Subcategory · AI Citation Index

Audit & SOX

AuditBoard and Workiva tie for AI attention; both surface in 91% of discovery queries on every engine we track.

35 discovery queries · 10 head-to-heads · refreshed May 1, 2026

Discovery stage

The shortlist

Across 35 buyer-style "Audit & SOX" queries

AuditBoard and Workiva tie for AI attention, each surfacing in 91% of discovery queries across every engine. diligent.com lands in 89% of the same prompts, also visible on all four engines. MetricStream and ServiceNow split the middle tier at 51% and 49%, while Vanta and Drata — compliance-automation players often bundled into audit queries — show up in 49% and 43% of prompts. NetSuite and Secureframe round out the tail at 37% and 29%.

5%13%22%30%38%Coverage — share of discovery prompts where the brand surfaces63%69%76%83%89%Engine diversity

Hover or click a logo to see brand details

X = coverage across discovery prompts · Y = engine diversity · Bubble size = total mentions
Tracked acrossChatGPT,Gemini,Claude

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Signal by intent

By topic

Top 5 most-cited brands per intent cluster. Brands with zero citations in a topic are not shown.

1Workiva
4/5
2Diligent
4/5
3AuditBoard
3/5
4Netsuite
3/5
5Sphera
3/5
1AuditBoard
4/4
2Workiva
4/4
3Diligent
4/4
4MetricStream
3/4
5LogicGate
2/4
1AuditBoard
4/4
2Diligent
4/4
3Workiva
4/4
4ServiceNow
4/4
5MetricStream
4/4
1Comprehensive
4/4
2Internal
3/4
3AuditBoard
3/4
4Board
3/4
5Wolters Kluwer
2/4
1AuditBoard
3/3
2Workiva
3/3
3SAI360
2/3
4Diligent
2/3
5LogicGate
2/3
1Workiva
3/3
2AuditBoard
3/3
3Diligent
3/3
4LogicGate
2/3
5StandardFusion
1/3
1Vanta
3/3
2AuditBoard
2/3
3Diligent
2/3
4LogicGate
2/3
5Drata
2/3
1AuditBoard
3/3
2Workiva
3/3
3Diligent
3/3
4Vanta
2/3
5Drata
2/3
≥50% cited
25–49%
<25%
Topics are discovery-stage prompt clusters · audit-management

Citation sources

Where AI pulls citations from

862 citations captured across Audit & SOX prompt runs.

Vendor pages

363

Product, help, and marketing pages from tracked vendors

Independent sources

145

Reviews, encyclopedias, forums, press — not vendor-owned

Buyer questions

What AI cites for top Audit & SOX questions

Every query in this category is discovery-stage exploration. Buyers ask AI for the best audit software segmented by vertical — financial services, insurance, educational institutions, healthcare, government, manufacturing — or by scale and use case. Typical phrasings include 'best SOX software for insurance providers', 'best audit solutions for educational institutions', and 'best audit software for financial services'. No head-to-head comparisons or pricing questions appear in the prompt set yet.

Discovery

Buyers exploring the category

Evaluation

Buyers comparing options

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