# Wiz AI visibility in DevSecOps & Application Security

Canonical: https://devtune.ai/verticals/devsecops-application-security/wiz

[Website](https://www.wiz.io/)

Updated: 2026-10-16T02:51:45.583033+00:00
Prompts: 25
Runs: 6


## Platforms

- google-ai-mode
- perplexity
- chatgpt-search
- google-ai
- bing-copilot-search
- xai-search

Rank: 4
Total brands: 12
Measured responses: 150
Presence percent: 18.666666666666668
Share of voice percent: 13.163481953290871
Average position: 22.822580645161292
Docs presence percent: 0
Blog presence percent: 0
Brand mention percent: 24.666666666666668


## Profile

Overview: Wiz is a cloud-native application protection platform (CNAPP) founded in January 2020 and acquired by Google Cloud in March 2026 for $32 billion. Built by veterans of Israel's Unit 8200 intelligence corps, Wiz connects code, cloud, and runtime into a unified Security Graph that surfaces contextual attack paths and prioritizes risk across multi-cloud environments—AWS, Azure, GCP, OCI, and Kubernetes. Its agentless architecture deploys via read-only APIs in hours without requiring software installation. The platform consolidates CSPM, CWPP, CIEM, DSPM, IaC scanning, vulnerability management, and cloud detection and response into a single interface. Wiz Code extends coverage into developer workflows and CI/CD pipelines, while Wiz Defend delivers runtime threat detection via an eBPF sensor. Trusted by more than 50% of Fortune 100 companies, Wiz is ranked #1 CNAPP on G2 and named a Leader in the Forrester Wave CNAPP Q1 2026.
Product summary: Wiz is a unified CNAPP platform that provides agentless, graph-based security across code, cloud infrastructure, and runtime. Its Security Graph connects misconfigurations, vulnerabilities, exposed identities, and sensitive data to model real attack paths—surfacing only the 'toxic combinations' that pose actual breach risk. The platform spans Wiz Cloud (CSPM, CWPP, CIEM, DSPM, compliance), Wiz Code (shift-left IaC, CI/CD, and IDE security), and Wiz Defend (cloud detection and response). AI agents automate risk remediation, penetration testing, and threat hunting. Since March 2026, Wiz operates as part of Google Cloud while remaining multi-cloud.


### Key capabilities

- Agentless multi-cloud scanning via read-only APIs (AWS, Azure, GCP, OCI, Kubernetes) with no performance impact
- Security Graph correlating misconfigurations, vulnerabilities, identities, and exposures into contextual attack paths
- Toxic combinations detection surfacing only the highest-priority, exploitable risk chains
- CSPM, CWPP, CIEM, DSPM, KSPM, and vulnerability management consolidated in one platform
- Wiz Code: IaC scanning, CI/CD integration, and IDE-level shift-left security with automated PR fixes
- Wiz Defend: Cloud Detection and Response (CDR) with eBPF runtime sensor, threat detection, and incident investigation
- AI Security Posture Management (AI-SPM) for discovering and securing AI models, agents, and MCP servers
- 100+ built-in compliance frameworks with automated heatmaps and on-demand reporting
- Attack Surface Management (ASM) for outside-in scanning of internet-exposed assets
- Automated remediation agents (Wiz Green, Red, Blue) for AI-speed risk reduction and threat response



### Target users

- CISOs and cloud security teams at mid-to-large enterprises
- Cloud security architects and engineers managing multi-cloud environments
- DevSecOps and DevOps teams integrating security into CI/CD pipelines
- Security operations center (SOC) analysts performing cloud threat detection and response
- Compliance and governance teams needing automated cloud compliance reporting
- Frontier AI companies and cloud-native organizations securing AI workloads



### Key use cases

- Unified multi-cloud security posture and visibility across AWS, Azure, GCP, and Kubernetes
- Prioritizing and remediating critical cloud misconfigurations and attack paths
- Container, serverless, and Kubernetes workload protection
- Securing AI workloads, AI models, and agentic infrastructure in cloud environments
- Shift-left developer security: IaC scanning, secrets detection, and CI/CD pipeline integration
- Cloud compliance automation for PCI DSS, HIPAA, GDPR, SOC 2, and other frameworks
- Cloud incident response, threat detection, and forensic investigation
- Tool consolidation: replacing siloed CSPM, CWPP, CIEM, and DSPM point solutions

