Subcategory · AI Citation Index
Accounting
Quickbooks and Xero dominate AI shortlists at 62% and 59%, but evaluation scores reveal a flat top tier with no clear winner.
178 discovery queries · 308 head-to-heads · refreshed Jun 5, 2026
Discovery stage
The shortlist
Across 178 buyer-style "Accounting" queries
Quickbooks leads 110 of 178 prompts (61.8%), followed by Xero at 105 (59.0%) and Built at 102 (57.3%). NetSuite and Sage Intacct hold the enterprise tier at 55.1% and 46.1%, while Bill.com and Microsoft Dynamics 365 trail in the mid-tier. Four models contributed citations, yielding 101 consensus brands across the category.
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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
Head-to-head comparisons surface no decisive leader: Quickbooks and Xero both score 53 across 31 queries, NetSuite and Sage Intacct tie at 50 across 29. Freshbooks and Zoho Books match at 48, while Microsoft Dynamics 365 (45) and Bill (40) lag. The median evaluation score of 5 suggests thin differentiation in most queries.
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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
Xero
Scores 72 in both shortlist penetration and evaluation quality, appearing in 59% of prompts and tying for top evaluation marks. Cloud-native architecture and multi-currency support drive consistent AI recommendations.
Read brand profile →Freshbooks
Matches Xero at 72 but appears in only 34.3% of prompts. AI models cite it heavily in freelancer and service-business contexts, yielding 233 mentions despite lower shortlist frequency.
Read brand profile →Quickbooks
Highest shortlist rate (61.8%) but a lower overall score of 66. Dominant in SMB queries, yet evaluation performance (53) suggests erosion against Xero in feature-density comparisons.
Read brand profile →Sage Intacct
Shortlisted in 46.1% of prompts with a score of 66, competing directly with NetSuite in mid-market and nonprofit segments. Evaluation score of 50 reflects strong but not superior differentiation.
Read brand profile →SoftLedger
Rising 12 points in the trend window, scoring 58 overall. Low absolute shortlist presence but momentum in crypto-accounting and API-first use cases.
Read brand profile →Citation sources
Where AI pulls citations from
534 citations captured across Accounting prompt runs.
Vendor pages
103Product, help, and marketing pages from tracked vendors
Independent sources
105Reviews, encyclopedias, forums, press — not vendor-owned
Buyer questions
What AI cites for top Accounting questions
Most-cited prompts across the buyer journey. Click any prompt to see the actual URLs AI engines link to.
Discovery
Buyers exploring the categoryEvaluation
Buyers comparing options- The 5 Best Open-Source Accounting Software for 2026selecthub.com
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