# GitGuardian AI visibility in DevSecOps & Application Security

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

[Website](https://gitguardian.com/)

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: 11
Total brands: 12
Measured responses: 150
Presence percent: 2
Share of voice percent: 2.1231422505307855
Average position: 28.7
Docs presence percent: 0.6666666666666667
Blog presence percent: 0.6666666666666667
Brand mention percent: 6.666666666666667


## Profile

Overview: GitGuardian is a Paris-based cybersecurity company founded in 2017 by Jérémy Thomas and Eric Fourrier. It is the #1 security application on GitHub Marketplace and provides an end-to-end secrets security and Non-Human Identity (NHI) governance platform. The platform continuously detects hardcoded credentials—API keys, tokens, certificates, and passwords—across internal repositories, CI/CD pipelines, collaboration tools, and public GitHub using 550+ secret type detectors. Automated remediation workflows, active secret validation, and a developer-first CLI (ggshield) support shift-left security practices. Trusted by 600,000+ developers at organizations including Snowflake, ING, BASF, and DigitalOcean, GitGuardian has raised approximately $106M in total funding, including a $50M Series C in February 2026 led by Insight Partners.
Product summary: GitGuardian is an end-to-end secrets security and Non-Human Identity (NHI) governance platform that continuously detects, investigates, and remediates hardcoded credentials and NHI lifecycle risks across the full software development lifecycle—from developer workstations and code repositories to CI/CD pipelines, collaboration tools, and public GitHub activity.


### Key capabilities

- Real-time detection of 550+ secret types across repositories, CI/CD pipelines, and commit history
- Public GitHub monitoring for externally leaked company credentials (up to 6 years of history)
- NHI Governance: centralized real-time inventory, lifecycle management, and policy enforcement for non-human identities
- ggshield CLI with pre-commit/pre-push hooks and VS Code extension for shift-left secrets prevention
- Active validity and presence checks verifying detected secrets against live APIs
- Automated severity scoring, remediation playbooks, and developer-in-the-loop workflows
- Honeytoken deployment for proactive intrusion detection
- Collaboration tool scanning (Slack, Jira, Confluence, SharePoint)
- Multi-VCS support with both SaaS and self-hosted deployment options



### Target users

- Application security engineers and security teams in mid-market to enterprise organizations
- DevOps and platform engineers embedding secrets security into CI/CD pipelines
- IAM and identity teams managing NHI credential lifecycle and governance
- Individual developers and open-source contributors protecting personal repositories
- SecOps analysts performing threat detection and secrets incident response
- Compliance and security leadership in regulated industries (finance, healthcare, public sector)



### Key use cases

- Detecting and remediating hardcoded API keys, tokens, and credentials in source code and commit history
- Monitoring public GitHub for leaked company secrets and developer personal repo exposures
- Governing NHI lifecycles (service accounts, AI agents) including rotation, revocation, and compliance reporting
- Shift-left secrets prevention via pre-commit hooks and CI/CD pipeline integration
- Regulatory compliance evidence gathering (GDPR, NIS2, DORA, PCI DSS, HIPAA)
- Reducing Mean Time To Remediate (MTTR) for secrets exposure incidents at enterprise scale
- Securing AI agent credentials as agentic systems proliferate across enterprise environments

Integrations ecosystem: GitGuardian integrates with 20+ tools across source control (GitHub, GitLab, Azure DevOps, Bitbucket, GitHub Enterprise Server), collaboration and productivity tools (Slack, Jira, Confluence, SharePoint), identity providers (Okta, SAML 2.0, SCIM), cloud platforms (AWS, Azure), container registries, and secrets managers. The ggshield CLI supports Git pre-commit/pre-push hooks and a VS Code extension for developer-side prevention. A REST API supports programmatic incident management and custom webhooks. Platform licenses are available on AWS Marketplace as an ISV Accelerate partner. A 'Bring Your Own Source' capability allows custom source integrations.
Pricing summary: GitGuardian offers three tiers. The free Starter plan covers up to 25 developers with unlimited real-time scanning and up to 500 historical detections at no cost (no credit card required). The Teams plan covers 26–200 developers and includes remediation playbooks, up to 20 teams, 12 GB repo scanning, and SAML SSO; pricing is quote-based. The Enterprise plan (200+ developers) adds Public Secrets Monitoring, NHI Governance, honeytokens, self-hosted deployment, unlimited custom detectors, push-to-vault, and dedicated support; pricing is custom. Platform licenses are also available via AWS Marketplace, including private offers for large organizations.
Review summary: GitGuardian holds a 4.8/5 rating on G2 from 248 verified reviews, reflecting strong user satisfaction. Reviewers consistently highlight real-time detection accuracy, seamless GitHub integration, an intuitive incident dashboard, and immediate alerting as standout strengths. The free tier and developer-friendly CLI are frequently praised for low-friction adoption. Common criticisms include false positives from generic high-entropy detectors, alert volume fatigue on large multi-repo environments, a learning curve for dashboard navigation, limited automation in secret remediation, and pricing that can be steep for smaller teams. Customer support responsiveness receives notably high marks.
Competitive positioning: GitGuardian occupies a specialized 'secrets security and NHI governance' niche within DevSecOps, differentiating from broader AppSec platforms (Snyk, Checkmarx, Semgrep, Veracode) by going deeper on credential detection (550+ secret types), real-time public GitHub monitoring, and non-human identity lifecycle governance. Positioned as the developer-first choice and #1 app on GitHub Marketplace, it emphasizes shift-left prevention via a CLI (ggshield), low-friction integration, and automated remediation. Most competitors treat secrets scanning as one module within a wider SAST/SCA suite; GitGuardian argues depth of detection coverage, active secret validation, and purpose-built NHI governance are superior to bundled alternatives. The Feb 2026 Series C signals a strategic expansion into AI agent credential security, an emerging category where it is moving first.
Limitations: GitGuardian is a secrets and NHI security specialist; it does not offer full SAST, SCA, DAST, or container security, meaning organizations needing broad AppSec coverage require complementary tools. Generic high-entropy detectors can generate false positives requiring manual review. Binary files, base64-encoded blobs, and encrypted or password-protected files are outside scan scope unless pre-processed. Many advanced features (incident lifecycle management, policy controls, honeytokens, analytics) are gated behind paid and Enterprise SaaS tiers. Teams and Enterprise pricing is not published, and user reviews note costs can be steep for smaller teams. Azure DevOps support has been cited as needing improvement by some users.