Integrations ecosystem: Wiz Integration Network (WIN) listed 240+ integrations as of January 2026, growing from 200+ in July 2025. Coverage includes: 14 SIEM platforms (Splunk, Microsoft Sentinel, IBM QRadar, Sumo Logic, Coralogix); 15 SOAR and automation tools; ticketing systems (Jira, ServiceNow ITSM, Zendesk, Azure DevOps); messaging/alerting (Slack, Microsoft Teams, PagerDuty, Opsgenie); CI/CD platforms (GitHub, GitLab, Jenkins, Azure Pipelines, JFrog); cloud providers (AWS, Azure, GCP, OCI); identity providers (Okta); and security tools (CrowdStrike, Snyk, Checkmarx, SonarQube, Datadog). Wiz achieved $1 billion in lifetime sales through AWS Marketplace and was named AWS Marketplace Partner of the Year 2024.
Pricing summary: Wiz does not publish standard pricing; all contracts are custom-quoted based on cloud workload count, feature modules selected, and contract term. Third-party procurement data (Vendr) indicates contract values ranging from approximately $24,000 to $354,350 per year, with a median around $111,500. Entry-level coverage for ~100 workloads is estimated at ~$24,000/year. Add-on modules—container security, DSPM, CDR (Wiz Defend), and Wiz Code—are priced incrementally or bundled. Multi-year commitments and module bundling typically yield meaningful discounts. Wiz is also available via AWS Marketplace with custom private-offer pricing. Perceived by users as premium-tier; free trials and demos are available on request.
Review summary: Wiz earns strong ratings across major review platforms, scoring 4.7/5 on G2 (776 reviews) and 4.7/5 on Gartner Peer Insights (94 verified reviews as of December 2024), with a 95% willingness-to-recommend score in the Gartner report. Users consistently praise the agentless deployment speed, comprehensive multi-cloud visibility, and the Security Graph's ability to cut alert noise by surfacing only actionable attack paths. Reviewers highlight how the unified platform enables security and development teams to collaborate in a shared context. Criticisms center on premium pricing, limited native SAST/SCA depth, restricted reporting formats (CSV-only), and occasional alert noise in large-scale deployments. Wiz was named the G2 #1 Cloud Detection and Response (CDR) solution in Winter 2025 with a 98% satisfaction score, 8% higher than the next vendor.
Competitive positioning: Wiz holds the #1 CNAPP and CSPM ranking on G2 for multiple consecutive quarters and was named a Leader with the highest Current Offering score in the Forrester Wave CNAPP Q1 2026. Its core differentiator is the Security Graph—a contextual engine that correlates risks across code, cloud, identities, and runtime to surface 'toxic combinations' (attack-path-level risk chains) rather than flat vulnerability lists. This graph-based, agentless architecture enables faster deployment and broader multi-cloud coverage than most peers. Now part of Google Cloud since March 2026, Wiz is positioned as the 'code-to-cloud' security standard for enterprise, trusted by 50%+ of Fortune 100. Against CNAPP peers like Aqua Security, Wiz competes on breadth and ease of consolidation; against AppSec-first tools like Snyk and Checkmarx, it competes on cloud infrastructure context; against platform players like CrowdStrike and Palo Alto Networks, it competes on agentless simplicity and cloud-native depth.
Limitations: Premium, workload-based pricing (estimated $24K–$354K/year) is cost-prohibitive for SMBs; no transparent public pricing is published. Native SAST and full SCA code scanning capabilities are limited compared to dedicated AppSec tools such as Checkmarx or Snyk, leaving teams reliant on external tools for deeper application-layer coverage. Reporting is largely confined to CSV export formats with limited executive summary templates. Alert noise and duplicate alerts under different categories can surface in large environments. Fine-grained access control and on-demand manual scan triggering have been cited as gaps by users. Professional and managed services offerings are limited compared to broader platform vendors. Coverage for on-premises and hybrid environments is minimal. Some users note perceived innovation slowdown post-Google acquisition.


