Graphite review — Stack Radar

Overview

Summary

The useful answer before the supporting detail.

Graphite is an AI code review platform that helps engineering teams on GitHub deliver higher quality software, faster ^S1. It is used by developers and engineering teams to streamline code review through stacked pull requests, a unified inbox, and AI-powered assistance ^S24 ^S99. The main practical value is accelerating review cycles and catching bugs before merge, with tools like Graphite Chat and CI optimizations ^S1 ^S8.

Product identity and positioning

Name, category, positioning, audience, and first-party claims.

Identity: Graphite is an AI code review platform for GitHub ^S99.
Core purpose: It solves slow, fragmented code review by unifying PRs, stacking, and AI assistance ^S99.
Intended users: Engineering teams on GitHub, from small teams to large enterprises ^S1.
Product scope: A web app with CLI, GUI, and integrations, not a full DevOps suite ^S99.
Positioning: Positioned as the new standard for developer infrastructure ^S1.
Claimed distinction: Claims faster reviews and fewer false positives than competing AI tools ^S8.

Use cases and audiences

Who the product serves and the jobs it is designed to handle.

Audience	Practical use case
Engineering teams on GitHub	Accelerate code review with stacked PRs and a unified inbox ^S1 ^S99.
Teams with complex CI	Optimize CI for stacked PRs to reduce redundant runs ^S31.
Teams adopting AI review	Catch bugs and security issues pre-merge with Graphite Chat ^S1 ^S17.
Engineering managers	Track developer productivity trends with Insights ^S1.

Traffic and search

SEO analysis

Collected Oct 23, 2026

graphite.com: an estimated 429,921 total monthly visits and about 84,815 monthly organic visits across 9,489 ranking keywords. Scout crawled 15 pages and measured a technical health score of 94/100.

Search summary

The useful answer before the supporting detail.

Graphite helps teams on GitHub deliver higher quality software, faster. graphite.com: an estimated 429,921 total monthly visits and about 84,815 monthly organic visits across 9,489 ranking keywords. Scout crawled 15 pages and measured a technical health score of 94/100.

Total traffic (modeled): 429,921 monthly visits across all channels.
Organic search traffic (estimated): 84,815 monthly visits from search.
Strongest sampled ranking: for each loop typescript at position 1.
Leading page in the collected evidence: https://graphite.com/guides/typescript-forEach-loop.
Closest measured organic competitor: reddit.com, appearing 3 times in the sampled first-page SERPs.
Technical crawl: 15 pages, health score 94/100.

Website intelligence — Collected evidence

Company identity and positioning

Page type	Evidence	Source
reviews	Graphite helps teams on GitHub deliver higher quality software, faster.	https://graphite.com/
features	The new standard for developer infrastructure	https://graphite.com/features
features	Eliminate merge conflicts and keep your main branch green—whether you're a team of 10 or 10,000.	https://graphite.com/features
features	Accelerate your team with powerful, real-time developer metrics.	https://graphite.com/features
features	A faster, more intuitive Git interface, designed to make stacking effortless	https://graphite.com/features
features	Run `gt create` again to stack another branch on top of your previous changes without waiting for them to merge into main.	https://graphite.com/features
features	Create or update PRs for every branch in your stack with `gt submit`.	https://graphite.com/features
features	Update changes across your stack with `gt modify`. Graphite handles all of the recursive rebasing for you.	https://graphite.com/features
features	Inbox zero for your code changes	https://graphite.com/features
features	Stay on top of your team's pull requests from one dashboard. See reviews, CI status, stack info, and everything else you need to know about your PRs.	https://graphite.com/features
features	Keyboard shortcuts, at-a-glance statuses, and real-time GitHub sync help you stay up-to-date and take action on things that need your attention.	https://graphite.com/features
features	Graphite Chat automatically scans opened PRs for bugs, logical errors, and other technical pitfalls so reviewers can focus on the big picture.	https://graphite.com/features

Domain performance

Modeled total traffic, six-month trend, engagement, countries, and domain identity.

Total website traffic

Six-month trafficModeled monthly visits

Monthly visits429,921

Global rank#101,193

Top-country rankUS #63,089

Bounce rate40.0%

Pages per visit4.29

Visit duration8m 14s

Month	Modeled visits
2026-04	661,528
2026-05	685,370
2026-06	687,179
2026-07	671,504
2026-08	502,714
2026-09	429,921

Top visitor countries

Country	Name	Traffic share
US	United States	37.6%
GB	United Kingdom	7.6%
IN	India	6.2%
SE	Sweden	6.1%
PL	Poland	4.6%

37.6%United States

United States37.6%United Kingdom7.6%India6.2%Sweden6.1%Poland4.6%Other37.8%

Domain identity

Signal	Value
Registered	May 3, 1995
Last changed	May 16, 2026
Expires	May 4, 2027
WHOIS server	whois.verisign-grs.com
DNSSEC	Not signed
Nameservers	NS-1243.AWSDNS-27.ORG, NS-148.AWSDNS-18.COM, NS-2012.AWSDNS-59.CO.UK, NS-666.AWSDNS-19.NET

Website capture

Organic keywords

Top keywords and an independent Google result page.

