⚡Stack Radar

AI Coding Agents · Reviewed 18 Oct 2026

GitHub Copilot

AI coding agent integrated into GitHub for code completion, chat, and automation.

free tier · github.com ↗

Paid against free › AI Coding Agents › GitHub Copilot

GitHub Copilot at a glance

SEO analysis

Collected Oct 18, 2026

github.com: an estimated 645,466,516 total monthly visits and about 39,407,264 monthly organic visits across 3,179,186 ranking keywords. Scout crawled 15 pages and measured a technical health score of 96/100.

645.5MEstimated total trafficModeled monthly visits3.2MRanking keywordsPublic search sample96/100Technical health15 pages checked380.3KReferring domainsLive backlink summary

Overview

01

Summary

The useful answer before the supporting detail.

GitHub Copilot is an AI coding agent that assists developers throughout the software development lifecycle, from code completion to pull request automation S9. It is used by individual developers, students, and enterprises to reduce mundane work and focus on problem-solving S9. The main value is accelerating workflows with AI assistance integrated into GitHub and popular editors S9.

02

Product identity and positioning

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

  • Identity: GitHub Copilot is an AI coding assistant and agent built into GitHub S9.
  • Core purpose: It helps developers write code faster and automate repetitive tasks S9.
  • Intended users: Individual developers, freelancers, students, educators, and open source maintainers S9.
  • Product scope: A feature of GitHub, available as an extension in IDEs and on the web S31 S9.
  • Positioning: GitHub positions Copilot as an AI accelerator for every workflow, from editor to enterprise S9.
  • Claimed distinction: Unlike other AI coding assistants, it is natively built into GitHub S9.
03

Use cases and audiences

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

AudiencePractical use case
Individual developersGet code completions and chat assistance in the editor S14 S9.
Students and educatorsUse free tier for learning and teaching coding S9.
Open source maintainersAutomate workflows and manage issues with AI S9 S14.
Enterprise teamsEnforce governance and manage agent usage across the organization S9.

Features

09

Features and capabilities

Core functions and evidence-backed product capabilities.

CapabilityWhat it does
Code completionSuggests whole lines or entire functions in the editor S14.
Agent modeAnalyzes code, proposes edits, runs tests, and validates results autonomously S24.
Code reviewProvides in-context feedback on pull requests S39.
Copilot AutofixAutomatically suggests fixes for vulnerabilities in real time S24.
Cloud agentAssigns tasks to agents like Copilot, AI model, and OpenAI Codex to work autonomously S9.
Enterprise controlsManage agent usage with audit logs and governance from a single control plane S9.
10

Integrations and ecosystem

Connected products, exports, APIs, and workflow compatibility.

Integration or interfaceTypeWhat it enables
Visual Studio CodeIDE extensionProvides AI assistance directly in the editor S31.
JetBrains IDEsIDE extensionBrings Copilot to JetBrains development environments S31.
GitHub CLICLI toolAllows using Copilot from the terminal S31.
MCP integrationsAPISecures and enables custom model context protocol connections S9.
Webhooks APIAPIIntegrates with and automates workflows for repositories and organizations S14.

Pricing

11

Pricing and plans

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

Plan or offerVerified price and billingIncludedLimits
Free$0 per user/month S9Limited chat and agent usage S312,000 completions per month S9
Pro$10 per user/month S9$15 monthly AI credits S9Cloud agent, code review, third-party agents S31
Pro+$39 per user/month S9$70 monthly AI credits S9Premium models including Opus S31
Max$100 per user/month S9$200 monthly AI credits S9Priority access to new models S9

Competition

12

Competitive landscape

Domains competing for the same organic search demand.

Sampled competitors

CompetitorFirst-page appearancesSampled queriesAverage positionQueries observed
youtube.com626.30.7 3, 0.7 x2
mathway.com1110.7 x2
gamebanana.com1120.7 3
web2.0calc.com1120.7 x2
gamejolt.com1140.7 3
quora.com1140.7 x2
omnicalculator.com1150.7 x2
brainly.com1160.7 x2
lib.haxe.org1170.7 3
facebook.com1170.7 x2

Website intelligence — Collected evidence

Customers, testimonials, and first-party review claims

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

Independent review sources discovered

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

14

AI visibility

Measured ChatGPT and Google AI mentions with cited sources.

AI-assistant referral traffic

  • Estimated current generative-AI referral share: 2.0%
MonthSource
—All AI assistants
—All AI assistants
—All AI assistants