### Source urls

- https://www.wiz.io/
- https://en.wikipedia.org/wiki/Wiz,_Inc
- https://www.g2.com/products/wiz-wiz/reviews
- https://www.gartner.com/reviews/market/cloud-native-application-protection-platforms/vendor/wiz/product/wiz-703120040
- https://techcrunch.com/2024/05/07/wiz-raises-1b-at-12b-valuation-expanding-through-acquisitions/
- https://electroiq.com/stats/wiz-statistics/
- https://underdefense.com/industry-pricings/wiz-pricing-ultimate-guide-for-security-products/
- https://www.wiz.io/customers/blackstone
- https://www.wiz.io/customers/colgate-palmolive
- https://www.wiz.io/blog/wiz-top-cnapp-cspm-g2
- https://softwareanalyst.substack.com/p/runtime-security-in-2025-how-wiz
- https://www.peerspot.com/products/wiz-pros-and-cons

Reviewed at: 2026-04-28T23:07:22.569+00:00


### Customer outcomes

| Customer | Summary | Metric |
| --- | --- | --- |
| Bridgewater Associates | Bridgewater deployed Wiz to gain cloud-native visibility across its AWS environment, enabling its security team to understand and prioritize real risks across identities and network exposure during its cloud migration. | 20% reduction in MTTR with security agents |
| Cushman & Wakefield | Cushman & Wakefield's CISO reported that Wiz provided immediate, comprehensive visibility across its cloud environment shortly after deployment and subsequently standardized on Wiz enterprise-wide. | Full environment visibility within 60 minutes of deployment |
| Colgate-Palmolive | Colgate-Palmolive used Wiz across its hybrid multi-cloud environment (AWS, GCP, Snowflake) to detect excessive privileges and previously unidentified misconfigurations, and to rapidly assess and confirm data protection during the 2024 Snowflake-targeted threat campaign. | Not available |
| Amplitude | Digital analytics platform Amplitude used Wiz CNAPP to build a unified DevSecOps program across 5,000+ VMs and 30+ Kubernetes clusters, enabling faster software shipping with a secure, visible risk posture. | Not available |
| Blackstone | Blackstone consolidated CSPM, CWPP, secrets management, breach path detection, and container management into Wiz's single agentless platform, replacing isolated point solutions and gaining advanced network exposure and identity analysis for its AWS-only environment. | Not available |



### Reviews breakdown

| Platform | Score | Score max | Review count | Url |
| --- | --- | --- | --- | --- |
| G2 | 4.7 | 5 | 776 | https://www.g2.com/products/wiz-wiz/reviews |
| Gartner Peer Insights | 4.7 | 5 | 94 | https://www.gartner.com/reviews/market/cloud-native-application-protection-platforms/vendor/wiz/product/wiz-703120040 |



### Review themes



#### Praised

- Agentless deployment and fast time-to-value (hours not days)
- Comprehensive multi-cloud visibility across AWS, Azure, GCP, and Kubernetes
- Security Graph and toxic combinations cutting alert noise
- Contextual risk prioritization over raw CVE severity scores
- Intuitive, visually clear UI accessible to non-security teams
- Strong customer support and responsive technical account managers
- Unified CNAPP consolidating CSPM, CWPP, CIEM, DSPM in one platform
- Enabling collaboration between security and development teams



#### Criticized

- High premium pricing, cost-prohibitive for smaller organizations
- Limited native SAST and SCA code scanning depth versus dedicated AppSec tools
- Reporting largely limited to CSV export formats
- Alert noise and duplicate alerts in large-scale environments
- No manual scan trigger for real-time, on-demand assessments
- Fine-grained access control gaps in enterprise multi-team setups
- Non-transparent pricing model requiring sales engagement for quotes
- Limited professional and managed services offerings




### Company facts

Founded year: 2020
Hq: New York, USA


#### Founders

- Assaf Rappaport
- Yinon Costica
- Roy Reznik
- Ami Luttwak

Employees range: 1000-5000
Total funding: $1.9B
Valuation: $32B (acquisition price)
Arr: ~$500M (mid-2024)
Customer count: 50%+ of Fortune 100
Status: Acquired by Google (Google Cloud), March 2026