Top organic keywords

Keyword	Volume	CPC	Estimated value
graphite	70,560	$1.05	$4,360
graphite ai	750	$9.00	$460
git switch -c	1,940	$0.00	$420
git hash	1,110	$0.00	$400
git pull remote branch	1,870	$4.57	$340

Independent Google result page

Query: for each loop typescript

Position	Title	URL	Description
1	TypeScript forEach loops - Graphite	https://graphite.com/guides/typescript-forEach-loop	This guide will cover various aspects of using `forEach` in TypeScript, including syntax, usage with index, and how it compares with other iteration ...
2	TypeScript forEach: Syntax, Usage, and Examples	https://mimo.org/glossary/typescript/foreach	Use TypeScript's forEach() to loop through arrays, trigger side effects, access indexes, and safely iterate typed elements with concise, readable logic.
3	TypeScript foreach return - javascript	https://stackoverflow.com/questions/51873626/typescript-foreach-return	This question already has answers here: Short circuit Array.forEach like calling break (32 answers) Closed 8 years ago. I wonder if there is ...
4	TypeScript Array forEach() Method	https://www.geeksforgeeks.org/typescript/typescript-array-foreach-method/	The forEach() method in TypeScript calls a specified function for each element in an array. It enhances iteration readability and efficiency.
5	Array.prototype.forEach() - JavaScript - MDN Web Docs	https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Array/forEach	The forEach() method is an iterative method. It calls a provided callbackFn function once for each element in an array in ascending-index order.
6	TypeScript - Array forEach()	https://www.tutorialspoint.com/typescript/typescript_array_foreach.htm	forEach() method calls a function for each element in the array. Returns created array. On compiling, it will generate the following JavaScript code − Its ...
7	Using forEach to Work with Arrays in TypeScript	https://www.convex.dev/typescript/typescript-101/control-flow-operators/typescript-foreach	Learn how to use TypeScript `forEach` to iterative over an array effectively, handle asynchronous operations, and implement error handling.
8	ForEach Loop in TypeScript (With Example)	https://www.youtube.com/watch?v=toAZ4UNzG4c	forEach syntax ✓ Iterating arrays ✓ Callback usage ✓ Practical example Useful for clean iteration in automation frameworks.
9	how to define a type under forEach in typescript?	https://stackoverflow.com/questions/61209803/how-to-define-a-type-under-foreach-in-typescript	—
10	Use `for…of` instead of `.forEach(…)` typescript:S7728	https://community.sonarsource.com/t/use-for-of-instead-of-foreach-typescript-s7728/151980	—

Important pages

Pages earning the most estimated search traffic in the sample.

URL	Ranking keywords	Estimated traffic	Best position
https://graphite.com/guides/typescript-forEach-loop	3	656.6	1
https://graphite.com/guides/git-add-commit-push	5	486.4	1
https://graphite.com/guides/git-force-checkout	1	179.4	1
https://graphite.com/guides/resolving-the-git-error-git-cherry-pick-bad-object	2	66.9	1
https://graphite.com/guides/mac-terminal-commands-cheat-sheet	2	24.3	1
https://graphite.com/guides/unit-vs-integration-vs-e2e-testing	2	24.3	1
https://graphite.com/guides/managing-dependencies-monorepo	1	12.2	1
https://graphite.com/guides/remove-files-from-git-add	1	12.2	1
https://graphite.com/guides/git-config-ff-only	1	12.2	1
https://graphite.com/guides/git-create-branch-from-commit	1	12.2	1

Website intelligence — Collected evidence

Prioritized website intelligence pages

Type	Page	Words	Change	URL
reviews	Graphite - Code review for the age of AI	570	new	https://graphite.com/
pricing	Graphite Pricing	319	new	https://graphite.com/pricing
features	Features	971	new	https://graphite.com/features
features	Agents	712	new	https://graphite.com/features/agents
features	AI Reviews	992	new	https://graphite.com/features/ai-reviews
features	Graphite Chat	870	new	https://graphite.com/features/chat
integrations	Overview - Graphite	294	new	https://graphite.com/docs/get-started
integrations	Agents - Graphite	472	new	https://graphite.com/docs/agents
integrations	LLM-Friendly Documentation - Graphite	178	new	https://graphite.com/docs/ai-ingestion
integrations	Review comments - Graphite	690	new	https://graphite.com/docs/ai-review-comments
integrations	Customization - Graphite	1,866	new	https://graphite.com/docs/ai-review-customization
integrations	Experimental comments - Graphite	267	new	https://graphite.com/docs/ai-review-experimental-comments
integrations	AI Reviews - Graphite	336	new	https://graphite.com/docs/ai-reviews
integrations	Setup & configuration - Graphite	561	new	https://graphite.com/docs/ai-reviews-setup
integrations	Authenticate With GitHub - Graphite	587	new	https://graphite.com/docs/authenticate-with-github-app

