AI visibility report for Graphite
Vertical: Version Control & Code Collaboration
AI search visibility benchmark across 5 platforms in Version Control & Code Collaboration.
Presence Rate
Top-3 citations across 125 prompt × platform pairs
Sentiment
Peer Ranking
Key Metrics
Platform Breakdown
Perplexity
Grok
Gemini Search
ChatGPT
Google AI ModeOverview
Graphite is an AI-powered code review and pull request workflow platform built natively on top of GitHub. Founded in 2020 and headquartered in New York City, it helps engineering teams ship higher-quality code faster through stacked pull requests, an AI review agent, a stack-aware merge queue, and a unified PR inbox. The platform includes a CLI and VS Code extension for creating and managing stacked changes, codebase-aware AI feedback on every PR, and developer productivity metrics. Customers include Ramp, Shopify, Asana, Snowflake, and Figma. In December 2025, Cursor acquired Graphite to build an end-to-end AI-native development platform spanning code creation, review, and deployment, while Graphite continues to operate as an independent product.
Graphite is a GitHub-native AI code review platform centered on stacked pull requests and an AI review agent. Its core workflow tools — a CLI, VS Code extension, PR inbox, AI reviewer (Graphite Agent), Graphite Chat, and a stack-aware merge queue — are designed to help engineering teams break large changes into small reviewable increments, get instant codebase-aware AI feedback on every PR, and merge code faster without conflicts or bottlenecks.
Key Facts
- Founded
- 2020
- HQ
- New York, NY, USA
- Founders
- Merrill Lutsky, Tomas Reimers, Greg Foster
- Employees
- 30-50
- Funding
- ~$81M
- Customers
- Tens of thousands of engineers across 50
- Status
- Acquired by Cursor (Dec 2025)
Target users
Key Capabilities10
- Stacked pull requests via CLI and VS Code extension with automated rebasing
- AI-powered code review agent (Graphite Agent) with codebase-aware, high-signal feedback
- Stack-aware merge queue to land PRs in order and keep branches green
- Unified PR inbox with custom filters and review workflow
- Graphite Chat: in-PR AI assistant for resolving CI failures and applying suggested fixes
- CI optimization that runs checks only when needed for stacked changes
- Developer productivity insights and engineering metrics
- Automated PR reviewer assignment, branch protections, and workflow automations
- GitHub Enterprise Server (GHES) support with SAML/SSO and audit logs
- Cursor Cloud Agent integration for AI-agent-generated PR creation and review
Key Use Cases7
- Accelerating pull request review cycles for high-velocity engineering teams
- Managing large monorepo changes through stacked, incremental pull requests
- AI-assisted review of AI-generated code from Cursor, Copilot, and coding agents
- Reducing merge conflicts and keeping main branches stable via merge queue
- Measuring and improving developer productivity with DORA-style metrics
- Replacing Phabricator-style stacking workflows on GitHub for former Meta/Uber engineers
- Enterprise-scale code quality enforcement with automations and merge controls
Graphite customer outcomes
74% reduction in median time between PRs merged
Median time between PRs merged dropped from approximately 10 hours to 3 hours after engineers adopted Graphite, with engineers saving 1–2 hours per week previously spent on git rebasing.
7 hours/week saved per engineer
Engineers collectively shipped 21% more code and merged 17% more pull requests in their first 30 days on Graphite versus the prior 30 days; median PR size shrank by 11%.
33% increase in PRs shipped per developer
Thousands of engineers adopted Graphite for stacked PRs within their monorepo; 22% of all PRs merged at Shopify are now part of a stack.
Recent Trend
How AI describes Graphite3
Graphite Particularly useful for teams using stacked PRs and fast-moving review workflows.
Which code review tools offer the most useful AI suggestions — which platforms surface actionable feedback rather than just adding noise for reviewers?
Graphite Merge Queue Benefits: * Prevents "green PR turns red after merge."
What tooling helps reduce merge conflicts in a monorepo where dozens of engineers are committing to overlapping areas simultaneously?
GitHub (+ Graphite for some teams) For most organizations, GitHub's pull request workflow is the best balance of speed, familiarity, and automation.
Which code review platforms are best at keeping review workflows fast and avoiding multi-day bottlenecks — what features actually make the difference?
