Subcategory · AI Citation Index
Spend Management
Enterprise ERP and procurement suites lead, but modern card-first platforms Ramp and Airbase surge in AI shortlists.
179 discovery queries · 298 head-to-heads · refreshed Oct 19, 2026
Discovery stage
The shortlist
Across 179 buyer-style "Spend Management" queries
Netsuite (67.04% shortlist rate) and SAP Ariba Payables (65.92%) anchor the top slots, reflecting entrenched ERP dominance. Ramp (63.69%), Coupa (62.57%), Bill (58.66%), and Airbase (58.10%) cluster tightly behind, showing AI models treat card-native and procure-to-pay platforms as viable alternatives. SAP Concur (57.54%) and Expensify (48.04%) round out the expense-management contingent, while Tipalti (50.28%) holds the AP automation middle.
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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
Coupa, SAP, Ramp, Brex, Netsuite, and Airbase all score 47 in head-to-head comparisons across 26 queries, signaling no clear winner in direct evaluations. SAP Concur and Bill trail narrowly at 45 across 25 queries. The median category score of 5 reveals most brands score far lower, highlighting a top-heavy competitive structure.
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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.
Trends
Over the last 12 months
Scores swung from 67 in April 2026 to 2 in September, then recovered to 9 in October (28-sample baseline). Airbase gained 14 points month-over-month; Ramp dropped 5. Small sample sizes (5–28 per month) make trend interpretation tentative.
Brands to know
In this category
ServiceNow Source-to-Pay Operations
Top unCited score (71) but absent from the shortlist top-10, indicating strong feature depth that AI models surface in specialized procurement queries rather than broad spend-management prompts.
Read brand profile →Tipalti
Score 68 and 50.28% shortlist rate position it as the leading AP automation specialist. Models cite it for global payables and multi-entity compliance scenarios where card platforms lack reach.
Read brand profile →Airbase
Score 66, rising 14 points in the latest trend period. Shortlist rate of 58.10% shows AI models increasingly pair it with Ramp and Brex in SMB and mid-market card + workflow queries.
Read brand profile →Ramp
Score 66 despite a 5-point decline. Third-highest shortlist rate (63.69%) reflects strong brand recognition, but evaluation parity at 47 suggests models see limited differentiation versus Brex and Airbase.
Read brand profile →Netsuite
Score 63 and the highest shortlist rate (67.04%) in the category. AI models default to it for ERP-embedded spend workflows, though evaluation score of 47 shows no technical edge over standalone platforms.
Read brand profile →Buyer questions
What AI cites for top Spend Management 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
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