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Category · AI Citation Index

Finance

The finance software landscape reflects a clear hierarchy from foundational ERP/accounting platforms to specialized workflow automation. NetSuite and Sage Intacct dominate consideration with 52% and 42% shortlist rates respectively, both showing maximum model diversity (5) indicating appeal across varied buyer profiles. Mid-tier players like Planful (27%) and BlackLine (20%) occupy FP&A and close management niches, while emerging tools like FloQast (16%) and Jirav (15%) target specific pain points in month-end close and financial planning. The 197 consensus brands against just 12 evaluation brands suggests a mature, crowded market where buyers recognize established players but rarely evaluate alternatives simultaneously.

655 discovery queries · 696 head-to-heads · refreshed Oct 22, 2026

Discovery stage

The shortlist

Across 655 buyer-style "Finance" queries

25%34%42%50%59%Coverage — share of discovery prompts where the brand surfaces68%73%78%83%88%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.

1Netsuite
26/29
2Sage Intacct
24/29
3Bill
23/29
4Quickbooks
22/29
5Microsoft
21/29
1You Need A Budget
16/17
2Quicken
13/17
3Bill
11/17
4Tracker
10/17
5ALGAR Information Systems, Inc.
7/17
1Bill
12/13
2Quickbooks
10/13
3Netsuite
10/13
4Tipalti
10/13
5SAP
10/13
1Quickbooks
12/12
2Xero
12/12
3Bill
12/12
4
Brex
12/12
5Ramp
12/12
1SAP
8/10
2AuditBoard
6/10
3Stacks
6/10
4Archer
5/10
5BlackLine
5/10
1SAP
9/9
2Netsuite
8/9
3Workday
7/9
4Anaplan
6/9
5Workday Adaptive Planning
6/9
1Quickbooks
9/9
2Bill
9/9
3Freshbooks
8/9
4Xero
8/9
5Expensify
6/9
1Quickbooks
8/8
2Xero
8/8
3Freshbooks
7/8
4Zoho Expense
7/8
5Stripe
6/8
≥50% cited
25–49%
<25%
Topics are discovery-stage prompt clusters · finance

Evaluation stage

Head-to-head

How often AI cites each brand across uniform category evaluation prompts · median 5/100

0255075100Evaluation citation rate — % of category evaluation prompts citing this brand017345168Evaluation prompts cited inmedian citation ratemedian exposure

Hover or click a logo to see brand details

X = evaluation citation rate · Y = evaluation prompts cited in · Bubble size = citation exposure
Median citation rate 5/100

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.

Citation sources

Where AI pulls citations from

1000 citations captured across Finance prompt runs.

Vendor pages

174

Product, help, and marketing pages from tracked vendors

Independent sources

205

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

Buyer questions

What AI cites for top Finance 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

Evaluation

Buyers comparing options

Drill down

Subcategories

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