# Codacy AI visibility in AI Code Review & Code Quality

Canonical: https://devtune.ai/verticals/ai-code-review-and-code-quality/codacy

[Website](https://www.codacy.com/)

Updated: 2026-09-21T01:10:28.439321+00:00
Prompts: 25
Runs: 6


## Platforms

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

Rank: 9
Total brands: 11
Measured responses: 150
Presence percent: 2.666666666666667
Share of voice percent: 4.444444444444445
Average position: 5.375
Docs presence percent: 2.666666666666667
Blog presence percent: 0
Brand mention percent: 14.000000000000002


## Profile

Overview: Codacy is a cloud-native code quality and application security platform founded in 2012 and headquartered in Lisbon, Portugal. It helps engineering teams automatically detect and fix quality issues, security vulnerabilities, and policy violations across the full software development lifecycle—from IDE to production. The platform covers static analysis (SAST), software composition analysis (SCA), secrets detection, infrastructure-as-code scanning, DAST, and test coverage tracking, all without requiring CI/CD pipeline integration. As of 2025–2026, Codacy has expanded into AI-assisted engineering governance with AI Guardrails, an AI Reviewer, an AI Inventory, and an AI Risk Hub. It is trusted by over 15,000 organizations and more than 200,000 developers worldwide, and has raised approximately $29.9M in total venture funding.
Product summary: Codacy is a DevSecOps platform that unifies code quality scanning, application security testing, and AI coding governance into a single cloud-based solution. It analyzes code across 49 languages via SAST, SCA, secrets detection, IaC scanning, DAST, and test coverage measurement, delivering results on every commit and Pull Request via webhook—no CI/CD pipeline steps required. Its AI Reviewer layer adds context-aware PR feedback and one-click fix suggestions, while AI Guardrails enforce organizational coding and security policies in real time inside IDEs and AI coding agents (Copilot, Cursor, Claude). The platform provides a centralized AI Inventory and Risk Hub for organizations managing AI-generated code at scale.


### Key capabilities

- Automated static code analysis (SAST) across 49 programming languages and frameworks
- Software Composition Analysis (SCA) with daily CVE and malicious package re-scans
- Hardcoded secrets and password detection
- Infrastructure-as-Code (IaC) misconfiguration scanning
- Dynamic Application Security Testing (DAST) and container image scanning (Business tier)
- AI-powered Pull Request reviewer with one-click fix suggestions and false positive triage
- AI Guardrails: real-time enforcement of coding/security policies during AI-assisted code generation in IDE and agentic workflows
- Test coverage tracking and merge gates with configurable thresholds
- Centralized AI Inventory and AI Risk Hub for governing AI model and tool usage
- Organization-wide security and risk dashboard with SBOM export and SLA tracking



### Target users

- Engineering leaders and VPs of Engineering seeking organization-wide code quality and security governance
- DevSecOps and platform engineering teams consolidating AppSec tooling
- Software development teams using AI coding assistants (Copilot, Cursor, Claude) needing guardrails
- Mid-market and enterprise engineering organizations with multi-repo, multi-language codebases
- Compliance-focused teams requiring audit-ready reports for SOC 2, ISO 27001, or PCI DSS
- Open-source project maintainers (free tier for public repositories)



### Key use cases

- Automated code quality and security gate enforcement on every Pull Request
- Governing and auditing AI-generated code from Copilot, Cursor, Claude, and other coding agents
- Standardizing coding and security policies across large, multi-repo engineering organizations
- Continuous compliance evidence generation for SOC 2, ISO 27001, and PCI DSS
- Scaling unit test coverage measurement and enforcement across engineering teams
- Replacing fragmented tool stacks (SAST + SCA + secrets + coverage) with a single platform
- Developer experience improvement by shifting security and quality feedback into the IDE
- Technical debt visibility and remediation tracking at portfolio scale