Features

Page type	Evidence	Source
features	[Skip to content](#main-content)[	https://graphite.com/features
features	Cursor Cloud Agents are now in Graphite. Create, review, and ship without leaving your PR.	https://graphite.com/features
features	](/blog/cursor-cloud-agents)	https://graphite.com/features
features	Log inG	https://graphite.com/features
features	](https://app.graphite.com/signup)	https://graphite.com/features
features	The new standard for developer infrastructure	https://graphite.com/features
features	Graphite CLI	https://graphite.com/features
features	Streamline Git commands and seamlessly stack pull requests from your terminal.	https://graphite.com/features
features	See more	https://graphite.com/features
features	Pull request inbox	https://graphite.com/features
features	Stay on top of every PR and review request in one unified inbox.	https://graphite.com/features
features	See more	https://graphite.com/features
features	Graphite Chat	https://graphite.com/features
features	Get immediate, actionable feedback on every pull request with Graphite Chat.	https://graphite.com/features
features	See more	https://graphite.com/features
features	Eliminate merge conflicts and keep your main branch green—whether you're a team of 10 or 10,000.	https://graphite.com/features
features	See more	https://graphite.com/features
features	Insights and reports	https://graphite.com/features
features	Accelerate your team with powerful, real-time developer metrics.	https://graphite.com/features
features	See more	https://graphite.com/features

Pricing and plans

Page type	Evidence	Source
pricing	Pricing plans	https://graphite.com/pricing
pricing	Annual billing (20% off)	https://graphite.com/pricing
pricing	Per user/month, billed annually	https://graphite.com/pricing
pricing	[Start free trial	https://graphite.com/pricing
pricing	Find the right plan for your team	https://graphite.com/pricing
pricing	How does billing work for AI features like PR reviews and Chat?	https://graphite.com/pricing
pricing	Can I try Team features before committing to a paid plan?	https://graphite.com/pricing
pricing	What happens if I add or remove team members during my billing period?	https://graphite.com/pricing
pricing	Can I switch between monthly and annual billing?	https://graphite.com/pricing

Integrations and supported platforms

Page type	Evidence	Source
integrations	> ## Documentation Index	https://graphite.com/docs/get-started
integrations	> Fetch the complete documentation index at: /docs/llms.txt	https://graphite.com/docs/get-started
integrations	> Use this file to discover all available pages before exploring further.	https://graphite.com/docs/get-started
integrations	[Skip to main content](#content-area)	https://graphite.com/docs/get-started
integrations	Graphite home page01	https://graphite.com/docs/get-started
integrations	Ctrl KAsk AssistantCtrl+I	https://graphite.com/docs/get-started
integrations	Learn how to create, review, and merge stacked pull requests with Graphite.	https://graphite.com/docs/get-started
integrations	CLI quick start	https://graphite.com/docs/get-started
integrations	Get acquainted with the Graphite workflow in 5 steps.	https://graphite.com/docs/get-started
integrations	](/docs/cli-quick-start)	https://graphite.com/docs/get-started
integrations	Install the CLI	https://graphite.com/docs/get-started
integrations	Split large tasks into small, incremental code changes.	https://graphite.com/docs/get-started
integrations	](/docs/install-the-cli)	https://graphite.com/docs/get-started
integrations	Get immediate, actionable feedback with Graphite’s codebase-aware AI code review agent.	https://graphite.com/docs/get-started
integrations	](/docs/ai-reviews)	https://graphite.com/docs/get-started
integrations	Authenticate with GitHub	https://graphite.com/docs/get-started
integrations	Grant Graphite access to your GitHub organization(s).	https://graphite.com/docs/get-started
integrations	](/docs/authenticate-with-github-app)	https://graphite.com/docs/get-started
integrations	](#key-features)	https://graphite.com/docs/get-started
integrations	Key features	https://graphite.com/docs/get-started

Product and company updates

No supporting public-page evidence was collected for this category.

Rank tracking

Persistent keyword baselines and position movement.

This analysis created the first position baseline at 2026-10-23T12:45:32.849Z. Movement appears after the next fresh analysis using the same location and language.