Readiness: Not available


## Ranking

| Display name | Pair count | Total pairs | Presence percent | Avg position |
| --- | --- | --- | --- | --- |
| Snyk | 42 | 150 | 28.000000000000004 | 24.479166666666668 |
| Endor Labs | 37 | 150 | 24.666666666666668 | 22.924050632911392 |
| Checkmarx | 31 | 150 | 20.666666666666668 | 21.4875 |
| Wiz | 28 | 150 | 18.666666666666668 | 22.822580645161292 |
| Semgrep | 24 | 150 | 16 | 25.216666666666665 |
| Veracode | 14 | 150 | 9.333333333333334 | 26.181818181818183 |
| Jit | 9 | 150 | 6 | 23.666666666666668 |
| Aqua Security | 7 | 150 | 4.666666666666667 | 32.25 |
| SonarSource | 6 | 150 | 4 | 23.25 |
| Socket | 4 | 150 | 2.666666666666667 | 6.375 |
| GitGuardian | 3 | 150 | 2 | 28.7 |
| Chainguard | 0 | 150 | 0 | Not available |



## Platform breakdown

| Platform | Prompt count | Presence rate |
| --- | --- | --- |
| google-ai-mode | 3 | 12 |
| perplexity | 0 | 0 |
| chatgpt-search | 3 | 12 |
| google-ai | 1 | 4 |
| bing-copilot-search | 2 | 8 |
| xai-search | 19 | 76 |



## Strengths

| Prompt text | Platform count | Avg position |
| --- | --- | --- |
| Which application security tools offer the best IDE-native experience vs. CI-only scanning — and what are the tradeoffs for developer adoption? | 1 | 2 |
| Which runtime application security tools have the lowest production overhead and are safe to run on high-traffic services? | 1 | 2 |
| Which security scanning platforms have the best support for SBOM generation workflows for compliance and audit requirements? | 1 | 2 |
| What cloud security posture management tools integrate well with container and orchestration platform security scanning? | 1 | 8 |
| Which security vendors update their vulnerability databases fastest after major CVE disclosures like Log4Shell? | 1 | 10 |



## Gaps

| Prompt text | Competitor presence count |
| --- | --- |
| Which security scanning tools are best at reducing noise so developers actually act on alerts instead of ignoring them? | 5 |
| Which software supply chain security tools detect malicious packages, not just known vulnerable versions? | 5 |
| Which SAST tools have the lowest real-world false positive rates and the best tooling for managing them at scale? | 4 |
| What tools cover SAST, DAST, and SCA in one platform — and which do teams use to cover all three vulnerability types without tool sprawl? | 3 |
| Which application security platforms are best at communicating vulnerabilities to developers in an actionable way rather than just generating noise? | 3 |



## Topic scores

| Topic name | Prompt count | Cited prompt count |
| --- | --- | --- |
| Capability | 5 | 3 |
| Developer Experience | 5 | 5 |
| Integrations & Ecosystem | 5 | 5 |
| Performance & Reliability | 5 | 5 |
| Setup & First Run | 5 | 3 |



## Prompt results

- Prompt text: What secrets management tools are best for a small startup team to ensure developers never commit credentials to the repo?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Google-ai: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode





##### Perplexity





##### Chatgpt-search





##### Google-ai





##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| GitGuardian | 28 |


- Prompt text: I'm rolling out a software composition analysis tool across an engineering org — which platforms have the smoothest onboarding for large teams?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Google-ai: Not available
Bing-copilot-search: Not available
Xai-search: 28



#### Platform rows



##### Google-ai-mode





##### Perplexity

| Display name | Position |
| --- | --- |
| Endor Labs | 2 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Snyk | 4 |



##### Google-ai





##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Endor Labs | 2 |
| Checkmarx | 12 |
| SonarSource | 27 |
| Wiz | 28 |


- Prompt text: Which security scanning platforms handle availability well so a critical fix can still ship even if the scanning service goes down temporarily?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Google-ai: Not available
Bing-copilot-search: Not available
Xai-search: 6



#### Platform rows



##### Google-ai-mode





##### Perplexity





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Semgrep | 4 |
| Snyk | 8 |



##### Google-ai





##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Endor Labs | 4 |
| Wiz | 6 |
| Checkmarx | 7 |
| Aqua Security | 41 |
| Snyk | 65 |