### Source urls

- https://gitguardian.com/
- https://www.gitguardian.com/pricing
- https://blog.gitguardian.com/series-c-pr/
- https://siliconangle.com/2026/02/11/gitguardian-raises-50m-expand-non-human-identity-ai-agent-security/
- https://www.g2.com/products/gitguardian/reviews
- https://tracxn.com/d/companies/gitguardian/__eLn8rP-SjjOC-dC_ZfUbLmZRD_H38HJEaCOl3-ksSgQ
- https://blog.gitguardian.com/from-secrets-sprawl-to-secretless-snowflakes-journey-through-nhi-lifecycle-management/
- https://www.peerspot.com/products/gitguardian-platform-reviews
- https://blog.gitguardian.com/announcing-our-44m-fundraise-to-further-enable-the-appsec-shared-responsibility-model/

Reviewed at: 2026-04-28T23:07:23.216+00:00


### Customer outcomes

| Customer | Summary | Metric |
| --- | --- | --- |
| Snowflake | Adopted GitGuardian for NHI and secrets detection across 1,800+ developers; 50% of identified secrets have been remediated, with 1 in 3 developers using the pre-commit hook for shift-left prevention. DevOps teams recovered time previously spent on manual secrets rotation. | 10 hours/day saved by DevOps teams on secrets rotation |
| DigitalOcean | Deployed GitGuardian to approximately 1,000 engineers organization-wide; the product security team reported that secrets are now handled proactively, eliminating the need to manually chase development teams for remediation. | Not available |



### Reviews breakdown

| Platform | Score | Score max | Review count | Url |
| --- | --- | --- | --- | --- |
| G2 | 4.8 | 5 | 248 | https://www.g2.com/products/gitguardian/reviews |



### Review themes



#### Praised

- Real-time secrets detection accuracy
- Seamless GitHub and GitLab integration
- Easy initial setup and onboarding
- Clear, actionable dashboard and alerts
- Developer-friendly CLI (ggshield) and pre-commit hooks
- Generous free tier for individuals and open-source projects
- Responsive and knowledgeable customer support
- Automated incident notifications and alert routing



#### Criticized

- False positives from generic high-entropy detectors
- Alert volume and notification fatigue on large multi-repo environments
- Learning curve for dashboard navigation for new users
- Limited automation in secret remediation after detection
- Higher pricing relative to team size for smaller organizations
- Limited policy customization on lower-tier plans
- Advanced features locked behind Enterprise SaaS tier




### Company facts

Founded year: 2017
Hq: Paris, France


#### Founders

- Jérémy Thomas
- Eric Fourrier

Employees range: 100-200
Total funding: ~$106M
Valuation: Not available
Arr: Not available
Customer count: 600,000+ developers
Status: Private


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 | 0 | 0 |
| perplexity | 0 | 0 |
| chatgpt-search | 1 | 4 |
| google-ai | 0 | 0 |
| bing-copilot-search | 0 | 0 |
| xai-search | 2 | 8 |



## Strengths

| Prompt text | Platform count | Avg position |
| --- | --- | --- |
| Which secret scanning tools are best at both detecting credentials in git history and preventing new secrets from being committed? | 2 | 5 |
| What secrets management tools are best for a small startup team to ensure developers never commit credentials to the repo? | 1 | 28 |



## 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 application security tools offer the best IDE-native experience vs. CI-only scanning — and what are the tradeoffs for developer adoption? | 4 |
| Which application security platforms go beyond known CVEs to detect logic-level vulnerabilities and misconfigurations? | 4 |
| Which SAST tools have the lowest real-world false positive rates and the best tooling for managing them at scale? | 4 |