Keyword	Current	Previous	Movement	Volume	Ranking URL
for each loop typescript	1	Baseline	Baseline	720	https://graphite.com/guides/typescript-forEach-loop
for each typescript	1	Baseline	Baseline	720	https://graphite.com/guides/typescript-forEach-loop
foreach loop typescript	1	Baseline	Baseline	720	https://graphite.com/guides/typescript-forEach-loop
git checkout force	1	Baseline	Baseline	590	https://graphite.com/guides/git-force-checkout
git add and commit	1	Baseline	Baseline	320	https://graphite.com/guides/git-add-commit-push
git add and git commit	1	Baseline	Baseline	320	https://graphite.com/guides/git-add-commit-push
git add commit	1	Baseline	Baseline	320	https://graphite.com/guides/git-add-commit-push
git add git commit	1	Baseline	Baseline	320	https://graphite.com/guides/git-add-commit-push
git commit add	1	Baseline	Baseline	320	https://graphite.com/guides/git-add-commit-push
git cherry pick bad object	1	Baseline	Baseline	110	https://graphite.com/guides/resolving-the-git-error-git-cherry-pick-bad-object
git cherry-pick bad object	1	Baseline	Baseline	110	https://graphite.com/guides/resolving-the-git-error-git-cherry-pick-bad-object
command line tutorial mac	1	Baseline	Baseline	40	https://graphite.com/guides/mac-terminal-commands-cheat-sheet
command prompt in mac os	1	Baseline	Baseline	40	https://graphite.com/guides/mac-terminal-commands-cheat-sheet
define monorepo	1	Baseline	Baseline	40	https://graphite.com/guides/managing-dependencies-monorepo
delete git file	1	Baseline	Baseline	40	https://graphite.com/guides/remove-files-from-git-add
end to end vs integration testing	1	Baseline	Baseline	40	https://graphite.com/guides/unit-vs-integration-vs-e2e-testing
end-to end vs integration testing	1	Baseline	Baseline	40	https://graphite.com/guides/unit-vs-integration-vs-e2e-testing
fast forward merge git	1	Baseline	Baseline	40	https://graphite.com/guides/git-config-ff-only
git branch from specific commit	1	Baseline	Baseline	40	https://graphite.com/guides/git-create-branch-from-commit
app graphite	1	Baseline	Baseline	30	https://app.graphite.com/

Features

Features and capabilities

Core functions and evidence-backed product capabilities.

Capability	What it does
Stacked PRs	Create and manage stacks of pull requests with CLI commands like `gt create` and `gt submit` ^S1.
Unified Inbox	Stay on top of all PRs and review requests in one customizable dashboard ^S1.
Graphite Chat	AI reviewer that scans PRs for bugs, offers fixes, and integrates with GitHub for 1-click suggestions ^S1 ^S8.
AI Reviews (Diamond)	Automatically analyzes every PR in seconds, flagging real issues ^S17.
Cursor Cloud Agents	Built-in agents to create, iterate, and merge PRs without switching contexts ^S16.
Insights	Visualize developer productivity metrics to identify bottlenecks ^S1.
CI Optimizations	Skip unnecessary CI runs for stacked PRs via API and open-source steps ^S31.
Slack Integration	Receive notifications and review/merge PRs directly from Slack ^S28.

Integrations and ecosystem

Connected products, exports, APIs, and workflow compatibility.

Integration or interface	Type	What it enables
GitHub	Integration	Deep sync for PRs, reviews, and statuses ^S99 ^S1.
Slack	Integration	Receive notifications and review/merge PRs from Slack ^S28.
Buildkite	Integration	Optimize CI pipelines for stacked PRs ^S31.
GitHub Actions	Integration	Add CI optimization steps to workflows ^S31.
CLI	Interface	Create, submit, and manage stacks via commands ^S1.
VS Code extension	Extension	Manage stacks directly from the IDE ^S99.
API	API	Query CI skip status and integrate with workflows ^S31.

Pricing

Pricing and plans

Published plans, free access, trials, credits, and pricing limitations.

Plan or offer	Verified price and billing	Included	Limits
Hobby	Free ^S1	Stacking CLI, limited AI reviews ^S1	Personal account repositories only ^S1
Starter	$20 per user per month, billed annually ^S1	All GitHub organization repositories, Slack notifications, team insights ^S1	Limited AI reviews ^S1
Team	$40 per user per month, billed annually ^S1	Unlimited AI reviews and Graphite Chat, AI review customization, automations, merge queue ^S1	Not established
Enterprise	Custom ^S1	Unlimited AI reviews, SAML, ACLs, audit log, GitHub Enterprise Server, premium support ^S1	Not established
Free trial	Free trial of Team plan ^S1	Not established	Length not stated ^S1

Competition

Competitive landscape

Domains competing for the same organic search demand.

Sampled competitors

Competitor	First-page appearances	Sampled queries	Average position	Queries observed
reddit.com	3	2	5	for each loop typescript, for each typescript
dhiwise.com	2	2	1	for each loop typescript, for each typescript
stackoverflow.com	2	2	3	for each loop typescript, for each typescript
medium.com	2	2	4	for each loop typescript, for each typescript
tutorialsteacher.com	1	1	3	for each typescript
developer.mozilla.org	1	1	4	for each typescript
dev.to	1	1	5	for each loop typescript
tutorialspoint.com	1	1	6	for each loop typescript
ultimatecourses.com	1	1	7	for each typescript
devsuhas.com	1	1	8	for each loop typescript