- Prompt text: Which DevSecOps platforms handle vulnerability prioritisation well when there are hundreds of findings across multiple repositories?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: 6
Google-ai: Not available
Bing-copilot-search: Not available
Xai-search: 14



#### Platform rows



##### Google-ai-mode





##### Perplexity

| Display name | Position |
| --- | --- |
| Semgrep | 4 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Snyk | 1 |
| Wiz | 6 |
| Semgrep | 8 |



##### Google-ai





##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Snyk | 2 |
| Semgrep | 7 |
| Endor Labs | 9 |
| Checkmarx | 11 |
| Wiz | 14 |
| Jit | 17 |
| Aqua Security | 36 |


- Prompt text: Which SAST tools integrate into an existing CI pipeline without slowing down developer velocity?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Google-ai: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode





##### Perplexity

| Display name | Position |
| --- | --- |
| Semgrep | 1 |
| Snyk | 4 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Semgrep | 1 |
| Snyk | 2 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Endor Labs | 5 |



##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Endor Labs | 10 |
| Snyk | 38 |
| Semgrep | 52 |


- Prompt text: Which application security tools offer the best IDE-native experience vs. CI-only scanning — and what are the tradeoffs for developer adoption?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Google-ai: Not available
Bing-copilot-search: Not available
Xai-search: 2



#### Platform rows



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Checkmarx | 1 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Semgrep | 1 |
| Snyk | 2 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Snyk | 1 |
| Checkmarx | 2 |
| SonarSource | 4 |
| Veracode | 6 |
| Semgrep | 10 |



##### Google-ai





##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Wiz | 2 |
| Endor Labs | 4 |
| Checkmarx | 6 |
| Snyk | 13 |
| Veracode | 16 |
| Semgrep | 25 |
| SonarSource | 45 |


- Prompt text: What tools cover SAST, DAST, and SCA in one platform — and which do teams use to cover all three vulnerability types without tool sprawl?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Google-ai: Not available
Bing-copilot-search: Not available
Xai-search: 15



#### Platform rows



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Veracode | 3 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Checkmarx | 1 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Checkmarx | 3 |
| Snyk | 25 |
| Veracode | 32 |



##### Google-ai





##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Jit | 4 |
| Checkmarx | 7 |
| Wiz | 15 |
| Endor Labs | 22 |
| Veracode | 49 |


- Prompt text: Which application security scanning tools are fastest at scale and least likely to slow down PR pipelines as the codebase grows?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Google-ai: Not available
Bing-copilot-search: Not available
Xai-search: 26



#### Platform rows



##### Google-ai-mode





##### Perplexity

| Display name | Position |
| --- | --- |
| Checkmarx | 4 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Semgrep | 1 |
| Snyk | 8 |
| SonarSource | 10 |
| Checkmarx | 12 |



##### Google-ai





##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Endor Labs | 6 |
| Checkmarx | 20 |
| Semgrep | 22 |
| Wiz | 26 |
| Jit | 33 |


- Prompt text: Which runtime application security tools have the lowest production overhead and are safe to run on high-traffic services?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Google-ai: Not available
Bing-copilot-search: 2
Xai-search: Not available



#### Platform rows



##### Google-ai-mode





##### Perplexity





##### Chatgpt-search





##### Google-ai





##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Wiz | 2 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Endor Labs | 53 |
| Snyk | 57 |


- Prompt text: Which DevSecOps platforms have the best two-way integration with ticketing systems for tracking vulnerability remediation end to end?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: 10
Google-ai: Not available
Bing-copilot-search: Not available
Xai-search: 27



#### Platform rows



##### Google-ai-mode





##### Perplexity

| Display name | Position |
| --- | --- |
| Snyk | 1 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Snyk | 4 |
| Wiz | 10 |



##### Google-ai





##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Veracode | 1 |
| Checkmarx | 4 |
| Wiz | 27 |
| Snyk | 35 |
| Endor Labs | 84 |


- Prompt text: Which security scanning tools are best at reducing noise so developers actually act on alerts instead of ignoring them?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Google-ai: Not available
Bing-copilot-search: Not available
Xai-search: 43



#### Platform rows



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Endor Labs | 1 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Semgrep | 1 |
| Snyk | 4 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Semgrep | 1 |
| Endor Labs | 2 |
| Snyk | 7 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Endor Labs | 1 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Endor Labs | 5 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Endor Labs | 1 |
| Checkmarx | 9 |
| Snyk | 29 |
| Wiz | 43 |


