Subcategory · AI Citation Index
Audit & SOX
The audit and SOX compliance software market remains highly fragmented with no clear winner. AuditBoard edges ahead at 57% shortlisting, followed closely by Workiva and Diligent at 54%, but these modest rates across maximum model diversity (4) indicate buyers evaluate multiple specialized solutions rather than converging on a single platform. The presence of 51 consensus brands and only 12 reaching evaluation stage suggests organizations struggle to differentiate offerings or face highly specific compliance requirements that prevent standardization.
161 discovery queries · 295 head-to-heads · refreshed Oct 22, 2026
Discovery stage
The shortlist
Across 161 buyer-style "Audit & SOX" queries
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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.
Evaluation stage
Head-to-head
How often AI cites each brand across uniform category evaluation prompts · median 5/100
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Each brand's score is the share of category evaluation prompts where AI cited them across all four engines — the same prompt pool for every brand. Brands above the median citation rate have stronger presence in evaluation-stage queries.
Brands to know
In this category
AuditBoard
Leads shortlisting at 57% with maximum buyer diversity, positioning as the specialist alternative to enterprise suite audit modules.
Read brand profile →Workiva
Ties Diligent at 54% shortlisting, leveraging its connected reporting platform for integrated SOX documentation and financial close workflows.
Read brand profile →Diligent
Matches Workiva's 54% rate, extending its board governance heritage into audit committee and internal audit management tooling.
Read brand profile →Citation sources
Where AI pulls citations from
862 citations captured across Audit & SOX prompt runs.
Vendor pages
363Product, help, and marketing pages from tracked vendors
Independent sources
145Reviews, encyclopedias, forums, press — not vendor-owned
Buyer questions
What AI cites for top Audit & SOX questions
Most-cited prompts across the buyer journey. Click any prompt to see the actual URLs AI engines link to.
Discovery
Buyers exploring the category- SOX Compliance Services for Higher Education | NewPush | NewPusheducation.newpush.com
- Top 10 Best Sox Audit Software of 2026gitnux.org
Evaluation
Buyers comparing optionsWant to know if AI cites your brand for Audit & SOX?
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