# Jit AI visibility in DevSecOps & Application Security

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

[Website](https://www.jit.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: 7
Total brands: 12
Measured responses: 150
Presence percent: 6
Share of voice percent: 2.547770700636943
Average position: 23.666666666666668
Docs presence percent: 0
Blog presence percent: 0
Brand mention percent: 2.666666666666667


## Profile

Overview: Jit is a cloud-native, developer-first Application Security Posture Management (ASPM) and DevSecOps orchestration platform founded in 2021 and headquartered in Boston, MA, with roots in Tel Aviv, Israel. The platform unifies more than ten open-source and commercial security scanners—covering SAST, SCA, DAST, IaC, CSPM, secrets detection, container scanning, and SBOM—into a single orchestration layer embedded directly in developer workflows. Jit's core concept, 'Minimal Viable Security' (MVS), provides pre-built, codified security plans that allow engineering teams to achieve immediate, contextually prioritized security coverage without requiring deep AppSec expertise. Its AI agents automate vulnerability triage, remediation ticket creation, and compliance reporting, enabling security teams to scale without proportional headcount growth. Jit raised a $38.5M seed round in 2022 and serves startups through enterprise customers.
Product summary: Jit is an Agentic Application Security Posture Management (ASPM) platform that orchestrates and automates product security workflows across the full software development lifecycle. It unifies code scanning, cloud security, compliance automation, and vulnerability management through AI agents and a company-specific context graph, enabling both security and development teams to detect, prioritize, and remediate risks continuously—from code commit to cloud runtime.


### Key capabilities

- AI agents (SERA, COTA, RICA) that automate vulnerability triage, remediation ticketing, and compliance reporting
- Unified orchestration of 10+ SAST, SCA, DAST, IaC, CSPM, secrets, container, and SBOM scanners
- Continuous PR/MR-based scanning with in-workflow developer feedback across GitHub, GitLab, Bitbucket, and Azure DevOps
- Context graph for runtime risk prioritization (internet exposure, production status, database proximity)
- Pre-built and custom Security Plans (MVS, SOC2, OWASP ASVS, AWS FTR, PCI, HIPAA, CIS Benchmarks)
- Automated threat modeling and architecture security reviews
- Auto-remediation with suggested code fixes tested by Jit
- Audit-ready compliance evidence generation and gap analysis
- Developer security leaderboards, MTTR tracking, and team-level security metrics
- Custom AI agent creation via natural language for internal policy and workflow encoding



### Target users

- AppSec engineers and security architects at cloud-native companies
- DevSecOps and platform engineering teams
- CTOs and VPs of Engineering at high-velocity startups seeking day-zero security
- Enterprise security teams consolidating fragmented scanning toolchains
- Development team leads responsible for service-level security posture
- Compliance and GRC teams needing continuous audit-ready evidence



### Key use cases

- Building an automated AppSec program from day zero for startups
- Achieving and maintaining SOC2, OWASP, PCI-DSS, HIPAA, and AWS FTR compliance
- Shift-left vulnerability detection across code, cloud, and CI/CD pipelines
- Consolidating fragmented security toolchains into a single orchestration layer
- Automated vulnerability prioritization to eliminate alert fatigue
- Enabling security ownership by development teams without deep AppSec expertise
- Continuous cloud security posture management across AWS, Azure, and GCP
- Generating SBOM and managing open-source license and dependency risk

Integrations ecosystem: Jit supports GitHub (SaaS and on-prem), GitLab (SaaS and on-prem), Bitbucket (Cloud and Server), and Azure DevOps for SCM integration. Cloud provider integrations include AWS, Azure, and GCP for CSPM. Security scanner integrations include Semgrep (SAST), Trivy (container scanning), KICS (IaC), OSV Scanner (SCA), Prowler (cloud security), Gitleaks/TruffleHog (secrets), and OWASP ZAP (DAST). Workflow integrations include Jira, Slack, LinearB, Monday.com, and Shortcut for ticketing and notifications. IDE support includes VS Code and IntelliJ plugins. Runtime context enrichment integrations include Upwind, Orca, Wiz, and Sweet Security. The platform exposes an open orchestration framework allowing custom security tool integration.
Pricing summary: Jit offers a free tier to get started with no credit card required. Paid tiers include Growth and Enterprise plans. A flat-rate pricing model of approximately $50 per developer per month has been referenced in Gartner Peer Insights product listings, covering all security controls and features. DAST scanning for web apps and APIs is available on Growth and Enterprise accounts. Enterprise pricing is available on request. Jit is also available via the AWS Marketplace with contract-based pricing.
Review summary: User reviews on G2 (4.5/5, 43 reviews) highlight Jit's ease of setup, deep GitHub and CI/CD integration, and strong customer support. Reviewers frequently praise the consolidation of multiple security tools into one platform and the developer-friendly experience. Common criticisms include some integrations still being incomplete, a per-contributor pricing model that can be confusing, limited aggregated analytics, and an admin interface that needs polish. Gartner Peer Insights reviews (not yet aggregated at time of research) are predominantly 5/5 and echo themes of fast onboarding, actionable findings, and responsive support.
Competitive positioning: Jit positions itself as an agentic, developer-first AppSec orchestration platform that unifies 10+ best-of-breed open-source and commercial security scanners into a single pane of glass. Its core differentiator is the 'Minimal Viable Security' (MVS) concept—pre-built, codified security plans that give engineering teams instant, contextually prioritized coverage without requiring deep security expertise. Unlike point-solution competitors (e.g., Snyk for SCA or Semgrep for SAST), Jit competes as an ASPM orchestration layer that wraps and coordinates those tools while adding AI agents, compliance automation, and a context graph for runtime risk prioritization. It targets both fast-moving startups needing day-zero security and enterprises seeking consolidated AppSec governance.
Limitations: Some integrations noted by users as still a work in progress at time of review. Per-contributor pricing model described by some reviewers as confusing. Admin interface cited as needing improvement. Ignored/suppressed alerts are difficult to audit. Aggregated analytics views are limited. Code is scanned in the customer's own SCM environment (a privacy positive), but earlier versions had limited on-prem SCM support (addressed in 2024/2025 via the SERA agent). Market presence score on G2 is relatively low compared to more established competitors, reflecting the company's early stage.