- Prompt text: Which enterprise application security platforms scale best when scanning thousands of repositories across multiple teams?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Google-ai: Not available
Bing-copilot-search: Not available
Xai-search: 7



#### Platform rows



##### Google-ai-mode





##### Perplexity

| Display name | Position |
| --- | --- |
| Semgrep | 1 |
| Checkmarx | 4 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Veracode | 7 |
| Snyk | 13 |
| Checkmarx | 14 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Endor Labs | 4 |



##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Endor Labs | 4 |
| Checkmarx | 6 |
| Wiz | 7 |
| Semgrep | 34 |
| Snyk | 89 |


- Prompt text: Which security scanning platforms have the best support for SBOM generation workflows for compliance and audit requirements?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Google-ai: Not available
Bing-copilot-search: Not available
Xai-search: 2



#### Platform rows



##### Google-ai-mode





##### Perplexity





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Snyk | 18 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Endor Labs | 5 |



##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Wiz | 2 |
| Endor Labs | 16 |
| Checkmarx | 19 |
| Jit | 21 |
| Aqua Security | 24 |


- Prompt text: What cloud security posture management tools integrate well with container and orchestration platform security scanning?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Google-ai: Not available
Bing-copilot-search: Not available
Xai-search: 8



#### Platform rows



##### Google-ai-mode





##### Perplexity





##### Chatgpt-search





##### Google-ai





##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Wiz | 8 |
| Checkmarx | 9 |
| Jit | 19 |
| Aqua Security | 49 |


- Prompt text: Which application security tools integrate natively into the pull request workflow so findings can block or warn on merges?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Google-ai: Not available
Bing-copilot-search: Not available
Xai-search: 31



#### Platform rows



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Snyk | 1 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Snyk | 4 |
| Semgrep | 6 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Checkmarx | 2 |
| Snyk | 13 |
| Veracode | 14 |
| Semgrep | 29 |



##### Google-ai





##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| SonarSource | 7 |
| Endor Labs | 13 |
| Wiz | 31 |
| Veracode | 33 |
| Snyk | 43 |


- Prompt text: Which security vendors update their vulnerability databases fastest after major CVE disclosures like Log4Shell?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Google-ai: Not available
Bing-copilot-search: Not available
Xai-search: 10



#### Platform rows



##### Google-ai-mode





##### Perplexity





##### Chatgpt-search





##### Google-ai





##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Wiz | 10 |
| Endor Labs | 21 |
| Checkmarx | 45 |
| Snyk | 60 |


- Prompt text: Which software supply chain security tools detect malicious packages, not just known vulnerable versions?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Google-ai: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Endor Labs | 1 |
| Socket | 3 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Socket | 1 |
| Snyk | 4 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Socket | 1 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Checkmarx | 1 |
| Snyk | 6 |



##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Checkmarx | 2 |
| Veracode | 5 |
| Snyk | 9 |
| Endor Labs | 11 |
| Socket | 20 |


- Prompt text: What security tooling do teams typically use for managing findings across dozens of repositories from a single security engineer workflow?


#### Brand position by platform

Google-ai-mode: 3
Perplexity: Not available
Chatgpt-search: Not available
Google-ai: Not available
Bing-copilot-search: Not available
Xai-search: 23



#### Platform rows



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Wiz | 3 |
| Endor Labs | 4 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Snyk | 4 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Snyk | 3 |



##### Google-ai





##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Semgrep | 3 |
| Wiz | 23 |
| Endor Labs | 39 |


- Prompt text: Which application security platforms are best at communicating vulnerabilities to developers in an actionable way rather than just generating noise?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Google-ai: Not available
Bing-copilot-search: Not available
Xai-search: 7



#### Platform rows



##### Google-ai-mode





##### Perplexity

| Display name | Position |
| --- | --- |
| Semgrep | 1 |
| Snyk | 2 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Snyk | 2 |
| Endor Labs | 4 |
| Semgrep | 12 |



##### Google-ai





##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Endor Labs | 2 |
| Wiz | 7 |
| Veracode | 14 |
| Checkmarx | 18 |
| Snyk | 35 |
| Semgrep | 62 |


