A look at how Arnica is described, positioned, and quoted inside Google's AI Overviews, the AI answer box at the top of search results, and where the brand shows up versus goes missing.
Arnica is cited in 3 of 37 AI answers. It is absent on Application Security Posture Management, Sast, Software Composition Analysis.
AI answers fire on 95% of tracked queries, yet Arnica is quoted in only 8% of them. When it does appear, it sits as a listed provider, rarely the lead source.
#1 Application Security Platform to SAST, SCA, IaC, Secrets | Arnica Product Arnie AI Your AI code protector AI SAST Detect, understand, and fix vulnerabilities Developer Feedback Loop Reporting compliance and accountability Agentiarnica.io, 2026
Differentiators it leads with: Application Security Posture Management, SAST, Software Composition Analysis, Secrets Detection.
Rarely cited as a source in AI answers.
Appears alongside checkmarx.com, cycode.com, wiz.io.
See the full query-by-query breakdown →
| Topic | Presence in AI answers | Buyer intent |
|---|---|---|
| Arnica | Partial | comparison |
| Application Security Posture Management | Invisible | positioning |
| Sast | Invisible | positioning |
| Software Composition Analysis | Invisible | positioning |
| Secrets Detection | Invisible | positioning |
| Infrastructure As Code Security | Invisible | positioning |
Problem Aware. overview queries: Arnica appears on 0 of 6 themes.
Solution Aware. Owned on few; absent on Application Security Posture Management, Sast, Software Composition Analysis.
Alternatives. 4 themes name the brand without citing it; 30 queries answer without it at all.
39 queries across branded, positioning, and comparison intent. "Cited" means Arnica's own domain is a source in the AI answer. "Named, not cited" means the brand is mentioned but is not the source. "Absent" means the AI answered without it.
| Query | Type | Arnica in the AI answer | Top sources cited |
|---|---|---|---|
| best application security posture management | Positioning | Absent | gartner.com, wiz.io, crowdstrike.com |
| application security posture management vendors | Positioning | Absent | gartner.com, cycode.com, legitsecurity.com |
| application security posture management solutions | Positioning | Absent | gartner.com, cycode.com, wiz.io |
| application security posture management software | Positioning | Absent | gartner.com, snyk.io, cycode.com |
| application security posture management platform | Positioning | Absent | gartner.com, blackduck.com, cycode.com |
| top application security posture management providers | Positioning | Absent | gartner.com, stackhawk.com, opentext.com |
| application security posture management comparison | Positioning | Absent | paloaltonetworks.com, snyk.io, contrastsecurity.com |
| best sast | Positioning | Named, not cited | endorlabs.com, corridor.dev, appsecengineer.com |
| sast vendors | Positioning | Absent | endorlabs.com, checkmarx.com, apiiro.com |
| sast solutions | Positioning | Absent | endorlabs.com, veracode.com, sonarsource.com |
| sast software | Positioning | Absent | owasp.org, endorlabs.com, blackduck.com |
| sast platform | Positioning | Absent | semgrep.dev, endorlabs.com, paloaltonetworks.com |
| top sast providers | Positioning | Cited | checkmarx.com, endorlabs.com, apiiro.com |
| sast comparison | Positioning | Absent | opsera.ai, getautonoma.com, pixee.ai |
| best software composition analysis | Positioning | Absent | reddit.com, endorlabs.com, aikido.dev |
| software composition analysis vendors | Positioning | Absent | paloaltonetworks.com, owasp.org, anchore.com |
| software composition analysis solutions | Positioning | Absent | revenera.com, blackduck.com, gartner.com |
| software composition analysis software | Positioning | Absent | paloaltonetworks.com, crowdstrike.com, ibm.com |
| software composition analysis platform | Positioning | Absent | paloaltonetworks.com, anchore.com, blackduck.com |
