AEO for know your business software: AI search visibility ranking
How AI search engines rank know your business 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. Know your business software used to verify companies, ownership structures, tax status, and onboarding risk for regulated financial workflows. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
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When evaluating Know your business software, AI engines most frequently point to Middesk as the leading choice. It boasts a visibility of 12.5 percent in AI-driven discussions, with Sumsub and Kyckr also making notable appearances. Middesk's prominent mention can guide buyers seeking tried-and-tested solutions that consistently earn recognition.
The rankings reflect the frequency of citations from key sources like binderr.com and compliancely.com, which often act as aggregators or review sites. These platforms provide a wealth of information from numerous users and experts, influencing AI responses and impacting brand visibility in this software category.
For buyers examining this list, prioritize brands with recent reviews and strong third-party validation, as AI engines value these factors. Additionally, consider the topical authority a brand commands in the specific subcategory of Know your business software, which can indicate its reliability and effectiveness.
At a glance
What we observed in this category
Middesk leads the Know Your Business software category with a composite score of 20.0, the only brand to combine meaningful visibility (12.5%) with a high citation rate (37.5%). The gap between Middesk and second-placed Sumsub (composite 12.5) is significant because Sumsub achieves that score on visibility alone, with a citation rate that matches its visibility exactly at 12.5%. No other brand in the top five reaches a double-digit composite through the same balanced profile, making Middesk the only brand currently earning both presence and trust signals from Google AI Mode.
A striking divergence appears between named visibility and citation trust in this category. Kyckr and Persona both hold 0.0% visibility yet each carries a 37.5% citation rate, placing them third and fourth overall. Trulioo shows the opposite pattern, appearing in 12.5% of responses but receiving zero citations. This split reveals that Google AI Mode references some brands as sources without surfacing them as named answers, while other brands are mentioned by name without their content being cited as a credible source.
Google AI Mode is the top engine for every brand in this category without exception. The top cited external sources include binderr.com, compliancely.com, gbg.com, and aiprise.com, none of which appear in the ranked brand list, suggesting the AI anchors on third-party compliance and aggregator domains rather than vendor sites alone. The category average visibility sits at just 1.9%, confirming that AI-generated responses in this space are sparse and concentrated among a very small number of players.
Movers & shakers since last refresh
Biggest visibility fallers
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Kyckr 12% → 0% · rank #1 → #3-12pp
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Alloy 12% → 0% · rank #3 → #6-12pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
middesk.com
|
12% | 38% | Google AI Mode |
Middesk is the only brand combining 12.5% visibility with a 37.5% citation rate, giving it a composite score of 20.0, well above the 1.9% category visibility average. |
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| 2 |
sumsub.com
|
12% | 12% | Google AI Mode |
Sumsub matches Middesk on visibility at 12.5% but its citation rate is 25 percentage points lower, producing a composite of 12.5 versus Middesk's 20.0. |
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| 3 |
kyckr.com
|
0% | 38% | Google AI Mode |
Kyckr holds a 37.5% citation rate despite zero visibility, a sharp reversal from its previous rank of 1, where it held 12.5% visibility alongside citations. |
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| 4 |
withpersona.com
|
0% | 38% | Google AI Mode |
Persona mirrors Kyckr exactly with 0.0% visibility and 37.5% citation rate, suggesting its content is treated as a reference source rather than a named answer by Google AI Mode. |
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| 5 |
trulioo.com
|
12% | 0% | Google AI Mode |
Trulioo achieves 12.5% visibility but records a 0.0% citation rate, meaning it appears in AI responses by name yet its own content is not being pulled as a cited source. |
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| 6 |
alloy.com
|
0% | 25% | Google AI Mode |
| 7 |
complyadvantage.com
|
0% | 0% | Google AI Mode |
| 8 |
veriff.com
|
0% | 0% | Google AI Mode |
| 9 |
ondato.com
|
0% | 0% | Google AI Mode |
| 10 |
sardine.ai
|
0% | 0% | Google AI Mode |
| 11 |
plaid.com
|
0% | 0% | Google AI Mode |
| 12 |
risk.lexisnexis.com
|
0% | 0% | Google AI Mode |
| 13 |
moodys.com
|
0% | 0% | Google AI Mode |
| 14 |
dnb.com
|
0% | 0% | Google AI Mode |
| 15 |
taktile.com
|
0% | 0% | Google AI Mode |
| 16 |
moodys.com
|
0% | 0% | Google AI Mode |
| 17 |
incode.com
|
0% | 0% | Google AI Mode |
| 18 |
unit21.ai
|
0% | 0% | Google AI Mode |
| 19 |
seon.io
|
0% | 0% | Google AI Mode |
| 20 |
fullcircl.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on know your business 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 AEO 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. More on visibility →
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. More on citation rate →
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. How AI engines pick sources →
AEO 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. How AI search ranking works →
Run an AEO audit on your own know your business software brand
The brands above were curated from public market-leader lists. Want the same answer engine optimisation 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 AEO for know your business software
Who leads AI visibility in Know Your Business software?
Middesk leads with a composite score of 20.0, combining 12.5% visibility and 37.5% citations. No other brand in the category achieves both metrics above single digits simultaneously.
What is the average AI visibility for KYB software brands?
The category average visibility is just 1.9%, with an average citation rate of 7.5% across 20 tracked brands, indicating very concentrated AI presence among a handful of players.
Which KYB brands are cited by AI but not visibly named in responses?
Kyckr and Persona each hold a 37.5% citation rate despite 0.0% visibility, meaning Google AI Mode uses their content as reference sources without surfacing them as named answers.
What sources does Google AI Mode anchor on for KYB category research?
The top cited sources include binderr.com, compliancely.com, gbg.com, and aiprise.com, all of which are third-party or aggregator domains rather than primary vendor sites.
Which KYB brands have lost the most AI visibility recently?
Kyckr and Alloy are the biggest fallers, both dropping 12.5 percentage points in visibility. Kyckr fell from rank 1 to rank 3, while Alloy dropped from rank 3 to rank 6.
Is there any KYB brand with high visibility but low citation trust?
Trulioo appears in 12.5% of AI responses but has a 0.0% citation rate, making it the clearest example of a brand named in AI answers without its content being trusted as a cited source.