Integrations ecosystem: Codacy integrates natively with GitHub Cloud, GitLab Cloud, and Bitbucket Cloud via webhook-based scanning (no pipeline steps required). IDE plugins are available for VS Code, JetBrains (IntelliJ family), and Cursor/Windsurf. AI coding agent integrations include GitHub Copilot, Claude, Gemini, and any MCP-ready LLM via the Codacy MCP server. Issue tracking integrations include Jira (two-way sync) and Slack for critical security alerts. The platform is also available on the AWS Marketplace. Codacy does not currently support self-hosted/on-premise Git deployments (GitHub Enterprise Server, GitLab self-managed, Azure DevOps/Repos are excluded).
Pricing summary: Codacy offers three tiers. Developer (free forever) covers individual developers with IDE guardrails, SAST, secrets, and SCA for public repositories across TypeScript, JavaScript, Python, and Java. Team starts at $18/dev/month (billed annually) or $21/dev/month (monthly) for up to 30 developers and 100 private repositories, including AI-powered PR feedback, quality and security gates, Jira/Slack integrations, and 49-language support. Business is custom-priced and adds unlimited repositories, DAST, container scanning, AI Inventory, SBOM export, SLA tracking, audit logs, and a dedicated Customer Success Manager. All plans include a 14-day free trial with no credit card required. Codacy is also purchasable through the AWS Marketplace.
Review summary: Codacy holds a 4.6/5 rating on G2 based on 28 verified reviews, with 80% of reviewers awarding five stars as of Fall 2023. Users consistently praise its ease of integration with GitHub, GitLab, and Bitbucket, the quality gate and automated PR review functionality, and its breadth of language support. G2 scores highlight ease of use (9.2/10), quality of support (9.2/10), and automated scans (9.1/10) as standout attributes. Common criticisms include pricing being steep for smaller organizations, slow email support response times for enterprise tiers, and the need to tune scan rules to reduce noise. Codacy has been recognized as a G2 Leader in multiple consecutive report cycles including Spring 2025.
Competitive positioning: Codacy positions itself as an all-in-one, pipeline-less DevSecOps platform that unifies code quality, static security (SAST), software composition analysis (SCA), secrets scanning, IaC, DAST, and AI coding governance in a single cloud-native solution. Its differentiating angle against SonarQube/SonarSource is simpler setup with no CI/CD pipeline steps and predictable per-developer pricing (not per-line-of-code). Against pure AI reviewers like CodeRabbit, Codacy emphasizes its broader deterministic scanning suite and AI Guardrails governance layer. The platform increasingly targets agentic/AI-assisted development teams, billing itself as the guardrail layer for Copilot, Cursor, and other LLM-driven coding agents.
Limitations: Codacy does not support self-hosted or on-premise Git providers; Azure DevOps/Repos, GitHub Enterprise Server, and self-managed GitLab are unsupported as of the research date. The platform is cloud-only for code scanning (no on-prem Codacy server). Reviewers on Capterra and G2 cite that pricing can be prohibitive for smaller organizations (~$19/dev/month on Team tier). Email-based enterprise support has been criticized for slow response times. Some users report a need to tune the signal-to-noise ratio of findings for their specific stack. Jupyter Notebook code must be extracted to Python for analysis. Real-time IDE scanning (outside the PR flow) was listed as not yet fully supported at the time of research.


### Source urls

- https://www.codacy.com/
- https://www.codacy.com/pricing
- https://www.codacy.com/about
- https://techcrunch.com/2022/09/21/codacy-nabs-15m-to-improve-code-reviews-with-automation/
- https://www.g2.com/products/codacy/reviews
- https://www.g2.com/sellers/codacy
- https://resources.codacy.com/resources/case-study-lsports
- https://resources.codacy.com/resources/customer-story-octanner
- https://resources.codacy.com/customer-case-studies
- https://github.com/codacy
- https://tracxn.com/d/companies/codacy/__IwGZjvsLnDymyOM-uhjZaOP0tLBRP1myyDnnB8HJ-Fs
- https://blog.codacy.com/codacy-named-leader-in-g2-fall-2023-report