Website intelligence — Collected evidence

Customers, testimonials, and first-party review claims

Page type	Evidence	Source
reviews	[Skip to content](#main-content)[	https://graphite.com/
reviews	Cursor Cloud Agents are now in Graphite. Create, review, and ship without leaving your PR.	https://graphite.com/
reviews	](/blog/cursor-cloud-agents)	https://graphite.com/
reviews	Log inG	https://graphite.com/
reviews	](https://app.graphite.com/signup)	https://graphite.com/
reviews	The next generation	https://graphite.com/
reviews	of code review.	https://graphite.com/
reviews	Graphite is the AI code review platform	https://graphite.com/
reviews	where teams ship higher quality code, faster.	https://graphite.com/
reviews	[Get started for free	https://graphite.com/
reviews	Request a demo	https://graphite.com/
reviews	Free for your first 30 days. No credit card required. Synced with your GitHub account.	https://graphite.com/
reviews	Trusted by leading engineering teams at	https://graphite.com/
reviews	Your browser does not support the video tag.	https://graphite.com/
reviews	Graphite features	https://graphite.com/
reviews	AI code review	https://graphite.com/
reviews	Semgrep × Graphite	https://graphite.com/
reviews	How stacked PRs help Semgrep engineers move faster	https://graphite.com/
reviews	](/customer/semgrep)	https://graphite.com/
reviews	Shopify × Graphite	https://graphite.com/

Independent review sources discovered

No links to supported independent review platforms were discovered on the collected pages.

Backlink profile

Authority and referring-domain signals.

Backlink comparison profile

Domain rating: 73/100
Backlinks: 198,188
Referring domains: 7,954
Dofollow backlinks: 93.0%
Dofollow referring domains: 79.0%

Source DR	Source title	Anchor	Source URL	Target URL
88	Hashing in Cryptography Explained: How It Works, Algorithms, and Real-World Uses \	Splunk	Git also used SHA-1	https://www.splunk.com/en_us/blog/learn/hashing-cryptography.html
97	GitHub Codespaces	"How to use GitHub Codespaces for reviewing pull requests"	https://en.wikipedia.org/wiki/GitHub_Codespaces	https://graphite.com/guides/github-codespaces-pull-request-review
48	En İyi AI ve Yapay Zeka Araçları 2026 - Kodlama, Test, Kod İnceleme ve Daha Fazlası	—	https://coderspace.io/yapay-zeka-araclari/	https://graphite.com/docs/get-started
93	What Is a Pull Request? \	IBM	Graphite	https://www.ibm.com/think/topics/pull-request
91	Showcase - Tailwind CSS	—	https://tailwindcss.com/showcase	https://graphite.com/
41	Top 254 SaaS Startups 2026 \	Funded by Sequoia, YC, A16Z	Graphite startup company logo	https://topstartups.io/?industries=SaaS
25	An Introduction to GitHub Stacked Pull Requests \	Dan Does Code	Graphite	https://www.dandoescode.com/blog/github-stacked-pull-requests
36	Tailwind CSS — быстро создавайте современные веб-сайты, не выходя из HTML-кода.	—	https://tailwindcss.ru/	https://graphite.com/
51	A Guide to Safely Using Git Delete Branch	explore more about Git branching strategies	https://serverscheduler.com/blog/git-delete-branch	https://graphite.com/guides/deleting-branches-in-git
84	Микросервисная архитектура: что это, кому подойдёт, с чего начать \	Yandex Cloud	зависимость	https://yandex.cloud/ru/blog/microservice-architecture-guide

Collection decision

The Scout search index remains intentionally excluded from automatic Scout analysis. This Scout traffic model profile costs 5 credits (0.5 cents) and is included in the first comparison run so its usefulness can be judged before the recurring collection is finalized.

AI visibility

Measured ChatGPT and Google AI mentions with cited sources.

AI-assistant referral traffic

Estimated current generative-AI referral share: 0.3%

Month	Traffic share	Source
—	—	All AI assistants
—	—	All AI assistants

Website intelligence — Collected evidence

Site-stated AI capabilities

Page type	Evidence	Source
features	See more	https://graphite.com/features
features	\- Instant AI code review.	https://graphite.com/features/ai-reviews
features	\- The AI reviewer you can collaborate with.	https://graphite.com/features/chat
pricing	How does billing work for AI features like PR reviews and Chat?	https://graphite.com/pricing
integrations	Get immediate, actionable feedback with Graphite’s codebase-aware AI code review agent.	https://graphite.com/docs/get-started
integrations	](/docs/ai-reviews)	https://graphite.com/docs/get-started
integrations	LLM-Friendly Documentation	https://graphite.com/docs/ai-ingestion
integrations	Optimized formats of Graphite Documentation for ingestion as context for LLMs and AI tools.	https://graphite.com/docs/ai-ingestion
integrations	llms-txt files are specialized documentation resources designed specifically for AI and Large Language Model (LLM) consumption. These files provide structured, machine-readable documentation.	https://graphite.com/docs/ai-ingestion
integrations	The `/llms.txt` file is an industry standard that helps general-purpose LLMs index more efficiently, similar to how a sitemap helps search engines. AI tools can use this file to understand documentation structure. Download Graphite Documentation’s `/llms.txt` file at: https://graphite.com/docs/llms.txt	https://graphite.com/docs/ai-ingestion
integrations	The `/llms-full.txt` file combines the entire documentation site into a single file as full context for AI tools. Download Graphite Documentation’s `/llms-full.txt` file at: https://graphite.com/docs/llms-full.txt	https://graphite.com/docs/ai-ingestion
integrations	Responses are generated using AI and may contain mistakes.	https://graphite.com/docs/ai-ingestion
reviews	Graphite is the AI code review platform	https://graphite.com/
reviews	AI code review	https://graphite.com/
reviews	Graphite is the AI code review platform	https://graphite.com/
reviews	AI code review	https://graphite.com/

