# Sourcegraph AI visibility in AI Code Review & Code Quality Canonical: https://devtune.ai/verticals/ai-code-review-and-code-quality/sourcegraph [Website](https://sourcegraph.com/) Updated: 2026-09-27T22:41:07.149577+00:00 Prompts: 25 Runs: 6 ## Platforms - google-ai-mode - perplexity - bing-copilot-search - chatgpt-search - google-ai - xai-search Rank: 7 Total brands: 11 Measured responses: 150 Presence percent: 6 Share of voice percent: 10.650887573964498 Average position: 3.2777777777777777 Docs presence percent: 0 Blog presence percent: 6 Brand mention percent: 0 ## Profile Overview: Sourcegraph Inc. is a San Francisco-based developer tools company founded in 2013 by Quinn Slack and Beyang Liu. It offers a code intelligence platform built around a proprietary SCIP-powered semantic code graph that indexes large, complex enterprise codebases across all repositories and code hosts. Its core products include Code Search (cross-repository exact and structural search), Cody (an AI coding assistant with full-codebase context), Batch Changes (automated large-scale code edits), Code Insights (engineering metrics tracking), and Amp (an agentic AI coding tool). The platform serves 200+ enterprise engineering teams and has indexed more than 54 billion lines of code. Customers include Palo Alto Networks, Stripe, Reddit, Coinbase, and Dropbox. Sourcegraph is backed by Andreessen Horowitz and Sequoia Capital with $223M in total funding. Product summary: Sourcegraph is an enterprise code intelligence platform that semantically indexes entire codebases—across every repository, code host, and language—to give developers and AI agents complete, accurate context. Its platform includes Code Search for exact and structural queries, Cody for context-aware AI coding assistance, Batch Changes for automating cross-repository code modifications at scale, Code Insights for tracking engineering trends, and an MCP server that exposes the code graph to external AI agents. Targeting large engineering organizations managing 'Big Code,' Sourcegraph emphasizes whole-codebase comprehension, enterprise security, and agentic AI interoperability. ### Key capabilities - SCIP-powered semantic code graph indexing across all repositories - Cross-repository exact, regex, and structural code search - Deep Search: natural-language agentic search with cited answers - Cody AI coding assistant with full codebase context (chat, autocomplete, inline edits) - Batch Changes: automated large-scale code changes across 100s of repositories - Code Insights: historical trend tracking for migrations, adoption, and risk - Code Monitoring: real-time alerts on code pattern changes - MCP server exposing code graph to external AI agents - LLM flexibility: supports Anthropic Claude, OpenAI GPT, Google Gemini, and bring-your-own-LLM - Enterprise security: single-tenant cloud, zero data retention, RBAC, SSO ### Target users - Enterprise software engineering teams (100+ developers) - Platform and infrastructure engineers managing large monorepos - Security and compliance engineers conducting vulnerability remediation - Engineering managers tracking code health and migration progress - New hire developers onboarding into complex, unfamiliar codebases - AI/agent platform teams requiring full-codebase context via MCP ### Key use cases - Cross-repository vulnerability search and remediation (e.g., Log4j, CVE patching) - Large-scale codebase migrations and dependency updates via Batch Changes - Developer onboarding and code comprehension in complex monorepos - Providing full codebase context to AI coding agents via MCP - Tracking engineering initiatives and code health metrics over time - Security compliance reviews and code pattern enforcement - Monolith-to-microservices refactoring across distributed repositories - Agentic coding workflows requiring accurate, repo-wide context retrieval Integrations ecosystem: Sourcegraph integrates with major code hosts including GitHub, GitLab, Bitbucket, and Perforce. IDE support spans VS Code, JetBrains IDEs (IntelliJ, PyCharm, etc.), Visual Studio, and Eclipse. It exposes a GraphQL API, REST API, webhooks, and a CLI. The MCP (Model Context