17 labels2
Paraphrase7 labelsNone
Comparative26 labels1not counted in share
Budget-constrained18 labels1
Scale-constrained17 labelsNone
Negative18 labelsNone
First choiceAlternativeMentionNegative103 labels in all, every segment counted; 3 of the 4 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

“regulated enterprise needing cross-cutting risk and policy management → Archer, ServiceNow GRC, or OneTrust” DeepSeek V4 Flash · Compliance automation · comparative prompt · alternative
“Strong brand recognition, comprehensive ESG coverage | Companies needing broad compliance coverage” GLM 4.7 FlashX · GRC · direct prompt · alternative
“Tier 2: Enterprise GRC with Mid-Market Reach ... AuditBoard, OneTrust, LogicManager, Diligent” Qwen 3.7 Flash · Compliance automation · scale prompt · alternative
“It is the leader if your primary driver is Data Privacy combined with AI Governance.” Qwen 3.7 Flash · GRC · comparative prompt · alternative

And against it

Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.

“OneTrust, MetricStream, ServiceNow GRC ($30K–$150K+/year) are enterprise-tier and will far exceed most limited budgets” DeepSeek V4 Flash · GRC · budget prompt · hard negative
“Verdict: Avoid unless you truly have thousands of employees and a dedicated GRC team.” DeepSeek V4 Flash · Compliance automation · negative prompt · hard negative
“enterprise suites like ServiceNow, OneTrust, or MetricStream ... are out of the question” Gemini 3.5 Flash · GRC · budget prompt · hard negative
“Tier 3: Enterprise Suites (e.g., AuditBoard, OneTrust, Archer) ... usually require a full-time system administrator just to keep them running” Gemini 3.5 Flash · GRC · scale prompt · soft negative

Named alongside

The products named in the same answers as OneTrust, over the 103 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and OneTrust was named but was not.
ProductSame answerTook the first choice insteadHead to head
Vanta75 of 10322Not in the top three
Drata74 of 10315Not in the top three
ServiceNow Integrated Risk Management71 of 10314Not in the top three
MetricStream60 of 10310Not in the top three
Archer51 of 1031Not in the top three
AuditBoard50 of 1032Not in the top three
Hyperproof43 of 1034Not in the top three
Secureframe39 of 1033Not in the top three
Sprinto36 of 1031Not in the top three
LogicGate28 of 1034Not in the top three
A head-to-head page exists where both products are in a category's top three. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named OneTrust. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 77 of the 103 answers that named OneTrust and are not a share of its labels.

Domains cited

expertinsights.com38
vanta.com37
orbiqhq.com32
enzuzo.com28
optro.ai24
metricstream.com22
riskwatch.com22
complyjet.com21
riskonnect.com20
apono.io18

262 of the 262 domain citations in answers naming OneTrust came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Is this your product?

Claim this page

Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when OneTrust's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as OneTrust, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at onetrust.com is approved on the spot, any other address is reviewed by hand.

Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.

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