Kiosk software: AI search visibility ranking (2026)
How AI search engines rank kiosk 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. Kiosk software used to lock down devices, power self-service experiences, run check-in workflows, and manage unattended screens across retail and service environments. 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 asked about Kiosk software, AI engines frequently highlight Hexnode as the leader, with notable mentions of KioWare and SiteKiosk as top contenders. Hexnode stands out with a visibility percentage of 12.5, indicating its strong presence in AI-generated content on this topic.
The rankings reflect data pulled from widely cited sources like wavetec.com and hexnode.com, as well as popular forums such as Reddit and community.ibm.com. These sources are a mix of official sites and community-based review platforms, suggesting that both technical specs and user feedback influence the AI's recommendations.
For buyers, this ranking means focusing on brands that enjoy broad recognition and validation from both recent user reviews and technical experts. When choosing a Kiosk software, consider the brands that AI engines frequently cite, as they likely offer reliable, well-recognized solutions in this space.
At a glance
What we observed in this category
Hexnode holds the top composite score of 20.0, more than double the 8.8 scores of KioWare and SiteKiosk at ranks 2 and 3. That gap matters because Hexnode is the only brand combining meaningful visibility (12.5%) with a substantial citation rate (37.5%), making it the sole brand AI Mode treats as both named and trusted. The category average visibility sits at just 1.9%, meaning even the top three brands are far above the norm, while 14 of 20 tracked brands register zero visibility and zero citations.
KioWare and SiteKiosk share identical visibility percentages (12.5%) with Hexnode yet carry 0.0% citation rates, illustrating a sharp divergence between being named and being cited as a source. Esper presents the inverse pattern: 0.0% visibility but a 12.5% citation rate, meaning AI Mode references Esper content without surfacing the brand in direct answers. Scalefusion previously led at rank 1 with 25.0% visibility but has collapsed to 0.0% visibility and 0.0% citations, the largest single drop recorded in this audit cycle.
Google AI Mode is the dominant engine across all 10 ranked brands, with every brand listing it as their top engine. The top cited external sources include wavetec.com, reddit.com, community.ibm.com, and community.spiceworks.com alongside hexnode.com itself, suggesting AI Mode anchors kiosk software answers on a mix of vendor content, community forums, and specialist trade sites rather than mainstream review platforms. The presence of youtube.com and miniorange.com in the citation list points to a broad content-type appetite in this category.
Movers & shakers since last refresh
Biggest visibility risers
-
Hexnode 0% → 12% · rank #2 → #1+12pp
-
KioWare 0% → 12% · rank #5 → #2+12pp
-
SiteKiosk 0% → 12% · rank #15 → #3+12pp
Biggest visibility fallers
-
Scalefusion 25% → 0% · rank #1 → #5-25pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
hexnode.com
|
12% | 38% | Google AI Mode |
Hexnode leads with a composite score of 20.0, the only brand combining 12.5% visibility with a 37.5% citation rate, far above the 2.5% category citation average. |
||||
| 2 |
kioware.com
|
12% | 0% | Google AI Mode |
KioWare matches Hexnode on visibility at 12.5% but holds a 0.0% citation rate, giving it a composite score of 8.8 and no trusted-source status in AI Mode. |
||||
| 3 |
sitekiosk.com
|
12% | 0% | Google AI Mode |
SiteKiosk rose 12 places from rank 15 to rank 3 this cycle, gaining 12.5% visibility from zero, yet its 0.0% citation rate caps its composite score at 8.8. |
||||
| 4 |
esper.io
|
0% | 12% | Google AI Mode |
Esper is cited 12.5% of the time despite 0.0% visibility, scoring 3.8 composite, indicating AI Mode uses Esper content as a source without naming it in answers. |
||||
| 5 |
scalefusion.com
|
0% | 0% | Google AI Mode |
Scalefusion fell from rank 1 to rank 5, losing all 25.0% of previous visibility and 50.0 percentage points of citations, landing at a composite score of 0.0. |
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| 6 |
42gears.com
|
0% | 0% | Google AI Mode |
| 7 |
intuiface.com
|
0% | 0% | Google AI Mode |
| 8 |
toasttab.com
|
0% | 0% | Google AI Mode |
| 9 |
samsungknox.com
|
0% | 0% | Google AI Mode |
| 10 |
meraki.cisco.com
|
0% | 0% | Google AI Mode |
| 11 |
moki.com
|
0% | 0% | Google AI Mode |
| 12 |
poppulo.com
|
0% | 0% | Google AI Mode |
| 13 |
screencloud.com
|
0% | 0% | Google AI Mode |
| 14 |
optisigns.com
|
0% | 0% | Google AI Mode |
| 15 |
novisign.com
|
0% | 0% | Google AI Mode |
| 16 |
touchbistro.com
|
0% | 0% | Google AI Mode |
| 17 |
lavu.com
|
0% | 0% | Google AI Mode |
| 18 |
manageengine.com
|
0% | 0% | Google AI Mode |
| 19 |
raydiant.com
|
0% | 0% | Google AI Mode |
| 20 |
yodeck.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on kiosk 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 kiosk 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 kiosk software AI visibility
Who leads AI visibility in kiosk software?
Hexnode leads with a composite score of 20.0, driven by 12.5% visibility and a 37.5% citation rate. No other brand in the category comes close to that citation figure.
What is the overall AI visibility level across kiosk software brands?
The category average visibility is just 1.9% and average citation rate is 2.5%, with 14 of 20 tracked brands recording zero visibility and zero citations.
Which brands are named by AI Mode but not cited as trusted sources?
KioWare and SiteKiosk both appear in AI answers (12.5% visibility each) but carry 0.0% citation rates, meaning AI Mode names them without drawing on their content as sources.
Which brand is cited by AI Mode without being named in answers?
Esper has a 12.5% citation rate but 0.0% visibility, meaning Google AI Mode references Esper content as a source while not surfacing the brand in direct responses.
What sources does AI cite most for kiosk software research?
The top cited sources include wavetec.com, hexnode.com, reddit.com, community.ibm.com, community.spiceworks.com, youtube.com, kiosk.com, and miniorange.com, spanning vendor, forum, and trade site content types.
Which brand saw the biggest drop in AI visibility this audit cycle?
Scalefusion dropped from rank 1 to rank 5, losing 25.0 percentage points of visibility and 50.0 percentage points of citations, falling to a composite score of 0.0.