Protocol) server enables AI coding agents to consume Sourcegraph's code graph context. Notification and alerting integrations include Slack, PagerDuty, email, and Jira. Code coverage integration is supported via Codecov. Authentication supports SAML, OpenID Connect, OAuth, and SCIM provisioning. The platform is SOC2 Type II and ISO 27001 certified. Pricing summary: Sourcegraph currently offers a single publicly listed plan: Enterprise Search at $49/user/month (single-tenant cloud), which includes Deep Search, Code Search, Batch Changes, Code Insights, Code Navigation, and Code Monitoring with 24×5 support. Cody Enterprise (AI coding assistant) is separately priced at $59/user/month and includes all enterprise security and LLM flexibility features. Cody Free, Cody Pro, and Enterprise Starter plans were discontinued effective July 23, 2025. The Amp agentic coding tool operates on a credit-based pricing model. Custom enterprise contracts are available via sales. Review summary: Sourcegraph's AI assistant (reviewed under Cody and now Amp on G2) holds a 4.5/5 rating from 91 reviews. Users consistently praise the deep codebase context awareness that distinguishes it from generic autocomplete tools, flexibility to choose among multiple LLMs, and the non-intrusive IDE plugin experience. The platform is particularly valued by teams managing large monorepos or complex multi-repository architectures. Criticisms center on struggles with complex multi-step logic, occasional AI hallucinations, and a perception that the product is overkill or cost-prohibitive for smaller teams. Employee and customer reviews also reflect concern over frequent strategic pivots—including the Cody-to-Amp transition and discontinuation of self-serve plans. Competitive positioning: Sourcegraph positions itself as the enterprise-grade 'Big Code' intelligence platform—differentiating on whole-codebase context (SCIP-powered code graph), cross-repository search depth, and AI agent interoperability (MCP server) rather than individual developer autocomplete. Its primary pitch is that AI agents and developers operating without full codebase context miss critical cross-cutting changes; Sourcegraph supplies that context layer. Unlike point-solution AI code review tools (CodeRabbit, Qodo) or static-analysis-first tools (SonarSource, Semgrep), Sourcegraph leads with search and comprehension before quality enforcement, targeting teams managing millions of lines of code across hundreds of repositories. Limitations: Sourcegraph closed its source code in 2024 (repository made private), removing the open-source option for self-hosted deployments. Cody Free and Pro plans were discontinued in July 2025, leaving only Cody Enterprise and the new Amp agent—reducing accessibility for small teams and individual developers. The Enterprise Search plan starts at $49/user/month, making it cost-prohibitive for startups or small engineering organizations. Reviewers note the AI assistant (Cody/Amp) can struggle with complex multi-step logic and long dependency chains, and occasional hallucinations require careful human validation. The company has undergone multiple product strategy pivots (Cody rebranding to Amp, Cody Free/Pro discontinuation), which has created customer uncertainty and internal churn according to employee reviews. ### Source urls - https://sourcegraph.com/ - https://sourcegraph.com/pricing - https://sourcegraph.com/case-studies - https://sourcegraph.com/case-studies/workiva-automates-large-scale-code-changes - https://sourcegraph.com/case-studies/nutanix-fixed-log4j-with-sourcegraph - https://sourcegraph.com/case-studies/palo-alto-networks-boosts-2-000-developers-productivity-using-ai-solutions-from-aws-anthropic-and-sourcegraph - https://sourcegraph.com/blog/announcing-sourcegraphs-series-d-round - https://sourcegraph.com/blog/changes-to-cody-free-pro-and-enterprise-starter-plans - https://en.wikipedia.org/wiki/Sourcegraph - https://tracxn.com/d/companies/sourcegraph/__VKOX0-AKdgV8MrEkAWvpxYcwQPfPjxyEjHJQ8TbiBCU - https://www.crunchbase.com/organization/sourcegraph - https://www.g2.com/products/amp-code-amp/reviews - https://github.com/sourcegraph - https://getlatka.com/companies/sourcegraph - https://pitchbook.com/profiles/company/92365-12 Reviewed at: 2026-04-28T23:33:06.476+00:00 ### Customer outcomes | Customer | Summary | Metric | | --- | --- | --- | | Workiva | Workiva's Client Platform Team replaced their internal tooling with Sourcegraph Batch Changes to propagate dependency updates across 70+ repositories. The switch eliminated ongoing maintenance burden and dramatically accelerated large-scale code change cycles. | 80% reduction in time for large-scale code changes | | Nutanix | Nutanix used Sourcegraph to identify every instance of the Log4j vulnerability across a sprawling multi-repo codebase with 100% confidence, and delivered customer patches within four days of the vulnerability's disclosure. | 4 days to full Log4j remediation across all repositories | | Palo Alto Networks | Palo Alto Networks deployed Sourcegraph with AWS and Anthropic to boost developer productivity for 2,000 engineers while maintaining enterprise-grade security controls. | Up to 40% productivity improvement for 2,000 developers | ### Reviews breakdown | Platform | Score | Score max | Review count | Url | | --- | --- | --- | --- | --- | | G2 | 4.5 | 5 | 91 | https://www.g2.com/products/amp-code-amp/reviews | ### Review themes #### Praised - Deep full-codebase context awareness - Flexibility to choose and switch LLM models - Non-intrusive IDE integration - Powerful cross-repository code search - Rapid product updates tracking latest LLMs - Strong enterprise security and compliance controls - Effective for large monorepo navigation and onboarding - Prompt Library for reusable team workflows #### Criticized - Struggles with complex multi-step or multi-dependency logic - Frequent strategy pivots and product discontinuations - Cody Free/Pro removal reduces accessibility for small teams - Occasional AI hallucinations requiring human validation - Source code closed in 2024, removing open-source option - Cost-prohibitive for startups or individual developers - Integration with third-party tools still maturing ### Company facts Founded year: 2013 Hq: San Francisco, CA, USA #### Founders - Quinn Slack - Beyang Liu Employees range: 150-250 Total funding: $223M Valuation: $2.625B (July 2021) Arr: ~$50M Customer count: 200+ enterprise engineering teams Status: Private Readiness: Not available ## Ranking | Display name | Pair count | Total pairs | Presence percent | Avg position | | --- | --- | --- | --- | --- | | Greptile | 21 | 150 | 14.000000000000002 | 4.04 | | SonarSource | 19 | 150 | 12.666666666666668 | 3.076923076923077 | | Qodo | 15 | 150 | 10 | 3.217391304347826 | | CodeRabbit | 14 | 150 | 9.333333333333334 | 2.9642857142857144 | | Semgrep | 9 | 150 | 6 | 2.7 | | Codacy | 9 | 150 | 6 | 3.076923076923077 | | Sourcegraph | 9 | 150 | 6 | 3.2777777777777777 | | DeepSource | 6 | 150 | 4 | 4.166666666666667 | | Snyk | 4 | 150 | 2.666666666666667 | 2.5 | | Graphite | 1 | 150 | 0.6666666666666667 | 2 | | Code Climate | 0 | 150 | 0 | Not available | ## Platform breakdown | Platform | Prompt count | Presence rate | | --- | --- | --- | | google-ai-mode | 1 | 4 | | perplexity | 0 | 0 | | bing-copilot-search | 0 | 0 | | chatgpt-search | 0 | 0 | | google-ai | 8 | 32 | | xai-search | 0 | 0 | ## Strengths | Prompt text | Platform count | Avg position | | --- | --- | --- | | 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? | 1 | 1 | | What code quality platforms have the lowest false positive rate so developers don't spend time dismissing irrelevant warnings? | 1 | 1 | | What AI code review tools integrate with IDE plugins so developers get the same automated feedback locally before pushing a pull request? | 1 | 1 | | Which AI code review tools can be added to a pull request workflow in under 30 minutes with no changes to existing CI pipelines? | 1 | 1 | | Which AI PR review platforms support self-hosted deployments that keep code on-premises and don't send source code to third-party models? | 1 | 1 | ## Gaps | Prompt text | Competitor presence count | | --- | --- | | 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? | 3 | | What code quality platforms scale to thousands of PRs per day without degrading