Know your business software: AI search visibility ranking (2026)
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 AI engines like ChatGPT, Claude, and Perplexity answer questions about know your business (KYB) software, Kyckr comes up most often, appearing in 12.5% of tracked responses and earning citations in 50% of relevant answers. Middesk and Alloy round out the top three, each appearing regularly when buyers ask about automated business verification, onboarding, and compliance workflows.
The rankings reflect which sources AI engines trust most. The top cited domains include binderr.com, gbg.com, kyckr.com, middesk.com, and youtube.com. Several of these are vendor-owned properties rather than independent review aggregators, which means AI engines in this category are leaning heavily on product-specific content and fintech-focused publishers rather than software review platforms like G2 or Capterra. Brands with detailed, authoritative content on their own domains benefit most.
For a buyer using this page, the AI visibility scores are a proxy for third-party validation and content depth in this specific subcategory. A brand that ranks well here has built topical authority around KYB workflows, not just generic compliance topics. Before shortlisting, check whether the brands you consider have recent coverage on independent fintech sources, because that signals ongoing relevance to both AI engines and industry practitioners.
At a glance
What we observed in this categoryauto-generated
Kyckr leads the Know Your Business software category with a composite score of 23.8, ahead of Middesk at 20.0. Both share identical visibility of 12.5%, but the gap opens at citation rate: Kyckr is cited in 50% of responses versus Middesk at 37.5%. This citation gap is significant because it signals that Google AI Mode treats Kyckr as a more authoritative source, not merely a named brand. The category average visibility sits at just 3.1%, making both leaders substantial outliers.
A clear divergence exists between being named and being trusted in this category. Alloy, Trulioo, and Sumsub each achieve 12.5% visibility, matching the two leaders, yet their citation rates are 0.0%. This means Google AI Mode mentions them in responses but does not anchor to their own content as a source. ComplyAdvantage and Veriff show the inverse pattern, reaching 12.5% citation despite 0.0% visibility, suggesting their content is referenced without the brand being prominently named.
Google AI Mode is the dominant engine across all 20 brands in this category, with no other engine appearing as a top performer for any brand. The top cited sources include binderr.com, gbg.com, and fraud.net alongside kyckr.com and middesk.com, indicating that AI responses draw heavily on third-party compliance and registry platforms rather than vendor sites alone. YouTube also appears in the top cited sources list, pointing to video content playing a role in how AI constructs answers in this category.
Movers & shakers since last refresh
Biggest visibility risers
-
Kyckr 0% → 12% · rank #0 → #1+12pp
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Middesk 0% → 12% · rank #0 → #2+12pp
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Alloy 0% → 12% · rank #0 → #3+12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
kyckr.com
|
12% | 50% | Google AI Mode |
Kyckr holds the top composite score of 23.8, with a 50% citation rate that is 44.4 percentage points above the category average of 5.6%. |
||||
| 2 |
middesk.com
|
12% | 38% | Google AI Mode |
Middesk matches Kyckr on visibility at 12.5% but trails on citations at 37.5%, giving it a composite score of 20.0 versus Kyckr's 23.8. |
||||
| 3 |
alloy.com
|
12% | 0% | Google AI Mode |
Alloy reaches 12.5% visibility, four times the category average, but its 0.0% citation rate caps its composite score at 8.8, well below Middesk. |
||||
| 4 |
trulioo.com
|
12% | 0% | Google AI Mode |
Trulioo shares the same 12.5% visibility and 0.0% citation profile as Alloy and Sumsub, producing an identical composite score of 8.8. |
||||
| 5 |
sumsub.com
|
12% | 0% | Google AI Mode |
Sumsub is named in AI responses at 12.5% visibility but receives zero citations, suggesting its own content is not being used as a source by Google AI Mode. |
||||
| 6 |
complyadvantage.com
|
0% | 12% | Google AI Mode |
| 7 |
veriff.com
|
0% | 12% | Google AI Mode |
| 8 |
withpersona.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 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 →
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 →
Get your own know your business 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 know your business software AI visibility
Who leads AI visibility in Know Your Business software?
Kyckr leads with a composite score of 23.8 and a citation rate of 50%, ahead of Middesk at 20.0. Both entered the rankings this period from a previous visibility of 0%.
What is the average AI visibility for KYB software brands?
The category average visibility is 3.1% and the average citation rate is 5.6%, indicating that most of the 20 tracked brands have very limited presence in Google AI Mode responses.
Which KYB brands are cited by AI but not prominently named?
ComplyAdvantage and Veriff each have a 12.5% citation rate despite 0.0% visibility, meaning Google AI Mode references their content without prominently naming them in responses.
What sources does AI cite most for KYB software research?
The top cited sources include binderr.com, gbg.com, kyckr.com, middesk.com, and fraud.net, alongside youtube.com, showing AI anchors on third-party compliance platforms and video content as well as vendor sites.
Which KYB brands are visible in AI responses but never cited as a source?
Alloy, Trulioo, and Sumsub all achieve 12.5% visibility but have 0.0% citation rates, meaning they are mentioned by name but their own domains are not being used as references.
Which AI engine dominates KYB software visibility?
Google AI Mode is the top engine for every brand across all 20 tracked in this category, with no other engine appearing as a leading source for any brand.