- Prompt text: What are the best container image scanning tools that catch vulnerabilities before images are pushed to production?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Google-ai: Not available
Bing-copilot-search: Not available
Xai-search: 4



#### Platform rows



##### Google-ai-mode





##### Perplexity

| Display name | Position |
| --- | --- |
| Aqua Security | 1 |
| Snyk | 3 |



##### Chatgpt-search





##### Google-ai





##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Aqua Security | 3 |
| Wiz | 4 |
| Jit | 11 |
| Checkmarx | 12 |


- Prompt text: Which application security platforms go beyond known CVEs to detect logic-level vulnerabilities and misconfigurations?


#### Brand position by platform

Google-ai-mode: 1
Perplexity: Not available
Chatgpt-search: Not available
Google-ai: Not available
Bing-copilot-search: 3
Xai-search: 21



#### Platform rows



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Wiz | 1 |
| Endor Labs | 4 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Checkmarx | 3 |



##### Chatgpt-search





##### Google-ai

| Display name | Position |
| --- | --- |
| Snyk | 3 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Wiz | 3 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Wiz | 21 |
| Endor Labs | 61 |


- Prompt text: What are the best software supply chain security tools for a polyglot monorepo with Node.js, Python, and Go services?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Google-ai: Not available
Bing-copilot-search: Not available
Xai-search: 8



#### Platform rows



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Endor Labs | 1 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Snyk | 4 |



##### Chatgpt-search





##### Google-ai





##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Endor Labs | 6 |
| Wiz | 8 |
| Jit | 14 |
| Snyk | 39 |
| Aqua Security | 67 |


- Prompt text: Which secret scanning tools are best at both detecting credentials in git history and preventing new secrets from being committed?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Google-ai: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode





##### Perplexity





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| GitGuardian | 6 |



##### Google-ai





##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| GitGuardian | 4 |
| Jit | 5 |
| Checkmarx | 20 |


- Prompt text: Which DevSecOps tools integrate best with SIEM platforms for correlating app security findings with infrastructure events?


#### Brand position by platform

Google-ai-mode: 1
Perplexity: Not available
Chatgpt-search: 2
Google-ai: Not available
Bing-copilot-search: Not available
Xai-search: 47



#### Platform rows



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Wiz | 1 |
| Veracode | 2 |



##### Perplexity





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Wiz | 2 |
| Snyk | 20 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Endor Labs | 5 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Checkmarx | 2 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Checkmarx | 24 |
| Endor Labs | 34 |
| Wiz | 47 |
| Jit | 54 |
| Snyk | 57 |


- Prompt text: Which SAST tools have the lowest real-world false positive rates and the best tooling for managing them at scale?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Google-ai: 4
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Endor Labs | 3 |



##### Perplexity





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Semgrep | 3 |
| Veracode | 5 |
| Checkmarx | 7 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Endor Labs | 2 |
| Wiz | 4 |



##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Endor Labs | 1 |
| Checkmarx | 26 |
| SonarSource | 29 |
| Veracode | 36 |
| Semgrep | 47 |





## Top sources

| Url | Title | Domain | Logo url | Source vertical | Content type | Citation count | Last30d count |
| --- | --- | --- | --- | --- | --- | --- | --- |
| https://www.wiz.io/integrations/splunk | Connect Splunk + Wiz | wiz.io | Not available | commercial | documentation | 5 | 5 |
| https://www.wiz.io/academy/application-security/devsecops-tools | 11 DevSecOps Tools and the Top Use Cases in 2026 \| Wiz | wiz.io | Not available | commercial | article | 5 | 5 |
| https://www.wiz.io/integrations | Integrations | wiz.io | Not available | commercial | article | 4 | 4 |
| https://www.wiz.io/academy/application-security/best-code-analysis-tools | Best Code Analysis Tools In 2026 \| Wiz | wiz.io | Not available | commercial | listicle | 3 | 3 |
| https://www.wiz.io/academy/application-security/business-logic-vulnerabilities | What Are Business Logic Vulnerabilities? Types, Fixes | wiz.io | Not available | commercial | article | 3 | 3 |
| https://www.wiz.io/academy/cloud-security/top-cloud-security-solutions | The Top 7 Cloud Security Solutions - Wiz | wiz.io | Not available | commercial | listicle | 3 | 3 |
| https://www.wiz.io/integrations/microsoft-sentinel | Connect Microsoft Sentinel + Wiz | wiz.io | Not available | commercial | product_page | 2 | 2 |
| https://www.wiz.io/academy/detection-and-response/runtime-security-tools | Runtime Security Tools: Top 7 Solutions Compared \| Wiz | wiz.io | Not available | commercial | comparison | 2 | 2 |