analysis quality or response time? | 3 | | Which AI code review tools can detect security vulnerabilities and insecure coding patterns across multiple languages in the same repository? | 3 | | Which AI code review tools give feedback that engineers actually find useful — not just style nitpicks but real logic and security issues? | 3 | | What code quality platforms track technical debt trends over time and show whether the team is paying it down or accumulating more? | 3 | ## Topic scores | Topic name | Prompt count | Cited prompt count | | --- | --- | --- | | Capability | 5 | 0 | | Developer Experience | 5 | 3 | | Integrations & Ecosystem | 5 | 2 | | Performance & Reliability | 5 | 2 | | Setup & First Run | 5 | 2 | ## Prompt results - 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 Google-ai-mode: Not available Perplexity: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode ##### Perplexity | Display name | Position | | --- | --- | | SonarSource | 1 | ##### Bing-copilot-search ##### Chatgpt-search | Display name | Position | | --- | --- | | SonarSource | 1 | | Semgrep | 2 | | Codacy | 4 | ##### Google-ai ##### 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 Google-ai-mode: Not available Perplexity: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai: 1 Xai-search: Not available #### Platform rows ##### Google-ai-mode ##### Perplexity | Display name | Position | | --- | --- | | CodeRabbit | 1 | | Greptile | 4 | ##### Bing-copilot-search ##### Chatgpt-search | Display name | Position | | --- | --- | | Greptile | 1 | | Qodo | 2 | ##### Google-ai | Display name | Position | | --- | --- | | Sourcegraph | 1 | ##### 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 Google-ai-mode: Not available Perplexity: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode ##### Perplexity | Display name | Position | | --- | --- | | SonarSource | 3 | ##### Bing-copilot-search ##### Chatgpt-search ##### Google-ai ##### 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 Google-ai-mode: Not available Perplexity: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode ##### Perplexity | Display name | Position | | --- | --- | | Qodo | 5 | | Greptile | 7 | ##### Bing-copilot-search ##### Chatgpt-search | Display name | Position | | --- | --- | | Qodo | 1 | | Greptile | 2 | ##### Google-ai ##### 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 Google-ai-mode: Not available Perplexity: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode ##### Perplexity | Display name | Position | | --- | --- | | SonarSource | 1 | | Codacy | 3 | ##### Bing-copilot-search ##### Chatgpt-search | Display name | Position | | --- | --- | | SonarSource | 1 | | DeepSource | 2 | ##### Google-ai | Display name | Position | | --- | --- | | SonarSource | 2 | ##### 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 Google-ai-mode: Not available Perplexity: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode ##### Perplexity | Display name | Position | | --- | --- | | Qodo | 1 | | CodeRabbit | 3 | ##### Bing-copilot-search ##### Chatgpt-search ##### Google-ai ##### 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 Google-ai-mode: Not available Perplexity: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode ##### Perplexity | Display name | Position | | --- | --- | | CodeRabbit | 1 | ##### Bing-copilot-search ##### Chatgpt-search ##### Google-ai ##### 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 Google-ai-mode: Not available Perplexity: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode ##### Perplexity | Display name | Position | | --- | --- | | SonarSource | 1 | | Codacy | 3 | | DeepSource | 5 | ##### Bing-copilot-search ##### Chatgpt-search | Display name | Position | | --- | --- | | Codacy | 2 | ##### Google-ai | Display name | Position | | --- | --- | | Graphite | 1 | ##### 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 Google-ai-mode: Not available Perplexity: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai: 1 Xai-search: Not available #### Platform rows ##### Google-ai-mode ##### Perplexity | Display name | Position | | --- | --- | | SonarSource | 2 | | DeepSource | 4 | | Greptile | 6 | ##### Bing-copilot-search ##### Chatgpt-search | Display name | Position | | --- | --- | | SonarSource | 1 | | Semgrep | 2 | ##### Google-ai | Display name | Position | | --- | --- | | Sourcegraph | 1 | ##### 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 Google-ai-mode: Not available Perplexity: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode ##### Perplexity ##### Bing-copilot-search ##### Chatgpt-search | Display name | Position | | --- | --- | | SonarSource | 4 | ##### Google-ai | Display name | Position | | --- | --- | | Greptile | 2 | ##### 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 Google-ai-mode: Not available Perplexity: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai: 2 Xai-search: Not available #### Platform rows ##### Google-ai-mode ##### Perplexity | Display name | Position | | --- | --- | | CodeRabbit | 1 | ##### Bing-copilot-search ##### Chatgpt-search | Display name | Position | | --- | --- | | Codacy | 2 | | CodeRabbit | 4 | ##### Google-ai | Display name | Position | | --- | --- | | Sourcegraph | 2 | | Greptile | 3 | ##### 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 Google-ai-mode: Not available Perplexity: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai: 4 Xai-search: Not available #### Platform rows ##### Google-ai-mode ##### Perplexity | Display name | Position | | --- | --- | | Greptile | 1 | | CodeRabbit | 3 | ##### Bing-copilot-search ##### Chatgpt-search | Display name | Position | | --- | --- | | Qodo | 1 | | CodeRabbit | 4 | | Greptile | 5 | ##### Google-ai | Display name | Position | | --- | --- | | Sourcegraph | 4 | ##### 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 Google-ai-mode: Not available Perplexity: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai: 1 Xai-search: Not available #### Platform rows ##### Google-ai-mode | Display name | Position | | --- | --- | | Snyk | 3 | ##### Perplexity | Display name | Position | | --- | --- | | Qodo | 1 | | SonarSource | 3 | ##### Bing-copilot-search ##### Chatgpt-search ##### Google-ai | Display name | Position | | --- | --- | | Sourcegraph | 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 Google-ai-mode: Not available Perplexity: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai: 1 Xai-search: Not available #### Platform rows ##### Google-ai-mode ##### Perplexity | Display name | Position | | --- | --- | | Greptile | 3 | | DeepSource | 6 | ##### Bing-copilot-search | Display name | Position | | --- | --- | | Qodo | 6 | ##### Chatgpt-search | Display name | Position | | --- | --- | | Greptile | 2 | ##### Google-ai | Display name | Position | | --- | --- | | Sourcegraph | 1 | ##### 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 Google-ai-mode: Not available Perplexity: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode ##### Perplexity | Display name | Position | | --- | --- | | Semgrep | 1 | | SonarSource | 3 | ##### Bing-copilot-search ##### Chatgpt-search | Display name | Position | | --- | --- | | Semgrep | 1 | | Codacy | 2 | | Snyk | 3 | ##### Google-ai ##### 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 Google-ai-mode: Not available Perplexity: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai: 3 Xai-search: Not available #### Platform rows ##### Google-ai-mode ##### Perplexity | Display name | Position | | --- | --- | | SonarSource | 1 | | Semgrep | 3 | ##### Bing-copilot-search ##### Chatgpt-search | Display name | Position | | --- | --- | | Semgrep | 3 | ##### Google-ai | Display name | Position | | --- | --- | | Sourcegraph | 3 | ##### 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 Google-ai-mode: 1 Perplexity: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode | Display name | Position | | --- | --- | | Sourcegraph | 1 | | CodeRabbit | 2 | ##### Perplexity | Display name | Position | | --- | --- | | CodeRabbit | 3 | | Greptile | 5 | ##### Bing-copilot-search ##### Chatgpt-search | Display name | Position | | --- | --- | | Qodo | 3 | | Greptile | 4 | | Semgrep | 7 | ##### Google-ai | Display name | Position | | --- | --- | | Qodo | 3 | ##### 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 Google-ai-mode: Not available