These are first-party product claims, not independent measurements of AI-search visibility.

Marketing opportunities

Actions calculated directly from the collected evidence.

Opportunity	Recommended action	Evidence
Competitor gap	Review the sampled queries where reddit.com appears.	3 first-page appearances across for each loop typescript, for each typescript

Website intelligence — Collected evidence

Website evidence gaps

customers: no usable public page was collected; verify whether the site publishes this evidence.
changes: no usable public page was collected; verify whether the site publishes this evidence.
identity: no usable public page was collected; verify whether the site publishes this evidence.
technical: no usable public page was collected; verify whether the site publishes this evidence.

Trust and proof

Customers, proof, and reviews

Published proof, customer signals, and review evidence.

Independent reviews

Platform	Page	How it was found	Note
Trustpilot	Graphite Reviews / Read Customer Service Reviews of graphite.com	Grounded web search	## Independent consultants should rely on other agencies This place is a waste of my time and probably yours as well. It verges on shady, tbh. No human contact: it's all automated messaging. The people who work there know nothing about the projects you bid on - they're just selling your services but could care less if it's you or someone else. No one will answer any questions you have about a project before you "bid". I have applied for numerous projects during the past year and rarely heard bac
graphite.com	Graphite and Braintrust: Building better developer tools together	Grounded web search	As Braintrust scaled, Graphite became central to their code review process. With Graphite and Graphite Agent, the team was able to: Onboard users with a low learning curve. ... and with greater confidence, without lowering their standards for rigor and
featuredcustomers.com	28 Graphite Customer Reviews & References / FeaturedCustomers	Grounded web search	Read 20 Graphite reviews and testimonials from customers, explore 8 case studies and customer success stories, and watch customer videos to see why companies chose Graphite as their Code Review Software
braintrust.dev	How Graphite builds reliable AI code review at scale - Customers - Braintrust	Grounded web search	running evals and iterating on their product, the team has already seen significant improvements in both Diamond's performance ... 's custom rule detection feature, where customers define specific coding standards they want enforced, the team observed a
Product Hunt	Graphite Customers / Product Hunt	Grounded web search	pull request. Which is nice for saving expensive, human time. On an engineering team, for every hour of code ... , there are 10 hours of code fixing and maintenance. Graphite is pretty key for us to reducing that fixing and

Customer proof

Proof type	Named customer or source	Evidence
Case study	Snowflake	customer case study — on reviews. (How Snowflake accelerates developer productivity with Graphite)
Case study	AI model.com	customer case study — , Graphite achieves: - 40x faster pull request feedback loop, from 1 hour to 90 seconds - 96% positive feedback rate on AI-generated comments - 67% implementation rate of suggested changes - Support for hundreds of th… ([Graphite AI modelPlatform (API) case study / AI modelby Anthropic](https://AI model.com/customers/graphite))

Independent mentions

My experience, and my team’s experience, with Graphite has been the complete opp... — is quite hostile to collaborating on stacked branches. If one dev restacks and a collaborator is ... they’re hosed. If a collaborator pushes a change to a dependent branch and they're not using Graphite, hosed. I think one of the main problems is that
From my interaction with the free part of GitHub, "diff soup" describes it very ... — It's very buggy. My stacks frequently just hang and become unmergeable. It frequently gets confused about its state and "gt sync" thinks that the upstream has changed even when it hasn't. ... involved (local, GitHub, and Graphite), there is a lot of "
I'm really used to my Graphite workflow and I can't imagine going without it any... / Hacker News — Graphite isn’t really about code review IMO, it’s actually incredibly useful even if you just use the GitHub PR UI for the actual review. Graphite, its original product anyway, is about managing stacks of dependent pull requests in a sane way.

External links were grounded in one live web search. Search snippets are leads, not independently scraped page content; rejected links remain available in Review evidence.

Company, security, and trust

Ownership, policies, security signals, and public trust evidence.