| top software composition analysis providers | Positioning | Absent | gartner.com, endorlabs.com, mordorintelligence.com |
| software composition analysis comparison | Positioning | No AI answer | |
| best secrets detection | Positioning | Absent | reddit.com, cycode.com, checkmarx.com |
| secrets detection vendors | Positioning | Absent | reddit.com, cycode.com, checkmarx.com |
| secrets detection solutions | Positioning | Cited | cycode.com, sonarsource.com, ibm.com |
| secrets detection software | Positioning | Absent | cycode.com, checkmarx.com, github.com |
| secrets detection platform | Positioning | Absent | orca.security, cycode.com, paloaltonetworks.com |
| top secrets detection providers | Positioning | Absent | cycode.com, reddit.com, legitsecurity.com |
| secrets detection comparison | Positioning | Named, not cited | arxiv.org, reddit.com, ieeexplore.ieee.org |
| best infrastructure as code security | Positioning | Absent | apiiro.com, checkmarx.com, env0.com |
| infrastructure as code security vendors | Positioning | Absent | crowdstrike.com, opentext.com, sentinelone.com |
| infrastructure as code security solutions | Positioning | Absent | paloaltonetworks.com, cheatsheetseries.owasp.org, crowdstrike.com |
| infrastructure as code security software | Positioning | Absent | cheatsheetseries.owasp.org, paloaltonetworks.com, crowdstrike.com |
| infrastructure as code security platform | Positioning | Absent | orca.security, crowdstrike.com, paloaltonetworks.com |
| top infrastructure as code security providers | Positioning | Absent | apiiro.com, paloaltonetworks.com, wiz.io |
| infrastructure as code security comparison | Positioning | Absent | cheatsheetseries.owasp.org, cycode.com, checkmarx.com |
| alternatives to Arnica | Comparison | Named, not cited | drugs.com, connect.mayoclinic.org, health.clevelandclinic.org |
| Arnica vs Snyk | Comparison | Cited | reddit.com, gartner.com, peerspot.com |
| Arnica vs Cycode | Comparison | Named, not cited | cycode.com, cybersectools.com, slashdot.org |
| Arnica vs Semgrep | Comparison | No AI answer |
Arnica is cited in 3 of the 37 AI answers we triggered.
Arnica presents as application security posture management, SAST, software composition analysis, secrets detection, infrastructure as code security. AI Overviews cite it on few queries and it is absent on Application Security Posture Management, Sast, Software Composition Analysis.
Impact high · effort medium · 30 to 60 days
Impact medium · effort low · 0 to 30 days
Impact high · effort medium · 30 to 90 days
| Domain AI cites | Pages | Context |
|---|---|---|
| checkmarx.com | 19 | Cited on 19 of the queries we tested. |
| cycode.com | 18 | Cited on 18 of the queries we tested. |
| wiz.io | 17 | Cited on 17 of the queries we tested. |
| endorlabs.com | 15 | Cited on 15 of the queries we tested. |
| paloaltonetworks.com | 15 | Cited on 15 of the queries we tested. |
| youtube.com | 15 | Cited on 15 of the queries we tested. |
| orca.security | 13 | Cited on 13 of the queries we tested. |
| crowdstrike.com | 12 | Cited on 12 of the queries we tested. |
| appsecsanta.com | 12 | Cited on 12 of the queries we tested. |
| snyk.io | 12 | Cited on 12 of the queries we tested. |
See which queries each peer won →
Brands and domains Google's AI cites in place of Arnica on the queries where it is absent. Observed, not chosen.
| Peer | How AI frames it |
|---|---|
| checkmarx.com | Cited on 19 of the tested queries. |
| cycode.com | Cited on 18 of the tested queries. |
| wiz.io | Cited on 17 of the tested queries. |
| endorlabs.com | Cited on 15 of the tested queries. |
| paloaltonetworks.com | Cited on 15 of the tested queries. |
| youtube.com | Cited on 15 of the tested queries. |
| orca.security | Cited on 13 of the tested queries. |
| crowdstrike.com | Cited on 12 of the tested queries. |