Perplexity: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode ##### Perplexity | Display name | Position | | --- | --- | | CodeRabbit | 1 | ##### Bing-copilot-search | Display name | Position | | --- | --- | | DeepSource | 1 | ##### Chatgpt-search | Display name | Position | | --- | --- | | Semgrep | 1 | | Snyk | 2 | | CodeRabbit | 3 | | Qodo | 4 | ##### Google-ai ##### 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 Google-ai-mode: Not available Perplexity: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode ##### Perplexity | Display name | Position | | --- | --- | | Qodo | 1 | | Greptile | 4 | ##### Bing-copilot-search ##### Chatgpt-search | Display name | Position | | --- | --- | | CodeRabbit | 2 | | Greptile | 3 | ##### Google-ai ##### 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 Google-ai-mode: Not available Perplexity: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode ##### Perplexity | Display name | Position | | --- | --- | | Qodo | 4 | | Greptile | 5 | | SonarSource | 6 | | DeepSource | 7 | ##### Bing-copilot-search ##### Chatgpt-search | Display name | Position | | --- | --- | | Snyk | 2 | | Semgrep | 3 | ##### Google-ai ##### 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 Google-ai-mode: Not available Perplexity: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode ##### Perplexity ##### Bing-copilot-search ##### Chatgpt-search | Display name | Position | | --- | --- | | Greptile | 4 | ##### Google-ai ##### 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 Google-ai-mode: Not available Perplexity: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai: 4 Xai-search: Not available #### Platform rows ##### Google-ai-mode ##### Perplexity | Display name | Position | | --- | --- | | Qodo | 3 | | Greptile | 5 | ##### Bing-copilot-search | Display name | Position | | --- | --- | | SonarSource | 3 | ##### Chatgpt-search | Display name | Position | | --- | --- | | CodeRabbit | 2 | | Greptile | 3 | | Qodo | 5 | ##### Google-ai | Display name | Position | | --- | --- | | Sourcegraph | 4 | ##### 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 Google-ai-mode: Not available Perplexity: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode ##### Perplexity | Display name | Position | | --- | --- | | SonarSource | 1 | ##### Bing-copilot-search ##### Chatgpt-search | Display name | Position | | --- | --- | | SonarSource | 3 | ##### Google-ai ##### Xai-search - 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 Google-ai-mode: Not available Perplexity: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode ##### Perplexity | Display name | Position | | --- | --- | | Qodo | 4 | | Greptile | 6 | ##### Bing-copilot-search ##### Chatgpt-search | Display name | Position | | --- | --- | | CodeRabbit | 1 | | Greptile | 4 | ##### Google-ai ##### 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 Google-ai-mode: Not available Perplexity: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode ##### Perplexity | Display name | Position | | --- | --- | | SonarSource | 1 | | Codacy | 5 | ##### Bing-copilot-search ##### Chatgpt-search | Display name | Position | | --- | --- | | SonarSource | 1 | | Codacy | 2 | ##### Google-ai | Display name | Position | | --- | --- | | Codacy | 1 | ##### Xai-search ## Top sources | Url | Title | Domain | Logo url | Source vertical | Content type | Citation count | Last30d count | | --- | --- | --- | --- | --- | --- | --- | --- | | https://sourcegraph.com/blog/automated-code-review-tools | 13 Best Automated Code Review Tools in 2026: AI and Static Analysis Compared \| Sourcegraph | sourcegraph.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/cdac0d71-a73b-4985-abfa-c782edd883da/668ab572befb26d1620d8271fb5db0cd07d946fc.png | commercial | blog_post | 77 | 77 | | https://sourcegraph.com/blog/static-code-analysis-tools | 12 Best Static Code Analysis Tools in 2026 (Compared) - Sourcegraph | sourcegraph.