AEO for kiosk software: AI search visibility ranking
How AI search engines rank kiosk software by visibility and citations. 20 brands measured quarterly 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 buyers inquire about Kiosk software, AI engines most frequently mention Scalefusion as the leader, achieving a 25% visibility across responses. SiteKiosk and Hexnode also stand out among the top brands. Scalefusion’s prominence is underlined by a 37.5% citation rate, indicating strong recognition when it comes to discussing kiosk solutions.
The rankings in these responses derive from a blend of industry-specific citations and reviews, primarily sourced from domains like hexnode.com, guideflow.com, and kioskindustry.org. These are often aggregator and review sites, meaning they pull together diverse opinions and expert reviews, influencing the brand visibility based on comprehensive data compilations and expert opinions.
For buyers examining this ranking list, it's crucial to consider the recentness and thoroughness of reviews along with third-party validation. AI engines prioritize topical authority and specific subcategory expertise, suggesting that these aspects will guide you to brands that are not only popular but also vetted for quality by reliable sources.
At a glance
What we observed in this category
Scalefusion leads the kiosk software category with a composite score of 28.8, driven by a citation rate of 37.5% that outpaces its own visibility score of 25.0%. SiteKiosk sits second at a composite of 26.2 but holds the highest raw visibility at 37.5% with zero citations, meaning AI surfaces it often but does not anchor sourcing to it. The gap between these two and the rest of the field is stark: every brand from rank 4 downward holds a composite score of 0.0, against a category average visibility of just 3.1%.
Hexnode presents the sharpest divergence between visibility and citation in this dataset. It has dropped to zero visibility yet carries a 62.5% citation rate, the highest in the category, making it the most trusted source AI draws on even though it no longer appears in direct brand mentions. SiteKiosk shows the inverse pattern: high visibility, zero citations. This split reveals that AI Mode in this category treats brand appearance and source credibility as largely independent signals, not reinforcing ones.
Google AI Mode is the dominant engine across all 20 brands in this audit, listed as the top engine for every brand without exception. The top cited sources list reinforces a pattern of third-party and industry-adjacent domains carrying weight: kioskindustry.org, reddit.com, kioskgroup.com, guideflow.com, and wavetec.com all appear alongside brand-owned domains. This suggests AI Mode is anchoring its kiosk software responses on a mix of vendor content and independent reference sites rather than relying on any single brand's own domain.
Movers & shakers since last refresh
Biggest visibility risers
-
Scalefusion 0% → 25% · rank #5 → #1+25pp
-
SiteKiosk 12% → 38% · rank #3 → #2+25pp
Biggest visibility fallers
-
Hexnode 12% → 0% · rank #1 → #3-12pp
-
KioWare 12% → 0% · rank #2 → #10-12pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
scalefusion.com
|
25% | 38% | Google AI Mode |
Scalefusion leads all brands with a composite score of 28.8, having risen from rank 5, with citation at 37.5% far exceeding the 5.0% category average. |
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| 2 |
sitekiosk.com
|
38% | 0% | Google AI Mode |
SiteKiosk holds the highest visibility at 37.5% but records zero citations, making it the clearest example of a brand seen but not sourced by AI Mode. |
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| 3 |
hexnode.com
|
0% | 62% | Google AI Mode |
Hexnode has fallen from rank 1 to rank 3 with zero current visibility, yet its 62.5% citation rate is the highest in the entire category. |
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| 4 |
42gears.com
|
0% | 0% | Google AI Mode |
SureLock sits at rank 4 with a composite score of 0.0, zero visibility, and zero citations, reflecting no measurable presence in Google AI Mode responses. |
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| 5 |
manageengine.com
|
0% | 0% | Google AI Mode |
ManageEngine matches SureLock at rank 5 with a composite score of 0.0 across both visibility and citation, despite being a broad SaaS platform with wider market presence. |
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| 6 |
raydiant.com
|
0% | 0% | Google AI Mode |
| 7 |
yodeck.com
|
0% | 0% | Google AI Mode |
| 8 |
touchbistro.com
|
0% | 0% | Google AI Mode |
| 9 |
lavu.com
|
0% | 0% | Google AI Mode |
| 10 |
kioware.com
|
0% | 0% | Google AI Mode |
| 11 |
esper.io
|
0% | 0% | Google AI Mode |
| 12 |
intuiface.com
|
0% | 0% | Google AI Mode |
| 13 |
toasttab.com
|
0% | 0% | Google AI Mode |
| 14 |
samsungknox.com
|
0% | 0% | Google AI Mode |
| 15 |
meraki.cisco.com
|
0% | 0% | Google AI Mode |
| 16 |
moki.com
|
0% | 0% | Google AI Mode |
| 17 |
poppulo.com
|
0% | 0% | Google AI Mode |
| 18 |
screencloud.com
|
0% | 0% | Google AI Mode |
| 19 |
optisigns.com
|
0% | 0% | Google AI Mode |
| 20 |
novisign.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 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 90 days and refresh this page automatically. How AI search ranking works →
Run an AEO audit on your own kiosk 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 kiosk software
Who leads AI visibility in kiosk software?
Scalefusion leads with a composite score of 28.8, having risen four rank positions and recording a 37.5% citation rate against a category average of 5.0%.
Which brand is cited most often by Google AI Mode in kiosk software?
Hexnode holds the highest citation rate at 62.5%, despite having zero current visibility, meaning AI Mode sources it heavily without directly naming it as a brand recommendation.
What sources does AI cite most for kiosk software research?
The top cited sources include hexnode.com, kioskindustry.org, reddit.com, kioskgroup.com, guideflow.com, wavetec.com, and scalefusion.com, combining brand-owned and independent third-party domains.
How concentrated is AI visibility in the kiosk software category?
Visibility is highly concentrated: only three of the 20 audited brands have a composite score above zero, and the category average visibility sits at just 3.1%.
Which brand has seen the biggest drop in AI visibility for kiosk software?
KioWare fell eight rank positions from rank 2 to rank 10, losing 12.5 percentage points of visibility and dropping to a composite score of 0.0.
Can a brand have high citations but low visibility in Google AI Mode for kiosk software?
Yes, Hexnode demonstrates this directly: it has zero visibility in AI responses but a 62.5% citation rate, showing that AI Mode treats sourcing and brand recommendation as separate signals.