Reviewed at: 2026-04-28T23:34:07.686+00:00


### Customer outcomes

| Customer | Summary | Metric |
| --- | --- | --- |
| LSports | LSports standardized 800 core repositories under unified quality gates and achieved a 10x increase in unit test coverage (from under 7% to 70%) over approximately two years of structured Codacy implementation, while blocking all new critical security issues at the PR merge gate. | 10x unit test coverage increase (7% to 70%); zero new critical security issues in 2 years |
| O.C. Tanner | O.C. Tanner reduced the time to identify coding issues to less than 10% of the time previously required, resulting in up to 60% savings in development costs after consolidating their code quality toolset with Codacy. | Up to 60% reduction in development costs |



### Reviews breakdown

| Platform | Score | Score max | Review count | Url |
| --- | --- | --- | --- | --- |
| G2 | 4.6 | 5 | 28 | https://www.g2.com/products/codacy/reviews |



### Review themes



#### Praised

- Easy integration with GitHub, GitLab, and Bitbucket
- Automated PR code reviews with minimal configuration
- Broad multi-language support (49 languages)
- Quality gates and merge enforcement
- Fast setup — full scan within minutes
- Responsive and helpful customer support team
- Actionable, line-level issue feedback
- Saves significant time on manual code reviews



#### Criticized

- Pricing is high for small teams or individual developers
- Email support response times can exceed 24 hours
- No support for Azure Repos or self-hosted Git deployments
- Signal-to-noise ratio requires manual tuning for some stacks
- Repository disconnects when inactive (reported by some users)
- On-prem version had stability issues and cost 2.5x more than cloud




### Company facts

Founded year: 2012
Hq: Lisbon, Portugal


#### Founders

- Jaime Jorge
- João Caxaria

Employees range: 50-100
Total funding: ~$29.9M
Valuation: Not available
Arr: Not available
Customer count: 15,000+ organizations
Status: Private


Readiness: Not available


## Ranking

| Display name | Pair count | Total pairs | Presence percent | Avg position |
| --- | --- | --- | --- | --- |
| SonarSource | 23 | 150 | 15.333333333333332 | 2.973684210526316 |
| Greptile | 20 | 150 | 13.333333333333334 | 3.0384615384615383 |
| CodeRabbit | 20 | 150 | 13.333333333333334 | 3.2903225806451615 |
| Qodo | 14 | 150 | 9.333333333333334 | 3 |
| Sourcegraph | 12 | 150 | 8 | 3.5 |
| Snyk | 8 | 150 | 5.333333333333334 | 2.9166666666666665 |
| Semgrep | 7 | 150 | 4.666666666666667 | 2.2857142857142856 |
| DeepSource | 7 | 150 | 4.666666666666667 | 2.6666666666666665 |
| Codacy | 4 | 150 | 2.666666666666667 | 5.375 |
| Graphite | 3 | 150 | 2 | 2.6666666666666665 |
| Code Climate | 1 | 150 | 0.6666666666666667 | 5 |



## Platform breakdown

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



## Strengths

| Prompt text | Platform count | Avg position |
| --- | --- | --- |
| Which code quality platforms integrate with issue trackers to automatically create tickets for critical issues found during code review? | 1 | 2 |



## Gaps

| Prompt text | Competitor presence count |
| --- | --- |
| Which AI PR review tools can summarize large diffs and give an overall assessment of a pull request rather than only commenting line by line? | 5 |
| What AI code review tools have the smoothest version control platform integration so reviews appear inline on diffs automatically on every PR? | 4 |
| Which AI code review tools can detect security vulnerabilities and insecure coding patterns across multiple languages in the same repository? | 4 |
| Looking for an AI PR review tool that learns from the codebase and past review decisions so feedback improves over time — what are my options? | 4 |
| What AI code review tools integrate with IDE plugins so developers get the same automated feedback locally before pushing a pull request? | 4 |



## Topic scores

| Topic name | Prompt count | Cited prompt count |
| --- | --- | --- |
| Capability | 5 | 1 |
| Developer Experience | 5 | 0 |
| Integrations & Ecosystem | 5 | 2 |
| Performance & Reliability | 5 | 0 |
| Setup & First Run | 5 | 0 |



## Prompt results

- Prompt text: What AI code review tools have the smoothest version control platform integration so reviews appear inline on diffs automatically on every PR?