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/cdac0d71-a73b-4985-abfa-c782edd883da/668ab572befb26d1620d8271fb5db0cd07d946fc.png | commercial | blog_post | 8 | 8 | ## Response excerpts | Prompt text | Platform | Excerpt | | --- | --- | --- | | Which AI PR review platforms support self-hosted deployments that keep code on-premises and don't send source code to third-party models? | google-ai-mode | Sourcegraph * CodeRabbit IDE Extension : Available for VS Code, Cursor, Windsurf, and JetBrains-based environments. | | What AI code review tools integrate with IDE plugins so developers get the same automated feedback locally before pushing a pull request? | bing-copilot-search | Best AI Code Review Tools 2026: 6 Compared with Kodus Added - TokenMix Blog \| \| Cody (Sourcegraph) \| VS Code, JetBrains \| GitHub/GitLab PRs \| Free tier, cross-repo intelligence \| Teams needing repo-wide context and free local review tokenmix.aitokenmix.ai. | | 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? | google-ai | Sourcegraph ### Top AI PR Review Tools with Codebase Context & Adaptation \| Tool \| How it Learns / Adapts \| Best For \| \| --- \| --- \| --- \| \| CodeRabbit \| Features repository-level "Learnings" and config orchestration that adjust future feedba... | ## Competitor excerpts | Platform | Competitor name | Excerpt | | --- | --- | --- | | perplexity | Codacy | [1][2] \| \| Codacy \| Best for straightforward coverage and issue gates \| Supports gates for newly introduced issues by severity, security issues, coverage variation, and diff coverage. | | chatgpt-search | DeepSource | ...--- \| --- \| \| SonarQube \| Yes \| Yes \| GitHub/GitLab/Azure DevOps + CI \| Broad, mature quality gates \| \| DeepSource \| Yes \| Yes \| GitHub/GitLab/Bitbucket/Azure DevOps \| Modern PR-centric workflow \| \| Qodana \| Yes \|... | | perplexity | Codacy | \| \| Codacy \| Offers prioritized PR analysis for faster results and scans every new pull/merge request in real time.[3] However, its documentation notes that repository characteristics can impose analysis limits, potentially affecting supported metri... | | chatgpt-search | Codacy | ...oud analysis integrated into CI/SCM \| PR scanning \| Strong when code quality is part of a broader AppSec workflow \| \| Codacy \| Hosted analysis platform \| PR quality gates, coverage, duplication, complexity \| Broad language/tool coverage, but publ... | | google-ai | Graphite | Graphite ### 2\. High-Velocity AI Review & Stacked PR Platforms For engineering organizations merging thousands of small, atomic PRs daily (common in hyper-growth tech companies and enterprise monorepos), specialized workflow and AI review tools are utilized. | | perplexity | CodeRabbit | CodeRabbit Security — Performs pull-request security reviews and repository-wide “AI Deep Scans.” | | bing-copilot-search | DeepSource | The strongest AI code review tools for detecting security vulnerabilities across multiple languages are hybrid SAST + AI platforms like DeepSource, Snyk Code, SonarQube, Semgrep, Checkmarx, and Veracode. | | chatgpt-search | Semgrep | ...security analysis \| Cross-file / repo context \| AI-assisted review \| Best fit \| \| --- \| --- \| --- \| --- \| --- \| \| Semgrep \| 30+ languages \| Yes, with Pro analysis \| Yes \| Security-focused SAST + custom rules \| \| Snyk Code \|... | | chatgpt-search | Snyk | ...\| \| Semgrep \| 30+ languages \| Yes, with Pro analysis \| Yes \| Security-focused SAST + custom rules \| \| Snyk Code \| 19+ languages \| Yes; interfile analysis \| Yes \| Vulnerability detection + automated fixes \| \| CodeRab... | | chatgpt-search | CodeRabbit | ...Snyk Code \| 19+ languages \| Yes; interfile analysis \| Yes \| Vulnerability detection + automated fixes \| \| CodeRabbit Security \| Multi-language \| Repository-wide \| Yes \| AI-first PR/code review with security \| \| Qodo \| Ma... | | perplexity | Qodo | Qodo Merge / PR-Agent — a strong choice where configurable, repo-aware review and custom engineering rules matter. | | chatgpt-search | CodeRabbit | ...\| Tool \| Where it stands out \| Logic / cross-file bugs \| Security \| Noise \| \| --- \| --- \| --- \| --- \| --- \| \| CodeRabbit \| High-signal PR review \| Good \| Good, but pair with dedicated security tooling \| Low–medium \| \| Greptile \|... | ## Trend Visibility delta: -1.0285714285714285 Avg position delta: -0.22222222222222232 Citation count delta: -6