Subcategory · AI Citation Index
Accounting
Quickbooks and Xero split the SMB majority; Netsuite and Sage Intacct anchor mid-market; 191 brands fight for edge niches.
178 discovery queries · 308 head-to-heads · refreshed Jul 23, 2026
Discovery stage
The shortlist
Across 178 buyer-style "Accounting" queries
Quickbooks appears in 61.8% of prompts and Xero in 59%, establishing a clear duopoly for shortlist dominance across 178 queries. Built lands third at 57.3% despite a low unCited score of 32, signaling frequent mention without deep comparative strength. Netsuite (55%) and Sage Intacct (46%) round out the consensus five, while bill.com and Microsoft Dynamics 365 trail without published scores.
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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 comparison queries favor Quickbooks and Xero equally at 53 points each across 31 matchups. Netsuite and Sage Intacct tie at 50 across 29 queries, while Freshbooks and Zoho Books share 48 across 28. Microsoft Dynamics 365 scores 45 in 26 comparisons; Bill drops to 40 in 23.
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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
Ties for the highest unCited score at 72 and ranks second in shortlist rate at 59%. Models cite Xero in 425 mentions across four LLMs, cementing its position as the global cloud alternative to Quickbooks.
Read brand profile →Quickbooks
Leads shortlist frequency at 61.8% and garners 488 total mentions, the most in the category. Its unCited score of 66 and top evaluation performance at 53 reflect entrenched SMB dominance.
Read brand profile →Sage Intacct
Scores 66 on unCited and appears in 46% of prompts with 273 mentions. Evaluation queries place it at 50, tying Netsuite for mid-market mindshare among finance teams seeking cloud ERP-class accounting.
Read brand profile →Netsuite
Shows 55% shortlist rate and 367 mentions but lags peer scores at 63. Models position it as the Oracle-backed ERP anchor for companies outgrowing standalone accounting tools.
Read brand profile →SoftLedger
Rose 12 points in recent months, the fastest climb in the category, and holds an unCited score of 58. Models flag it as a crypto-native, API-first ledger for fintech and multi-entity operators.
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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