Signal	Finding	Source
Company and ownership	Still have questions? Reach out to our team.	source
Contact and support	Not published on the collected pages.	—
Legal and privacy	cancel(), flush(), and pending() methods	source
Security and compliance	Not published on the collected pages.	—
Uptime and status page	Not published on the collected pages.	—
Domain registered	1995-05-03	—
Domain expires	2027-05-04	—

Not found on the collected pages: contact and support, security and compliance, uptime and status page. This only means Scout did not find it on the pages it read; it says nothing about the company itself.

Documentation and product updates

Help resources, product guidance, and visible changes over time.

Resource or update	Type	What is available	Date or freshness
Overview - Graphite	Documentation	Learn how to create, review, and merge stacked pull requests with Graphite. (source)	Not dated
Slack Notifications - Graphite	Documentation	Learn how to integrate Graphite with Slack to receive real-time, actionable notifications about your PRs. (source)	Not dated
CI Optimizations - Graphite	Documentation	Learn CI optimizations & best practices for stacked pull requests. (source)	Not dated

Not found in the collected public sources: public roadmap, changelog or release notes, status page, separate help center or knowledge base.

Technical

Technical and delivery signals

Delivery model, platforms, API, data ownership, reliability claims and release activity.

Signal	Finding	Source
Delivery model (cloud, self-hosted, desktop, browser extension)	Cloud-based web app with CLI and IDE extension ^S99.	^S99
Platforms and apps	Web app, CLI, and VS Code extension ^S99.	^S99
API and extensibility (API, SDK, webhooks, MCP, plugins)	Provides an API for CI optimization and integrates with GitHub, Slack, Buildkite, and GitHub Actions ^S31 ^S28.	^S31 ^S28
Data ownership and export	Not published on the collected pages.	—
Performance and reliability claims	Claims to speed up code review by 40x with AI model ^S8.	^S8
Release activity	Not published on the collected pages.	—

Measured infrastructure

Domain, certificate, and hosting signals, measured directly.

Signal	Finding
Domain registered	1995-05-03 — Amazon Registrar, Inc.
Domain expires	2027-05-04
First archived	2001-03-31 — web archive
TLS certificate	Amazon, valid, expires 2027-02-19
Security headers	HSTS, CSP, X-Content-Type-Options, X-Frame-Options, Referrer-Policy
Server header	Vercel
Mail handled by	smtp.google.com
Nameservers	ns-666.awsdns-19.net, ns-1243.awsdns-27.org

Technical site audit

A bounded multi-page crawl with page-level issues and URLs.

Scout — Bounded technical crawl

Pages crawled: 15 of 15 maximum
Technical health: 94/100
Critical issues: 0
Warnings: 17
Notices: 4

Issues

Severity	Issue	Value	Affected URL
warning	Title length should be reviewed	9	https://graphite.com/customers
warning	Page should have one primary H1	0	https://graphite.com/customers
warning	Page should have one primary H1	0	https://graphite.com/pricing
notice	Meta description length should be reviewed	235	https://graphite.com/customer/semgrep
notice	Meta description length should be reviewed	215	https://graphite.com/customer/shopify
warning	Title length should be reviewed	79	https://graphite.com/customer/ramp
warning	Title length should be reviewed	84	https://graphite.com/customer/asana
warning	Title length should be reviewed	74	https://graphite.com/customer/tecton
warning	Title length should be reviewed	8	https://graphite.com/features
warning	Page should have one primary H1	0	https://graphite.com/features
notice	Images are missing alt text	5	https://graphite.com/docs/slack-notifications
notice	Images are missing alt text	4	https://graphite.com/docs/stacking-and-ci
warning	Duplicate meta description in audit sample	9	https://graphite.com/
warning	Duplicate meta description in audit sample	9	https://graphite.com/blog/cursor-cloud-agents
warning	Duplicate meta description in audit sample	9	https://graphite.com/customers
warning	Duplicate meta description in audit sample	9	https://graphite.com/customer/ramp
warning	Duplicate meta description in audit sample	9	https://graphite.com/customer/asana
warning	Duplicate meta description in audit sample	9	https://graphite.com/customer/tecton
warning	Duplicate meta description in audit sample	9	https://graphite.com/features/chat
warning	Duplicate meta description in audit sample	9	https://graphite.com/features/ai-reviews
warning	Duplicate meta description in audit sample	9	https://graphite.com/features