## Topic scores

| Topic name | Prompt count | Cited prompt count |
| --- | --- | --- |
| Capability | 5 | 1 |
| Developer Experience | 5 | 0 |
| Integrations & Ecosystem | 5 | 0 |
| Performance & Reliability | 5 | 0 |
| Setup & First Run | 5 | 1 |



## 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: 28



#### 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: Not available



#### 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: Not available



#### 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: 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 | 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: Not available



#### 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: Not available



#### 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: Not available



#### 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: Not available
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: Not available
Google-ai: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### 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: Not available



#### 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: Not available



#### 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: Not available



#### 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: Not available



#### 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: Not available



#### 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: Not available



#### 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: 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 |
| --- | --- |
| 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: Not available



#### 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: Not available



#### 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: 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 |
| --- | --- |
| 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: Not available



#### 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: 6
Google-ai: Not available
Bing-copilot-search: Not available
Xai-search: 4



#### 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: 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 |
| --- | --- |
| 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: Not available
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.gitguardian.com/monitor-internal-repositories-for-secrets | Enterprise-Grade Internal Secrets Monitoring & Security | gitguardian.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/b67f9606-50e9-4f35-942d-4f43a200da2c/3dac5df864d377b2e03f42f77c3764c6beb1f884.png | commercial | product_page | 2 | 2 |
| https://www.gitguardian.com/solutions/secret-detection | Never let secrets enter your VCS again. | gitguardian.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/b67f9606-50e9-4f35-942d-4f43a200da2c/3dac5df864d377b2e03f42f77c3764c6beb1f884.png | commercial | product_page | 1 | 1 |
| https://blog.gitguardian.com/secret-scanning-tools/ | Secret Scanning Tools 2026: Protect Code and Prevent Credential Leaks | blog.gitguardian.com | Not available | commercial | blog_post | 1 | 1 |
| https://www.gitguardian.com/glossary/git-hooks | Secrets detection using git-hooks | gitguardian.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/b67f9606-50e9-4f35-942d-4f43a200da2c/3dac5df864d377b2e03f42f77c3764c6beb1f884.png | commercial | home | 2 | 0 |
| https://www.gitguardian.com/solutions/secrets-scanning | Secrets scanning - detects API keys and credentials in ... | gitguardian.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/b67f9606-50e9-4f35-942d-4f43a200da2c/3dac5df864d377b2e03f42f77c3764c6beb1f884.png | commercial | home | 1 | 0 |
| https://docs.gitguardian.com/platform/getting-started/first-audit | Assess your repositories' health \| GitGuardian documentation | docs.gitguardian.com | Not available | commercial | docs | 1 | 0 |
| https://www.gitguardian.com/lp/secrets-scanning | Secrets Scanning & Remediation | gitguardian.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/b67f9606-50e9-4f35-942d-4f43a200da2c/3dac5df864d377b2e03f42f77c3764c6beb1f884.png | commercial | home | 1 | 0 |
| https://www.gitguardian.com/ | GitGuardian: Secrets Security and NHI Governance | gitguardian.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/b67f9606-50e9-4f35-942d-4f43a200da2c/3dac5df864d377b2e03f42f77c3764c6beb1f884.png | commercial | home | 1 | 0 |



## Response excerpts

| Prompt text | Platform | Excerpt |
| --- | --- | --- |
| Which secret scanning tools are best at both detecting credentials in git history and preventing new secrets from being committed? | google-ai | GitGuardian (Best for Enterprise & Platform-Level Monitoring) * Preventing new secrets: Excellent (via CLI/Hooks and Git hosting integration). GitGuardian provides robust developer-tool integrations to block secrets locally and in pull requests. |
| Which secret scanning tools are best at both detecting credentials in git history and preventing new secrets from being committed? | chatgpt-search | GitHub repository · Pre-commit setup ## 3. GitGuardian (ggshield) Best managed platform Combines historical repository scanning, real-time monitoring, pre-commit and CI integrations, alert grouping, and centralized remediation workflows. |
| Which secret scanning tools are best at both detecting credentials in git history and preventing new secrets from being committed? | bing-copilot-search | Best Secrets Scanning Tools in 2026: Honest Guide ## ☁️ SaaS Platforms * GitGuardian * Strengths: Enterprise-grade coverage, remediation workflows, deduplication, and alert routing. |



## 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 | Checkmarx | Snyk, Semgrep, and GitHub Advanced Security (GHAS) offer the leading IDE-native security experiences, whereas legacy platforms like Veracode, Checkmarx (traditional configuration), and Fortify lean heavily on CI-only or delayed pipeline scanning. |
| perplexity | Semgrep | ## Short answer For security findings while code is being written, Semgrep and Snyk are the clearest IDE-first choices in the search results. |



## Trend

Visibility delta: -2.2
Avg position delta: 7.666666666666667
Citation count delta: 0