Most cited sources3
Alternatives in Version Control & Code Collaboration6
Graphite positions as a GitHub-native AI code review and pull request workflow platform, differentiated by its stacked PR methodology and AI-assisted review layer.
- Unlike general-purpose version control platforms (GitHub, GitLab, Azure DevOps), Graphite layers specialized tooling on top of GitHub to accelerate review velocity and merge cadence.
- Post-acquisition by Cursor (December 2025), Graphite is positioned as the code review and collaboration layer within an emerging end-to-end AI-native development platform spanning code writing, review, and merge.
Reviews
Praised
- Stacked PR workflow dramatically reduces git complexity
- Significant time savings per engineer per week
- CLI simplicity and intuitive commands
- Deep GitHub sync and integration
- High-signal AI review comments with less noise than alternatives
- Merge queue prevents main branch breakage at scale
- Customizable PR inbox improves review prioritization
- Responsive team and close customer partnership
Criticized
- GitHub-only — no GitLab, Bitbucket, or Azure Repos support
- Stacking requires team-wide workflow adoption and buy-in
- Learning curve for engineers new to the stacking paradigm
- Limited AI review and Chat access on free and Starter tiers
- Post-acquisition roadmap uncertainty
No verified third-party platform scores (G2, Gartner Peer Insights, etc.) were found specifically for graphite.dev as a developer code review tool. Qualitative sentiment from published customer case studies and developer community coverage is strongly positive, with engineers citing dramatic time savings, faster PR cycles, and reduced git complexity. Developer blog posts and comparison articles highlight Graphite's stacked PR innovation and high-signal AI reviews as key differentiators versus GitHub's native review and other AI code review tools. Criticism in community discussions centers on GitHub exclusivity and the ramp-up time for teams adopting stacking for the first time.
Pricing
Hobby (Free): CLI for stacked PRs, VS Code extension, limited AI reviews and Chat, personal repos only.
- Starter
$20/user/month (billed annually) — adds all GitHub org repos, Slack notifications, and team insights. Team (most popular): $40/user/month (billed annually) — adds unlimited AI reviews, unlimited Graphite Chat, AI review customizations, automations, and merge queue.
- Enterprise
Custom pricing — adds advanced merge queue settings, SAML/SSO, audit logs (SIEM), GitHub Enterprise Server support, ACLs, custom analytics, and premium SLAs. A 30-day free trial is available with no credit card required.
Limitations
- Graphite is exclusively GitHub-native; teams on GitLab, Bitbucket, Azure Repos, or self-hosted Git solutions are not supported.
- Stacked PR workflows require team-wide adoption and carry a learning curve for engineers unfamiliar with the paradigm.
- As a recently acquired company (Cursor, December 2025), long-term product roadmap and enterprise support commitments carry post-acquisition uncertainty.
- Free and Starter tiers have limited AI review and Chat access.
- No native integrations with Jira, Azure Boards, or non-GitHub CI systems beyond standard GitHub Actions.