#### Brand position by platform

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



#### Platform rows



##### Bing-copilot-search





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| SonarSource | 1 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Qodo | 3 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Greptile | 2 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Sourcegraph | 3 |



##### Xai-search




- Prompt text: What are the best automated code quality tools for a team of 15 engineers that wants to enforce standards without a dedicated security engineer?


#### Brand position by platform

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



#### Platform rows



##### Bing-copilot-search





##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Semgrep | 3 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Sourcegraph | 3 |



##### Perplexity

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



##### Xai-search




- Prompt text: What code analysis platforms have reliable CI integrations that don't cause flaky build failures due to rate limiting or API timeouts?


#### Brand position by platform

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



#### Platform rows



##### Bing-copilot-search





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| CodeRabbit | 1 |
| Greptile | 2 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| SonarSource | 1 |
| Semgrep | 2 |
| Snyk | 3 |
| Code Climate | 5 |



##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| SonarSource | 1 |



##### Xai-search




- Prompt text: What AI code review platforms are popular with engineering leads who want to spend less time on repetitive PR feedback and more on architectural comments?


#### Brand position by platform

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



#### Platform rows



##### Bing-copilot-search





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| CodeRabbit | 1 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| CodeRabbit | 1 |
| Greptile | 2 |
| Qodo | 3 |



##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| Sourcegraph | 1 |
| Greptile | 3 |
| Qodo | 5 |



##### Xai-search




- Prompt text: Which AI code review tools can detect security vulnerabilities and insecure coding patterns across multiple languages in the same repository?


#### Brand position by platform

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



#### Platform rows



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| DeepSource | 4 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Sourcegraph | 2 |
| CodeRabbit | 3 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Semgrep | 1 |
| Snyk | 2 |
| CodeRabbit | 4 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Sourcegraph | 1 |
| DeepSource | 2 |



##### Perplexity

| Display name | Position |
| --- | --- |
| DeepSource | 1 |
| SonarSource | 3 |



##### Xai-search




- Prompt text: Which AI code review tools give feedback that engineers actually find useful — not just style nitpicks but real logic and security issues?


#### Brand position by platform

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



#### Platform rows



##### Bing-copilot-search





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Sourcegraph | 1 |
| Greptile | 3 |



##### Chatgpt-search





##### Google-ai

| Display name | Position |
| --- | --- |
| Sourcegraph | 2 |



##### Perplexity

| Display name | Position |
| --- | --- |
| DeepSource | 1 |
| SonarSource | 4 |
| Greptile | 6 |



##### Xai-search




- Prompt text: Looking for an AI PR review tool that learns from the codebase and past review decisions so feedback improves over time — what are my options?


#### Brand position by platform

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



#### Platform rows



##### Bing-copilot-search





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| CodeRabbit | 1 |
| Greptile | 2 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Greptile | 1 |
| Qodo | 2 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Greptile | 1 |
| CodeRabbit | 6 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Qodo | 1 |
| CodeRabbit | 3 |
| Greptile | 5 |



##### Xai-search




- Prompt text: Which AI PR review tools can summarize large diffs and give an overall assessment of a pull request rather than only commenting line by line?


#### Brand position by platform

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



#### Platform rows



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Sourcegraph | 2 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| CodeRabbit | 2 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Greptile | 2 |
| Qodo | 3 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Greptile | 1 |



##### Perplexity

| Display name | Position |
| --- | --- |
| CodeRabbit | 1 |
| Greptile | 6 |



##### Xai-search




- Prompt text: Which code quality platforms can analyze a 500k-line legacy codebase and give a prioritized technical debt report without manual configuration?


#### Brand position by platform

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



#### Platform rows



##### Bing-copilot-search





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| CodeRabbit | 2 |
| Qodo | 3 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| SonarSource | 2 |



##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| SonarSource | 3 |



##### Xai-search




- Prompt text: I need a code quality tool that enforces quality gates in CI and blocks merges when coverage drops or critical issues are introduced — which platforms do this well?