## Response excerpts

| Prompt text | Platform | Excerpt |
| --- | --- | --- |
| What cloud security posture management tools integrate well with container and orchestration platform security scanning? | perplexity | Wiz and Palo Alto Networks Prisma Cloud — Commonly considered when teams want a unified cloud-risk view alongside Kubernetes and container workload security. |
| Which DevSecOps platforms handle vulnerability prioritisation well when there are hundreds of findings across multiple repositories? | google-ai | Wiz or Prisma Cloud (CNAPP Solutions) While traditionally Cloud-Native Application Protection Platforms (CNAPPs), platforms like Wiz and Palo Alto Networks' Prisma Cloud bridge the gap between code repositories and cloud runtime. |
| Which DevSecOps platforms have the best two-way integration with ticketing systems for tracking vulnerability remediation end to end? | google-ai | Wiz / Prisma Cloud (Cloud-Native Application Protection Platforms - CNAPPs) * Best For: Cloud infrastructure, Kubernetes, and container security tracking. |



## Competitor excerpts

| Platform | Competitor name | Excerpt |
| --- | --- | --- |
| google-ai-mode | Endor Labs | 9 Best SAST Tools in 2026: Accuracy, Speed, and Noise Compared \| Blog \| Endor Labs[Noisy security scanners make apps less secure - Reddit](https://www.reddit.com/r/VibeCodersNest/comments/1rbf05f/noisy_... |
| perplexity | Semgrep | For first-party code, I’d shortlist Semgrep; for dependency vulnerabilities, Snyk. |
| chatgpt-search | Semgrep | ## 1. Semgrep Best for low-noise code scanning Semgrep combines static application security testing (SAST), dependency scanning, and secrets detection. |
| chatgpt-search | Endor Labs | Semgrep website ## 2. Endor Labs Best for dependency alert noise Its standout capability is function-level dependency reachability: determining whether an application can actually execute vulnerable code in a dependency. |
| google-ai | Endor Labs | Endor Labs: Highly effective at cutting dependency noise (by up to 90%+) by mapping deep function-level call graphs. |
| google-ai-mode | Endor Labs | [Kodem Security] * Endor Labs (Package Firewall) — Combines function-level reachability analysis with package security policies and firewall capabilities to screen against suspicious or malicious open-source packages at install time. |
| google-ai-mode | Socket | Socket - Block zero-day supply chain attacksSocket.dev: Detecting Supply Chain Attacks Before They Hit Leading tools specialized in or capable of detecting... |
| perplexity | Socket | Socket — analyzes dependency code and metadata for signs such as unexpected install scripts, network or shell access, obfuscation, and typosquatting. |
| chatgpt-search | Socket | ## Tools worth shortlisting ## 1. Socket Strongest fit for proactive detection Analyzes dependency source code, metadata, and maintainer activity for suspicious behavior, including obfuscated code, unexpected install scripts, network access, typosqu... |
| google-ai | Checkmarx | Checkmarx The primary tools designed to detect malicious packages and suspicious package behavior include: ### 1\. |
| google-ai-mode | Endor Labs | ...](https://www.pixee.ai/blog/best-sast-tools-2026)9 Best SAST Tools in 2026: Accuracy, Speed, and Noise Compared \| Blog \| Endor Labs To achieve low real-world false-positive rates and manage alerts effec... |
| chatgpt-search | Semgrep | ...ities are low false-positive rates, low developer triage burden, and the ability to manage findings across hundreds of repositories, I would shortlist Checkmarx One, Fortify Static Code Analyzer, Veracode Static Analysis, Semgrep Code, and GitHub CodeQL. |



## Trend

Visibility delta: 2.1999999999999993
Avg position delta: 5.2748538011695905
Citation count delta: 10