Application security posture management software: AI search visibility ranking (2026)
How AI search engines rank application security posture management 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. Application security posture platforms used to unify findings, prioritize risk, map code exposure, and improve software security programs. 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 ask about Application security posture management software, AI engines frequently spotlight Cycode as the leader in this field. Cycode is recognized alongside ArmorCode and Aikido Security. Cycode holds an impressive 25% visibility and commands 100% citation among the AI-driven queries, indicating strong recognition and endorsement from AI sources.
The rankings reflect data from frequently cited sources such as accuknox.com, cycode.com, and invicti.com. Many of these are aggregator or review sites, suggesting that the AI engines rely on a combination of industry expertise and user feedback to determine brand rankings. Being featured on these reputable sites amplifies a brand's perceived reliability.
For buyers evaluating which brand to choose, it's important to consider how recent reviews and third-party validations influence AI-generated suggestions. AI engines prioritize brands like those with authoritative presence and comprehensive feedback in the application security subcategory. This means a brand's up-to-date reputation and expert validation significantly impact its ranking and should factor into purchasing decisions.
At a glance
What we observed in this category
Cycode leads the ASPM category with a composite score of 47.5, built on a 100% citation rate despite visibility of only 25%. ArmorCode holds the highest raw visibility at 37.5% but converts that into just a 25% citation rate, producing a composite score of 33.8. The gap between Cycode and ArmorCode (47.5 vs 33.8) is meaningful because it shows that citation trust, not mere mention frequency, is the stronger driver of composite rank in this category.
The visibility-versus-citation divergence is sharp across multiple brands. Checkmarx One has zero visibility yet a 62.5% citation rate, making it the clearest example of a brand that is trusted as a source but not actively named in AI-generated answers. Apiiro shows the reverse pattern: 25% visibility with a 0% citation rate. ArmorCode and Legit Security follow a similar named-but-not-cited pattern, suggesting AI Mode surfaces them in responses without linking to their domains.
Every top-10 brand's leading engine is Google AI Mode, with no other engine appearing in the data at all. Among the top cited sources, third-party domains such as accuknox.com, peerspot.com, invicti.com, and appsecsanta.com appear alongside brand-owned domains like cycode.com and checkmarx.com. This indicates Google AI Mode is anchoring ASPM answers on a mix of vendor content and independent review or commentary sites rather than a single authoritative source type.
Movers & shakers since last refresh
Biggest visibility risers
-
ArmorCode 0% → 38% · rank #7 → #2+38pp
-
Apiiro 0% → 25% · rank #6 → #8+25pp
-
Aikido Security 12% → 25% · rank #2 → #3+12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
cycode.com
|
25% | 100% | Google AI Mode |
Cycode leads with a composite score of 47.5 and a category-high 100% citation rate, despite visibility of only 25%, well above the 18.8% category citation average. |
||||
| 2 |
armorcode.com
|
38% | 25% | Google AI Mode |
ArmorCode has the highest visibility in the top 5 at 37.5%, but its 25% citation rate is far below Cycode's, limiting its composite score to 33.8. |
||||
| 3 |
aikido.dev
|
25% | 50% | Google AI Mode |
Aikido Security matches Cycode's 25% visibility but achieves a 50% citation rate, and recorded the third-largest visibility gain this period, rising 12.5 points. |
||||
| 4 |
arnica.io
|
12% | 50% | Google AI Mode |
Arnica converts low 12.5% visibility into a 50% citation rate, the highest citation-to-visibility ratio in the top 5, producing a composite score of 23.8. |
||||
| 5 |
legitsecurity.com
|
25% | 12% | Google AI Mode |
Legit Security holds 25% visibility but only a 12.5% citation rate, the lowest among the top 5, pushing its composite score down to 21.2. |
||||
| 6 |
ox.security
|
12% | 38% | Google AI Mode |
| 7 |
checkmarx.com
|
0% | 62% | Google AI Mode |
| 8 |
apiiro.com
|
25% | 0% | Google AI Mode |
| 9 |
snyk.io
|
12% | 12% | Google AI Mode |
| 10 |
jit.io
|
12% | 0% | Google AI Mode |
| 11 |
veracode.com
|
12% | 0% | Google AI Mode |
| 12 |
endorlabs.com
|
0% | 12% | Google AI Mode |
| 13 |
mend.io
|
0% | 12% | Google AI Mode |
| 14 |
jupiterone.com
|
0% | 0% | Google AI Mode |
| 15 |
brinqa.com
|
0% | 0% | Google AI Mode |
| 16 |
nucleussec.com
|
0% | 0% | Google AI Mode |
| 17 |
seemplicity.com
|
0% | 0% | Google AI Mode |
| 18 |
amplifier.security
|
0% | 0% | Google AI Mode |
| 19 |
phoenix.security
|
0% | 0% | Google AI Mode |
| 20 |
escape.tech
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on application security posture management 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 application security posture management 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 application security posture management software AI visibility
Who leads AI visibility in application security posture management software?
Cycode leads with a composite score of 47.5, driven by a 100% citation rate. ArmorCode ranks second with the highest raw visibility at 37.5% but a much lower citation rate of 25%.
What is the average visibility for ASPM brands in Google AI Mode?
The category average visibility is 10% and the average citation rate is 18.8%, meaning most of the 20 tracked brands have very limited AI presence.
Which ASPM brand has the biggest gap between visibility and citation trust?
Checkmarx One is the clearest outlier, with 0% visibility but a 62.5% citation rate, meaning AI Mode cites its domain as a source without naming it in generated answers.
What sources does Google AI Mode cite most for ASPM research?
The top cited sources include accuknox.com, cycode.com, peerspot.com, invicti.com, checkmarx.com, and appsecsanta.com, a mix of vendor-owned and third-party commentary domains.
Which ASPM brands have risen most in AI visibility recently?
ArmorCode made the largest jump, moving from rank 7 to rank 2 with a visibility delta of 37.5 points from a previous baseline of zero. Apiiro and Aikido Security also recorded notable visibility gains.
Does any engine other than Google AI Mode drive ASPM brand visibility?
No. Every brand in the top 10 lists Google AI Mode as their top engine, with no other engine represented in the current audit data.