#### Brand position by platform

Bing-copilot-search: Not available
Google-ai-mode: Not available
Chatgpt-search: 1
Google-ai: Not available
Perplexity: 4
Xai-search: Not available



#### Platform rows



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| SonarSource | 1 |



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Codacy | 1 |



##### Google-ai

| Display name | Position |
| --- | --- |
| SonarSource | 2 |



##### Perplexity

| Display name | Position |
| --- | --- |
| SonarSource | 1 |
| Codacy | 4 |



##### Xai-search




- Prompt text: What code review tools work across both cloud-hosted and on-premises version control systems for teams with a hybrid repository strategy?


#### Brand position by platform

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



#### Platform rows



##### Bing-copilot-search





##### Google-ai-mode

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



##### Chatgpt-search





##### Google-ai

| Display name | Position |
| --- | --- |
| SonarSource | 1 |
| CodeRabbit | 3 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Qodo | 3 |



##### Xai-search




- Prompt text: I'm evaluating AI pull request review tools for a Python and TypeScript codebase — which ones require the least configuration to get useful feedback from day one?


#### Brand position by platform

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



#### Platform rows



##### Bing-copilot-search





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| SonarSource | 1 |



##### Chatgpt-search





##### Google-ai

| Display name | Position |
| --- | --- |
| DeepSource | 1 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Qodo | 2 |
| CodeRabbit | 3 |



##### Xai-search




- Prompt text: What code quality platforms scale to thousands of PRs per day without degrading analysis quality or response time?


#### Brand position by platform

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



#### Platform rows



##### Bing-copilot-search





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| DeepSource | 1 |
| Sourcegraph | 2 |



##### Chatgpt-search

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



##### Google-ai

| Display name | Position |
| --- | --- |
| Sourcegraph | 1 |
| Graphite | 5 |



##### Perplexity





##### Xai-search




- Prompt text: Looking for a code quality tool that feeds results into a security dashboard for CISO-level reporting — which platforms have strong SIEM and security integrations?


#### Brand position by platform

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



#### Platform rows



##### Bing-copilot-search





##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Snyk | 1 |
| SonarSource | 3 |



##### Google-ai





##### Perplexity

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



##### Xai-search




- Prompt text: What code quality platforms have the lowest false positive rate so developers don't spend time dismissing irrelevant warnings?


#### Brand position by platform

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



#### Platform rows



##### Bing-copilot-search





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Sourcegraph | 2 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Semgrep | 1 |



##### Google-ai

| Display name | Position |
| --- | --- |
| DeepSource | 2 |



##### Perplexity





##### Xai-search




- Prompt text: Which code quality tools let teams define custom rules and guardrails specific to their architecture so the tool enforces their own conventions?


#### Brand position by platform

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



#### Platform rows



##### Bing-copilot-search





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Greptile | 3 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Semgrep | 2 |
| SonarSource | 3 |



##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| SonarSource | 3 |



##### Xai-search




- Prompt text: Which AI review tools handle very large pull requests with 500+ changed files without timing out or producing incomplete feedback?


#### Brand position by platform

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



#### Platform rows



##### Bing-copilot-search





##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Greptile | 1 |



##### Google-ai





##### Perplexity





##### Xai-search




- Prompt text: What code quality platforms track technical debt trends over time and show whether the team is paying it down or accumulating more?


#### Brand position by platform

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



#### Platform rows



##### Bing-copilot-search





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| SonarSource | 2 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| SonarSource | 1 |



##### Google-ai





##### Perplexity





##### Xai-search




- Prompt text: Which AI code review tools maintain consistent review quality across a polyglot repository with Go, Python, and TypeScript services?


#### Brand position by platform

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



#### Platform rows



##### Bing-copilot-search





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| SonarSource | 2 |
| Sourcegraph | 3 |



##### Chatgpt-search





##### Google-ai

| Display name | Position |
| --- | --- |
| Greptile | 2 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Greptile | 6 |



##### Xai-search




- Prompt text: What AI code review tools integrate with IDE plugins so developers get the same automated feedback locally before pushing a pull request?


