Fund accounting software: AI search visibility ranking (2026)
How AI search engines rank fund accounting software by visibility and citations. 20 brands measured monthly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Fund accounting software used by nonprofits, governments, and mission-driven organizations to manage restricted funds, grants, budgets, and reporting. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
Refreshed Jun 12, 2026Download this ranking as a PDF
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At a glance
What we observed in this categoryauto-generated
Sage Intacct holds a commanding lead in this category with a visibility score of 37.5%, compared to the category average of 4.4%. Every other named brand sits at 12.5% visibility or below, meaning the gap between first and second place is three times the average category visibility. Blackbaud Financial Edge NXT and Aplos share second place at 12.5% visibility and 12.5% citation, making the distance between the leader and the chasing pack a structurally significant feature of this landscape.
A notable divergence between visibility and citation appears at ranks 4 through 7. MIP Fund Accounting and AccuFund both register 12.5% visibility but hold zero citation share, while Araize FastFund shows the inverse pattern: zero visibility paired with a 25% citation rate. This means AI responses reference Araize FastFund as a source more frequently than any brand except Sage Intacct, yet it never appears as a named recommendation. MoneyMinder shows a similar citation-without-visibility pattern at 12.5% citation and zero visibility.
All ten ranked brands list Google AI Mode as their top engine, confirming this category's AI visibility is driven entirely by a single engine. The top cited sources include youtube.com, fundcount.com, thecfoclub.com, and accountingseed.com, none of which are primary vendor domains among the ranked brands. This suggests Google AI Mode is anchoring fund accounting responses on third-party review and editorial content rather than brand-owned pages, which explains why citation share and named visibility can diverge so sharply across this category.
Movers & shakers since last refresh
Biggest visibility risers
-
Sage Intacct 25% → 38% · rank #1 → #1+12pp
-
AccuFund 0% → 12% · rank #6 → #5+12pp
Biggest visibility fallers
-
MoneyMinder 12% → 0% · rank #3 → #7-12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
sage.com
|
38% | 12% | Google AI Mode |
Sage Intacct leads with 37.5% visibility and a composite score of 30.0, more than double the combined composite scores of the four brands ranked immediately below it. |
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| 2 |
blackbaud.com
|
12% | 12% | Google AI Mode |
Blackbaud Financial Edge NXT matches Aplos exactly at 12.5% visibility and 12.5% citation, producing an identical composite score of 12.5 and no differentiation between the two in AI responses. |
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| 3 |
aplos.com
|
12% | 12% | Google AI Mode |
Aplos sits at the same composite score of 12.5 as Blackbaud, but its citation parity with a sector-specialist nonprofit tool signals AI treats both as equally credible mid-tier options. |
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| 4 |
communitybrands.com
|
12% | 0% | Google AI Mode |
MIP Fund Accounting achieves 12.5% visibility but zero citation share, giving it a composite score of 8.8 and indicating AI names but does not anchor content on its domain. |
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| 5 |
accufund.com
|
12% | 0% | Google AI Mode |
AccuFund entered the visibility rankings this period from zero, rising to 12.5% visibility, yet its citation rate also dropped 12.5 points, leaving its composite score equal to MIP at 8.8. |
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| 6 |
araize.com
|
0% | 25% | Google AI Mode |
| 7 |
moneyminder.com
|
0% | 12% | Google AI Mode |
| 8 |
abila.com
|
0% | 0% | Google AI Mode |
| 9 |
netsuite.com
|
0% | 0% | Google AI Mode |
| 10 |
sylogist.com
|
0% | 0% | Google AI Mode |
| 11 |
unit4.com
|
0% | 0% | Google AI Mode |
| 12 |
multiviewcorp.com
|
0% | 0% | Google AI Mode |
| 13 |
xledger.com
|
0% | 0% | Google AI Mode |
| 14 |
serenic.com
|
0% | 0% | Google AI Mode |
| 15 |
springbrooksoftware.com
|
0% | 0% | Google AI Mode |
| 16 |
cougarmountainsoftware.com
|
0% | 0% | Google AI Mode |
| 17 |
workday.com
|
0% | 0% | Google AI Mode |
| 18 |
intuit.com
|
0% | 0% | Google AI Mode |
| 19 |
cyma.com
|
0% | 0% | Google AI Mode |
| 20 |
iconcmo.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on fund accounting 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 fund accounting software brand audited
The brands above were curated from public market-leader lists. Want the same measurement against your own brand — including the queries you appear on, which competitors get named instead, and a prioritised fix list? Run a free preview.
Frequently asked about fund accounting software AI visibility
Who leads AI visibility in fund accounting software?
Sage Intacct leads with 37.5% visibility and a composite score of 30.0, which is more than double the score of any other brand in the category. The category average visibility sits at just 4.4%, making Sage Intacct's position highly concentrated.
Which fund accounting brands are cited by AI but rarely named as recommendations?
Araize FastFund holds a 25% citation rate but zero visibility, meaning AI pulls it as a reference source without naming it as a top recommendation. MoneyMinder shows the same pattern with 12.5% citation and zero visibility.
What sources does AI cite most for fund accounting software research?
The top cited sources include youtube.com, fundcount.com, thecfoclub.com, accountingseed.com, and osfin.ai, none of which are the primary domains of the ranked vendor brands. This indicates AI is anchoring responses on third-party editorial and review content.
Which engine drives AI visibility for fund accounting software brands?
Every ranked brand in this category lists Google AI Mode as its top engine, meaning the entire AI visibility landscape for this category is currently concentrated on a single platform.
Which brands gained or lost the most AI visibility in this category recently?
Sage Intacct gained 12.5 visibility points to reach 37.5%, while AccuFund entered the rankings with a 12.5-point gain from zero. MoneyMinder was the biggest faller, dropping 12.5 points to zero visibility and falling four places from rank 3 to rank 7.
How concentrated is AI visibility in the fund accounting software category?
Visibility is highly concentrated: Sage Intacct alone accounts for 37.5% while the category average is 4.4%, and six of the top ten ranked brands hold a composite score of zero or near zero. Most brands in the 20-brand set have no measurable AI presence.