### Source urls

- https://www.jit.io/
- https://www.jit.io/about-us
- https://www.jit.io/integrations
- https://techcrunch.com/2022/06/23/security-as-code-startup-jit-comes-out-of-stealth-with-38-5m-in-seed-funding/
- https://www.jit.io/blog/yippee-weve-raised-38m-weve-launched-a-free-public-beta-and-are-welcoming-abby-kearns-onboard-as-an-advisor-youll-want-to-read-this
- https://www.g2.com/sellers/jit
- https://www.g2.com/products/jit/reviews
- https://www.gartner.com/reviews/market/application-security-posture-management-aspm-tools/vendor/jit/product/jit
- https://www.calcalistech.com/ctechnews/article/skyvh00neo
- https://nocamels.com/2022/06/stealth-security-product-jit/
- https://www.techaviv.com/companies/jit
- https://aws.amazon.com/marketplace/pp/prodview-26zahvcaclo6s
- https://docs.jit.io/docs/welcome-to-onboarding
- https://tracxn.com/d/companies/jit/__niSZck6ifNs-DatJPlTv70x6fwA2yIIeNkBqd-0J_ZY

Reviewed at: 2026-04-28T23:07:21.464+00:00


### Customer outcomes





### Reviews breakdown

| Platform | Score | Score max | Review count | Url |
| --- | --- | --- | --- | --- |
| G2 | 4.5 | 5 | 43 | https://www.g2.com/products/jit/reviews |



### Review themes



#### Praised

- Easy setup and fast onboarding
- Deep GitHub PR and CI/CD pipeline integration
- Consolidation of multiple OSS security tools in one platform
- Responsive and supportive customer team
- Developer-friendly, low-friction UX
- Context-aware vulnerability prioritization
- Pre-built security plans accelerate compliance
- Lightweight and non-disruptive to development workflows



#### Criticized

- Some integrations still a work in progress
- Per-contributor pricing model can be confusing
- Admin interface needs improvement
- Difficult to audit ignored or suppressed alerts
- Limited aggregated analytics and reporting views




### Company facts

Founded year: 2021
Hq: Boston, MA, USA


#### Founders

- David Melamed
- Aviram Shmueli
- Gil Zimmermann
- Ron Zalkind
- Tsahy Shapsa

Employees range: 11-50
Total funding: $38.5M
Valuation: Not available
Arr: Not available
Customer count: Not available
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 | 0 | 0 |
| google-ai | 0 | 0 |
| bing-copilot-search | 0 | 0 |
| xai-search | 9 | 36 |



## 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? | 1 | 5 |



## 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 | 2 |
| Developer Experience | 5 | 1 |
| Integrations & Ecosystem | 5 | 3 |
| Performance & Reliability | 5 | 1 |
| Setup & First Run | 5 | 2 |



## 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: 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: 17



#### 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: 4



#### 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: 33



#### 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: 21



#### 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: 19



#### 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: 11



#### 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: 14



#### 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: 5



#### 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: 54



#### 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.jit.io/resources/devsecops/the-devsecops-guide-to-vulnerability-prioritization | The DevSecOps Guide to Vulnerability Prioritization - Jit.io | jit.io | Not available | commercial | article | 1 | 0 |
| https://www.jit.io/resources/jit-security/announcing-jit-wiz-bridge-the-gap-between-aspm-and-cnapp | Announcing Jit + Wiz: Bridge the Gap Between ASPM... | jit.io | Not available | commercial | home | 1 | 0 |
| https://www.jit.io/resources/appsec-tools/top-dast-tools-for-2024 | Top 10 DAST Tools for 2026 - Jit.io | jit.io | Not available | commercial | home | 1 | 0 |
| https://www.jit.io/resources/appsec-tools/best-sast-tools | Black Duck Coverity... | jit.io | Not available | commercial | home | 1 | 0 |
| https://www.jit.io/resources/appsec-tools/trufflehog-vs-gitleaks-a-detailed-comparison-of-secret-scanning-tools | TruffleHog vs. Gitleaks: A Detailed Comparison of... | jit.io | Not available | commercial | home | 1 | 0 |
| https://www.jit.io/resources/appsec-tools/git-secrets-scanners-key-features-and-top-tools- | Top 8 Git Secrets Scanners in 2026 | jit.io | Not available | commercial | comparison | 1 | 0 |
| https://www.jit.io/resources/devsecops/implementing-a-complete-devsecops-toolchain-with-open-source | Implementing a Complete DevSecOps Toolchain with... | jit.io | Not available | commercial | home | 1 | 0 |
| https://www.jit.io/resources/appsec-tools/top-10-sbom-tools-to-inventory-your-app-components | Top 10 SBOM Tools to Inventory Your App Components - Jit.io | jit.io | Not available | commercial | home | 1 | 0 |



## Response excerpts





## 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: 0
Avg position delta: Not available
Citation count delta: 0