#### Brand position by platform

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



#### Platform rows



##### Bing-copilot-search





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Qodo | 3 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Qodo | 1 |
| CodeRabbit | 3 |
| SonarSource | 5 |
| Codacy | 6 |



##### Google-ai

| Display name | Position |
| --- | --- |
| CodeRabbit | 1 |



##### Perplexity

| Display name | Position |
| --- | --- |
| CodeRabbit | 1 |



##### Xai-search




- Prompt text: Which AI code review tools can be added to a pull request workflow in under 30 minutes with no changes to existing CI pipelines?


#### Brand position by platform

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



#### Platform rows



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Qodo | 5 |



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Graphite | 2 |



##### Google-ai





##### Perplexity





##### Xai-search




- Prompt text: Which code quality platforms integrate with issue trackers to automatically create tickets for critical issues found during code review?


#### Brand position by platform

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



#### Platform rows



##### Bing-copilot-search





##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| SonarSource | 1 |
| Codacy | 2 |
| Snyk | 3 |



##### Google-ai

| Display name | Position |
| --- | --- |
| SonarSource | 3 |



##### Perplexity





##### Xai-search




- Prompt text: Which AI PR review platforms support self-hosted deployments that keep code on-premises and don't send source code to third-party models?


#### Brand position by platform

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



#### Platform rows



##### Bing-copilot-search





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| CodeRabbit | 1 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Qodo | 1 |
| Greptile | 2 |



##### Google-ai





##### Perplexity





##### Xai-search




- Prompt text: What AI code review tools can analyze infrastructure-as-code files alongside application code for a full-stack security posture review?


#### Brand position by platform

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



#### Platform rows



##### Bing-copilot-search





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Greptile | 1 |
| Semgrep | 3 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Snyk | 1 |
| CodeRabbit | 3 |



##### Google-ai





##### Perplexity





##### Xai-search




- Prompt text: Which AI code review tools complete their analysis fast enough to not delay a PR workflow — which ones consistently finish within 2 minutes?


#### Brand position by platform

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



#### Platform rows



##### Bing-copilot-search





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Graphite | 1 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Greptile | 4 |
| Qodo | 5 |



##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| CodeRabbit | 4 |



##### Xai-search







## Top sources

| Url | Title | Domain | Logo url | Source vertical | Content type | Citation count | Last30d count |
| --- | --- | --- | --- | --- | --- | --- | --- |
| https://docs.codacy.com/repositories-configure/adjusting-quality-gates/ | Adjusting quality gates - Codacy docs | docs.codacy.com | Not available | commercial | documentation | 4 | 4 |
| https://docs.codacy.com/organizations/integrations/jira-integration/ | Jira integration for Security and risk management - Codacy docs | docs.codacy.com | Not available | commercial | documentation | 3 | 3 |
| https://docs.codacy.com/getting-started/integrating-codacy-with-intellij-ides/ | Integrating Codacy with IntelliJ IDEs - Codacy docs | docs.codacy.com | Not available | commercial | documentation | 1 | 1 |
| https://docs.codacy.com/v12.0/faq/general/how-do-i-block-merging-prs-using-codacy-as-a-quality-gate/ | How do I block merging pull requests using Codacy as a quality gate? | docs.codacy.com | Not available | commercial | documentation | 1 | 1 |
| https://docs.codacy.com/getting-started/integrating-codacy-with-your-git-workflow/ | Integrating Codacy with your Git workflow | docs.codacy.com | Not available | commercial | documentation | 1 | 1 |
| https://docs.codacy.com/v14.0/repositories-configure/adjusting-quality-settings/ | Adjusting quality settings - Codacy docs | docs.codacy.com | Not available | commercial | documentation | 1 | 1 |
| https://docs.codacy.com/repositories-configure/integrations/github-integration/ | GitHub integration - Codacy docs | docs.codacy.com | Not available | commercial | documentation | 1 | 1 |



