Subcategory · AI Citation Index
Spend Management
Ramp leads 120-brand field; Netsuite and Coupa dominate shortlists but Ramp scores highest at 74.
179 discovery queries · 299 head-to-heads · refreshed Jul 26, 2026
Discovery stage
The shortlist
Across 179 buyer-style "Spend Management" queries
Netsuite appears in 67% of shortlists (120 of 179 prompts), but Ramp edges ahead with a 74 citation score versus Netsuite's 63. Coupa (63% shortlist rate, 447 mentions) and Bill (59%, 340 mentions) round out the consensus quartet. Airbase and Tipalti trail closely at 58% and 50% respectively, while legacy SAP tools (Ariba, Concur) hover near 45%.
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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, and Airbase—tie at an average evaluation score of 47 across 26 head-to-head queries. SAP Concur and Bill follow at 45 across 25 comparisons. With a median score of just 5, direct comparison data remains thin; most evaluation signal concentrates on the top six.
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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
Top citation score of 74 despite trailing Netsuite in raw shortlist appearances. AI models consistently rank Ramp's automation and corporate-card integration ahead of incumbents.
Read brand profile →ServiceNow Source-to-Pay Operations
Score of 71 places it second overall, yet it does not crack the top-ten shortlist by appearance. Strong signal in niche procurement workflows but lower general awareness.
Read brand profile →Airbase
Posted a +14 trend delta and appears in 58% of shortlists. Ties with Ramp, Brex, and others at evaluation score 47, signaling rapid parity with established players.
Read brand profile →Coupa
Third by shortlist rate (63%) but scores only 58—below Ramp and Bill. Evaluation queries place it level with SAP and Netsuite at 47, suggesting enduring enterprise credibility.
Read brand profile →Netsuite
Appears in more shortlists than any competitor (67%), yet scores 63—below Ramp and ServiceNow. Brand recognition remains unmatched; citation quality lags newer challengers.
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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