Crawled pages

Status	Title	H1s	Words	Response	URL
200	Graphite - Code review for the age of AI	1	616	50 ms	https://graphite.com/
200	Introducing Cursor Cloud Agents in Graphite	1	760	288 ms	https://graphite.com/blog/cursor-cloud-agents
200	Customers	0	379	65 ms	https://graphite.com/customers
200	Overview - Graphite	1	495	70 ms	https://graphite.com/docs/get-started
200	Graphite Pricing	0	647	78 ms	https://graphite.com/pricing
200	How stacked PRs help Semgrep engineers move faster	1	740	131 ms	https://graphite.com/customer/semgrep
200	How Shopify scaled their developer productivity with stacking	1	1011	143 ms	https://graphite.com/customer/shopify
200	How Graphite helped New York's fastest-growing unicorn ship code 3x faster	1	717	150 ms	https://graphite.com/customer/ramp
200	Stacking pull requests with Graphite helped engineers at Asana save 7 hours per week	1	792	158 ms	https://graphite.com/customer/asana
200	How Graphite became the code review tool of choice for engineers at Tecton	1	781	150 ms	https://graphite.com/customer/tecton
200	Graphite Chat	1	980	38 ms	https://graphite.com/features/chat
200	AI Reviews	1	1432	50 ms	https://graphite.com/features/ai-reviews
200	Features	0	1072	44 ms	https://graphite.com/features
200	Slack Notifications - Graphite	1	686	76 ms	https://graphite.com/docs/slack-notifications
200	CI Optimizations - Graphite	1	1642	87 ms	https://graphite.com/docs/stacking-and-ci

This is a bounded Scout crawl. Core Web Vitals and Lighthouse scores are not claimed unless a dedicated performance audit is connected.

Search Console and Analytics

First-party search and behavioral data connection state.

Modeled acquisition channels

Channel	Estimated share
direct	76.9%
search	10.3%
search organic	10.3%
search paid	0.0%
social	1.7%
social organic	1.7%
social paid	0.0%
referrals	10.4%
paid referrals	0.0%
mail	0.4%
gen ai	0.3%
affiliate	0.0%
other	0.0%

First-party connections

Integration	Status	Data available after connection
Google Search Console	Not connected	Clicks, impressions, CTR, average position, queries, pages, countries, and devices
Google Analytics	Not connected	Organic sessions, engagement, landing pages, conversions, geography, and devices

No first-party Search Console or Analytics numbers are shown until the site owner authorizes the corresponding Google account. Scout traffic model values above are modeled estimates, not private analytics totals.

Limits and method

Limitations and open questions

Known constraints and missing evidence from the collected pages.

The collected pages do not mention specific competitors by name. Evidence gaps include lack of detailed security certifications, uptime status, and data export options. Open questions remain about the free trial length and specific limits on AI reviews for lower tiers.

Sources, method, and limitations

Evidence inventory, collection method, provider use, and constraints.

This report is based on 15 collected pages from graphite.com, including product pages, documentation, and the homepage. Static and browser rendering rendering were used; external proof search was enabled but no verification requests were made. Pricing was verified from the pricing page on 2026-10-22. Limitations: some pages contained code snippets and marketing claims that were not treated as factual evidence.

Official Websitehttps://graphite.com/Verified
Official Websitehttps://graphite.com/featuresVerified
Official Websitehttps://graphite.com/features/chatVerified
Official Websitehttps://graphite.com/features/agentsVerified
Documentationhttps://graphite.com/docs/get-startedVerified
Pricing Pagehttps://graphite.com/pricingVerified
Official Websitehttps://graphite.com/features/ai-reviewsVerified
Documentationhttps://graphite.com/docs/slack-notificationsVerified
Documentationhttps://graphite.com/docs/stacking-and-ciVerified
Official Websitehttps://graphite.com/customersVerified
Official Websitehttps://graphite.com/customer/asanaVerified
Official Websitehttps://graphite.com/customer/rampVerified
Official Websitehttps://graphite.com/customer/semgrepVerified
Documentationhttps://graphite.com/customer/shopifyVerified
Official Websitehttps://graphite.com/customer/tectonVerified
Review Sitehttps://www.trustpilot.com/review/graphite.comVerified
Articlehttps://graphite.com/customer/snowflakeVerified
Articlehttps://news.ycombinator.com/item?id=39480095Verified
Articlehttps://news.ycombinator.com/item?id=41506652Verified
Review Sitehttps://graphite.com/customer/braintrustVerified
Review Sitehttps://www.featuredcustomers.com/vendor/graphite-devVerified
Review Sitehttps://www.braintrust.dev/customers/graphiteVerified
Review Sitehttps://www.producthunt.com/products/graphite/customersVerified
Articlehttps://claude.com/customers/graphiteVerified
Articlehttps://news.ycombinator.com/item?id=46327340Verified

Graphite

Overview

Traffic and search

SEO analysis

Website intelligence — Collected evidence

Company identity and positioning

Total website traffic

Top visitor countries

Domain identity

Website capture

Top organic keywords

Independent Google result page

Website intelligence — Collected evidence

Prioritized website intelligence pages

Features

Pricing and plans

Integrations and supported platforms

Product and company updates

Features

Pricing

Competition

Sampled competitors

Website intelligence — Collected evidence

Customers, testimonials, and first-party review claims

Independent review sources discovered

Backlink comparison profile

Collection decision

AI-assistant referral traffic

Website intelligence — Collected evidence

Site-stated AI capabilities

Website intelligence — Collected evidence

Website evidence gaps

Trust and proof

Independent reviews

Customer proof

Independent mentions

Technical

Scout — Bounded technical crawl

Issues

Crawled pages

Modeled acquisition channels

First-party connections

Limits and method

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