Subcategory · AI Citation Index
Spend Management
Ramp leads on citation volume; Netsuite tops shortlist frequency. Airbase rising 14pts, avg scores volatile across four months.
179 discovery queries · 299 head-to-heads · refreshed Jul 19, 2026
Discovery stage
The shortlist
Across 179 buyer-style "Spend Management" queries
Netsuite appears in 67% of prompts (120/179), edging Ramp (64%) and Coupa (63%) for top shortlist frequency. Ramp captures the highest mention count at 478 and the strongest unCited score of 74, while Bill and Airbase tie at 66. All top-ten brands span four LLM models, signaling cross-platform consensus.
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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
Six brands—Coupa, SAP, Ramp, Brex, Netsuite, Airbase—share the median evaluation score of 47 across 26 head-to-head queries. SAP Concur and Bill trail at 45 over 25 comparisons. The narrow 2-point spread and uniform query counts suggest LLMs see functional parity among enterprise and fintech contenders.
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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
Ramp
Highest mention count (478) and unCited score (74) mark Ramp as the AI-recommended default for corporate cards and AP automation. Its 64% shortlist rate trails only Netsuite's broader ERP footprint.
Read brand profile →Netsuite
Leads shortlist frequency at 67% despite a middling score of 63. LLMs treat it as the safe ERP anchor for spend workflows, though specialist tools outrank it on feature depth.
Read brand profile →Airbase
Rose 14 points in recent months and ties Bill at a score of 66. Its 58% shortlist rate and 341 mentions position it as the emerging all-in-one platform challenging Ramp and Brex.
Read brand profile →Coupa
Cited in 63% of prompts with 447 mentions, Coupa holds the enterprise procurement lane. Its score of 58 lags fintech rivals, reflecting legacy UX and integration friction.
Read brand profile →Tipalti
Score of 68 and 50% shortlist rate underscore strength in global AP and supplier payments. LLMs recommend it when cross-border tax compliance and mass payouts dominate requirements.
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
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