Frequently asked questions
Topic Coverage
Prompt-Level Results
| Prompt | Gemini Search | Perplexity | ChatGPT | Grok | Google AI Mode |
|---|---|---|---|---|---|
Capability0/5 cited (0%) | |||||
What are the best tools for cross-repository code search at scale — finding all usages of a deprecated function across 300 repos instantly? | |||||
Which code review tools offer the most useful AI suggestions — which platforms surface actionable feedback rather than just adding noise for reviewers? | |||||
Which code collaboration platforms handle large binary files and machine learning model artifacts best alongside source code in the same repo? | |||||
Which platforms offer the best pull request automation — auto-merging, required checks, dependency updates — without introducing excessive risk? | |||||
Which enterprise Git platforms offer the most flexible access control — which ones support read-only contractor access to specific repos without a full seat license? | |||||
Developer Experience2/5 cited (40%) | |||||
Which tooling makes stacked pull request workflows less painful to manage in practice — what do teams actually use for this? | |||||
What tooling helps reduce merge conflicts in a monorepo where dozens of engineers are committing to overlapping areas simultaneously? | |||||
What engineering metrics platforms give managers visibility into cycle time and review turnaround without micromanaging the team? | |||||
Which code review platforms are best at keeping review workflows fast and avoiding multi-day bottlenecks — what features actually make the difference? | |||||
What tools help large engineering teams manage code ownership so the right reviewers are auto-assigned without spamming everyone? | |||||
Integrations & Ecosystem1/5 cited (20%) | |||||
Which code review platforms have the best CI/CD pipeline integrations for making failed checks automatically block merges? | |||||
Which enterprise code collaboration platforms offer the best SAML/SSO and SCIM provisioning support for automated user lifecycle management? | |||||
Which code collaboration platforms integrate most deeply with project management tools — which ones can automatically move a ticket to in-review when a commit references it? | |||||
Which code collaboration platforms integrate best with secrets scanning and security scanning tools to block vulnerable code before it merges? | |||||
Which Git platforms offer the best webhook and API support for building internal developer tooling on top of repo events? | |||||
Performance & Reliability0/5 cited (0%) | |||||
Which Git platforms offer the best clone and fetch performance for large repositories — how do cloud-hosted and self-hosted options compare? | |||||
Which hosted Git platforms have the best disaster recovery and geo-redundancy — how long until push and pull are restored after a datacenter failure? | |||||
Which code collaboration platforms offer the best enterprise SLAs and availability during planned maintenance — what should teams compare? | |||||
Which Git platforms offer the best partial clone and sparse checkout support for teams who can't clone an entire massive monorepo locally? | |||||
Which Git hosting platforms handle massive monorepos best — which ones stay performant when a repo grows to millions of files and hundreds of thousands of commits? | |||||
Setup & First Run0/5 cited (0%) | |||||
What tools make it easiest to migrate a 10-year-old SVN repository to Git without losing commit history or tags? | |||||
Which self-hosted Git platforms are best for enterprises with strict data residency requirements — is the operational overhead worth it compared to managed options? | |||||
What monorepo tooling should a 50-person engineering team evaluate — which platforms best support monorepo, polyrepo, or hybrid repository structures? | |||||
What are the best code collaboration platforms for onboarding a remote team of 20 engineers with minimal disruption to active sprints? | |||||
Which code collaboration platforms make it easiest to set up branch protection rules and merge policies from day one for a growing engineering team? | |||||
Strengths1
Which code review platforms have the best CI/CD pipeline integrations for making failed checks automatically block merges?
Avg # 3.0 · 1 platform
Gaps5
Which hosted Git platforms have the best disaster recovery and geo-redundancy — how long until push and pull are restored after a datacenter failure?
Competitors on 5 platforms
Which Git platforms offer the best partial clone and sparse checkout support for teams who can't clone an entire massive monorepo locally?
Competitors on 4 platforms
Which Git platforms offer the best webhook and API support for building internal developer tooling on top of repo events?
Competitors on 4 platforms
What are the best tools for cross-repository code search at scale — finding all usages of a deprecated function across 300 repos instantly?
Competitors on 3 platforms
Which code collaboration platforms integrate most deeply with project management tools — which ones can automatically move a ticket to in-review when a commit references it?
Competitors on 3 platforms
Vertical Ranking
| # | Brand | PresencePres. | Share of VoiceSoV | DocsDocs | BlogBlog | MentionsMent. | Avg PosPos | Sentiment |
|---|---|---|---|---|---|---|---|---|
| 1 | GitHub | 49.6% | 48.2% | 22.4% | 14.4% | 48.8% | #26.0 | +0.19 |
| 2 | GitLab | 39.2% | 30.1% | 28.0% | 20.8% | 39.2% | #21.9 | +0.19 |
| 3 | Bitbucket | 25.6% | 10.9% | 6.4% | 4.0% | 25.6% | #28.5 | +0.21 |
| 4 | Azure DevOps (Microsoft product) | 12.0% | 4.4% | 8.8% | 1.6% | 12.0% | #27.3 | +0.25 |
| 5 | Sourcegraph | 5.6% | 3.2% | 0.0% | 5.6% | 5.6% | #16.8 | +0.51 |
| 6 | Gitea | 5.6% | 2.7% | 4.8% | 0.0% | 5.6% | #24.6 | +0.04 |
| 7 | Graphite | 2.4% | 0.6% | 0.0% | 0.0% | 2.4% | #19.7 | +0.40 |
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