## Response excerpts

| Prompt text | Platform | Excerpt |
| --- | --- | --- |
| I'm evaluating AI pull request review tools for a Python and TypeScript codebase — which ones require the least configuration to get useful feedback from day one? | google-ai-mode | Codacy \*: Offers the fastest Git-based onboarding experience. |
| What AI code review tools have the smoothest version control platform integration so reviews appear inline on diffs automatically on every PR? | google-ai-mode | Codacy : Similar to SonarQube, it provides automated code reviews and quality gates for security, style, and coverage. |
| What code analysis platforms have reliable CI integrations that don't cause flaky build failures due to rate limiting or API timeouts? | bing-copilot-search | The most reliable CI-integrated code analysis platforms today are SonarQube, Code Climate Quality, Codacy, and DeepSource — all of which emphasize stable APIs, native CI/CD integrations, and configurable quality gates that minimize flaky build failures... |



## Competitor excerpts

| Platform | Competitor name | Excerpt |
| --- | --- | --- |
| bing-copilot-search | Sourcegraph | 8 Best AI Code Review Tools Compared (2026)Sourcegraph. 13 Best Automated Code Review Tools in 2026: AI and Static Analysis Compared \| Sourcegraphssojet.com. |
| google-ai-mode | CodeRabbit | ...st (PR) summaries, walkthroughs, and overall architectural assessments rather than just noisy line-by-line comments . CodeRabbit +2 The leading tools providing robust macro-level assessments and diff summaries include: * CodeRabbit : High... |
| chatgpt-search | Greptile | ...dling \| \| --- \| --- \| --- \| --- \| --- \| \| CodeRabbit \| Strong \| Moderate–strong \| Yes \| Good \| \| Greptile \| Strong \| Very strong \| Yes \| Very good \| \| Qodo \| Strong \| Strong \| Yes \| Good \| \| Graphite Agen... |
| chatgpt-search | Qodo | ...Strong \| Moderate–strong \| Yes \| Good \| \| Greptile \| Strong \| Very strong \| Yes \| Very good \| \| Qodo \| Strong \| Strong \| Yes \| Good \| \| Graphite Agent \| Strong \| Moderate \| Yes \| Strong workflow for large PRs \|... |
| google-ai | Greptile | Greptile * How it handles large diffs: Greptile indexes your entire codebase (not just the files changed in the PR). |
| perplexity | CodeRabbit | CodeRabbit — Produces a PR summary and walkthrough, organizes large diffs into logical change layers, and provides a consolidated view of merge blockers, checks, review decisions, and findings—effectively an overall “can this merge?” |
| chatgpt-search | Qodo | ...\| Teams all-in on GitHub \| \| GitLab Duo Code Review \| GitLab \| Yes \| Yes \| Teams all-in on GitLab \| \| Qodo \| GitHub, GitLab, Bitbucket \| Yes \| Yes \| Teams spanning multiple Git platforms \| \| CodeRabbit \| GitHub, G... |
| google-ai | Greptile | Greptile \+ 1 * Qodo (formerly CodiumAI / Qodo Merge) * Platform Support: GitHub, GitLab, Bitbucket, and Azure DevOps. |
| google-ai-mode | Sourcegraph | Sourcegraph * Greptile : Highly capable for large codebases, but it requires a short indexing delay on day one to build its codebase map before the feedback reaches peak utility. |
| google-ai-mode | CodeRabbit | \| Tool \| Initial Setup Requirement \| Python & TS Support \| Day-One Noise Level \| \| --- \| --- \| --- \| --- \| \| CodeRabbit \| 1-click GitHub App install ; works instantly without a `.coderabbit.yaml` file. |
| chatgpt-search | Semgrep | ...urity analysis \| Cross-file / data-flow \| AI-assisted review/fixes \| Best fit \| \| --- \| --- \| --- \| --- \| --- \| \| Semgrep Code \| 30+ languages \| Yes with Pro Engine \| Yes \| Polyglot AppSec + PR review \| \| Snyk Code \| 15+ lan... |
| chatgpt-search | Snyk | ...\| --- \| \| Semgrep Code \| 30+ languages \| Yes with Pro Engine \| Yes \| Polyglot AppSec + PR review \| \| Snyk Code \| 15+ languages \| Yes \| Yes \| SAST + dependency/security workflow \| \| GitHub CodeQL + Copilot Autofix... |



## Trend

Visibility delta: 2.229126213592233
Avg position delta: 1.375
Citation count delta: 5