Top 20 treasury management software by AI search visibility (2026)
Treasury management software used to manage cash visibility, payments, liquidity, forecasting, risk, and banking workflows for finance teams and global businesses. Ranked by a composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
Refreshed Jun 06, 2026At a glance
What we observed in this categoryauto-generated
Nomentia leads the treasury management software category with a composite score of 30.0, driven entirely by a 100% citation rate despite zero visibility — meaning Google AI Mode references Nomentia's domain without surfacing it in named brand mentions. HighRadius follows at 18.8 composite, with a 62.5% citation rate, while Kyriba and Cobase are tied at 11.2. The gap between Nomentia and fifth-ranked FIS (3.8) is substantial, and ranks 6–10 — including SAP and Oracle — register zero citation and zero visibility, a striking absence for two of enterprise software's largest players.
Across all 20 brands, average visibility sits at 0.0%, while average citation reaches only 12.5%, revealing a category where AI Mode references sources without attributing named brand mentions at scale. Every brand's top engine is Google AI Mode exclusively, suggesting no meaningful differentiation across other engines in this audit. The divergence between citation and visibility is most acute at the top: Nomentia is cited in every query sampled yet achieves no visibility score, indicating AI Mode trusts and links to its content without presenting it as a recommended brand in-response.
The top cited sources list reveals Google AI Mode is anchoring heavily on third-party and aggregator content: kosh.ai appears first, ahead of highradius.com and nomentia.com, with gartner.com, linkedin.com, rho.co, atlar.com, and ramp.com also featuring. The presence of rho.co and ramp.com — neither of which rank in the top 10 brands — suggests AI Mode draws on fintech content sites and comparison resources rather than vendor domains alone. Gartner's inclusion confirms analyst and review platforms remain influential citation anchors in this category.
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
nomentia.com
|
0% | 100% | Google AI Mode |
Nomentia holds a category-leading 100% citation rate and composite score of 30.0, more than 59% higher than second-ranked HighRadius, despite zero visibility score. |
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| 2 |
highradius.com
|
0% | 62% | Google AI Mode |
HighRadius achieves a 62.5% citation rate and 18.8 composite score, placing it second but at less than two-thirds of Nomentia's citation frequency, while also appearing as a top cited source domain. |
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| 3 |
kyriba.com
|
0% | 38% | Google AI Mode |
Kyriba ties Cobase at 37.5% citation rate and 11.2 composite score, sitting mid-table despite being a widely recognised treasury platform, indicating limited AI Mode content traction. |
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| 4 |
cobase.com
|
0% | 38% | Google AI Mode |
Cobase matches Kyriba exactly — 37.5% citation rate and 11.2 composite — a notable result for a smaller vendor competing on equal AI visibility terms with a much larger peer. |
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| 5 |
fisglobal.com
|
0% | 12% | Google AI Mode |
FIS records only a 12.5% citation rate and 3.8 composite score, matching the category average citation rate and well below Kyriba and Cobase despite its broad financial software market presence. |
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| 6 |
gtreasury.com
|
0% | 0% | Google AI Mode |
| 7 |
coupa.com
|
0% | 0% | Google AI Mode |
| 8 |
iongroup.com
|
0% | 0% | Google AI Mode |
| 9 |
sap.com
|
0% | 0% | Google AI Mode |
| 10 |
oracle.com
|
0% | 0% | Google AI Mode |
| 11 |
trovata.io
|
0% | 0% | Google AI Mode |
| 12 |
bottomline.com
|
0% | 0% | Google AI Mode |
| 13 |
cashanalytics.com
|
0% | 0% | Google AI Mode |
| 14 |
hazeltree.com
|
0% | 0% | Google AI Mode |
| 15 |
zentreasury.com
|
0% | 0% | Google AI Mode |
| 16 |
bellin.com
|
0% | 0% | Google AI Mode |
| 17 |
accesspay.com
|
0% | 0% | Google AI Mode |
| 18 |
salmonsoftware.ie
|
0% | 0% | Google AI Mode |
| 19 |
embat.io
|
0% | 0% | Google AI Mode |
| 20 |
agicap.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on treasury management software, these are the domains Google AI Mode cited most often. If you're not on this list — or if your competitors are — that's a concrete PR / linkbuilding target.
How to read this ranking
Four things worth knowing before you act on the numbers above. These are the same definitions across every industry page — for category-specific observations, see the What we observed section above (where available) and the per-brand insights inline in the ranking.
Visibility = being named
A brand's visibility % is the share of AI answers that mention it by name in the response prose. This is who AI engines actively recommend to the buyer.
Citation rate = being trusted
Citation rate is the share of AI answers that include the brand's domain as a clickable source link. This is what the AI treats as authoritative evidence — different from being named.
Top engine differs by brand
The "top engine" column shows which AI surface each brand performs best on. Big gaps between a brand's score across engines usually points to specific content or schema gaps.
Rankings move month to month
AI engines re-crawl and re-rank on shorter cycles than classical search. We re-audit every brand on this list at least every 30 days and refresh this page automatically.
Get your own treasury management software brand audited
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Frequently asked about treasury management software AI visibility
Who leads AI visibility in treasury management software?
Nomentia leads with a composite score of 30.0 and a 100% citation rate across sampled queries in Google AI Mode, significantly ahead of HighRadius at 18.8 and Kyriba at 11.2.
What is the overall AI visibility level across treasury management software brands?
Average visibility across the 20 brands audited is 0.0%, and average citation stands at just 12.5%, indicating the category has very low AI presence overall even for top-ranked vendors.
What sources does Google AI Mode cite most for treasury management software research?
The top cited sources are kosh.ai, highradius.com, nomentia.com, gartner.com, linkedin.com, rho.co, atlar.com, and ramp.com, suggesting AI Mode blends vendor content with third-party aggregators and analyst platforms.
Do major enterprise vendors like SAP and Oracle appear in AI-generated treasury software responses?
No — SAP and Oracle both record 0.0% citation and 0.0% composite score in this audit, meaning Google AI Mode does not currently reference them in treasury management software responses.
Which engine dominates AI citations in this category?
Google AI Mode is the sole top engine for every brand in this audit, with no other engine registering as a leading citation source for any of the 20 brands tracked.
How does citation rate relate to visibility score in this category, and what does that mean for brands?
All brands show 0.0% visibility despite some having high citation rates — Nomentia at 100% — meaning Google AI Mode links to brand content without presenting brands as named recommendations in-response.