Website intelligence — Collected evidence

Site-stated AI capabilities

Page typeEvidenceSource
otherJoin the world's most widely adopted, AI-powered developer platform where millions of developers, businesses, and the largest open source community build software that advances humanity.https://github.com/
otherFrom your first line of code to final deployment, GitHub provides AI and automation tools to help you build and ship better software faster.https://github.com/
other2025 Gartner® Magic Quadrant™ for AI Code Assistantshttps://github.com/
otherUse AI to find and fix vulnerabilities so your team can ship more secure software faster.https://github.com/
featuresAI-powered platform solutions to solve your company’s challengeshttps://github.com/solutions
featuresBuild, scale, and deliver secure software faster with GitHub’s AI-powered developer platform.https://github.com/solutions
featuresWith an AI-powered developer platform, you can build innovative financial solutions that drive economic growth.https://github.com/solutions
featuresAI for every step of your workflowhttps://github.com/features/ai
featuresDetection built for AI-era codehttps://github.com/features/code-quality
features$10 USD per committer / month plus usage-based billing for AI features and Actions minutes. Public repositories: $0 per committer + usage-based billing for AI-powered work. Available on GitHub Enterprise Cloud and GitHub Team.https://github.com/features/code-quality
features$10 per committer per month, plus usage-based billing for AI-powered work. Deterministic CodeQL scans use GitHub Actions minutes. Public repositories carry no per-committer charge, with usage-based billing for AI-powered capabilities.https://github.com/features/code-quality
featuresExperience AI with Copilot Chathttps://github.com/features
featuresAI-powered platform solutions to solve your company’s challengeshttps://github.com/solutions
featuresBuild, scale, and deliver secure software faster with GitHub’s AI-powered developer platform.https://github.com/solutions
featuresWith an AI-powered developer platform, you can build innovative financial solutions that drive economic growth.https://github.com/solutions
featuresAI for every step of your workflowhttps://github.com/features/ai
featuresTurn ambitious projects into a functional codebase with AI that understands your intent.https://github.com/features/ai
pricingCredits used when interacting with Copilot features. Chat, agent mode, code review, Copilot cloud agent, Copilot CLI, and Copilot Apps consume GitHub AI Credits. Free plan supports CLI and agent mode. Learn morehttps://github.com/features/copilot/plans
pricingAgent mode, code review, coding agent, Copilot CLI, and Copilot Chat use AI Credits, with usage varying by model. Model options may vary by feature. Learn more about AI Creditshttps://github.com/features/copilot/plans
pricingGitHub Copilot is powered by generative AI models developed by GitHub, OpenAI, and Microsoft. It has been trained on natural language text and source code from publicly available sources, including code in public repositories on GitHub. Starting on April 24, GitHub may also use interactions from users with a Copilot Free, Copilot Pro, and Copilot Pro+ subscription - including inputs, outputs, code snippets, and associated context - to train and improve our AI models unless they have opted out. This allows us to build more intelligent, context-aware coding assistance for a more diverse set of coding tasks based on real-world development patterns. Users were notified 30 days before the change went into effect and can opt out from allowing their data to be used for training in their GitHub account settings at any time.https://github.com/features/copilot/plans

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

15

Marketing opportunities

Actions calculated directly from the collected evidence.

OpportunityRecommended actionEvidence
Competitor gapReview the sampled queries where youtube.com appears.6 first-page appearances across 0.7 3, 0.7 x2

Website intelligence — Collected evidence

Website evidence gaps

  • integrations: no usable public page was collected; verify whether the site publishes this evidence.
  • customers: no usable public page was collected; verify whether the site publishes this evidence.
  • reviews: 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

16

Customers, proof, and reviews

Published proof, customer signals, and review evidence.

Independent reviews

PlatformPageHow it was foundNote
G2GitHub Products / Read 2536 Reviews on G2Grounded web searchGitHub Products / Read 2536 Reviews on G2 ... # GitHub ... 4.6 out of 5 stars ... 0% 2,536 reviews ... Average star rating ... 4.6 ... ProductGitHub2,199 reviewsGitHub is the best place to share code with friends, co-workers, classmates, and complete strangers. Over two million people use GitHub to build amazing things together.
CapterraGitHub Pricing, Reviews & Features - Capterra CanadaGrounded web search### Overall rating Based on 6,208 reviews 4.8 ### Reviews sentiment Positive 98% Neutral 2% Negative 0% ... ### GitHub 4.8 (6,208) Reviews US$4.00 month Free version Free trial 4.4 (6,208) 4.6 (6,208) 4.3 (6,208) VS.
Product HuntGitHub Reviews (2026) / Product HuntGrounded web search### The community submitted 731 reviews to tell us what they like about GitHub, what GitHub can do better, and more. 5.0 ... Reviewers see GitHub as the default home for software work: a single place for code, pull requests, issues, releases, and especially Actions-driven CI/CD. Users repeatedly praise its strong collaboration flow, broad integrations, and the network effects of its open-source community. Founders of Appwrite and TestMu AI also highlight its ecosystem and all-in-one workflow. Th
PeerSpotGitHub reviews 2026Grounded web searchGitHub reviews 2026 # GitHub Reviews Vendor: GitHub 4.4 out of 5 - 102 reviews - 100% willing to recommend ... reducing time-to-market. Integration with tools like Azure and Jira further boosts efficiency
TrustpilotGitHub Reviews / Read Customer Service Reviews of github.comGrounded web searchGitHub Reviews / Read Customer Service Reviews of github.com ... Evaluating 77 reviews, most reviewers were unhappy with their experience overall. People found the customer service completely unresponsive, leaving users waiting for weeks or even months for any meaningful reply to submitted support tickets. Many consumers also experienced unexpected account suspensions and frustrating website verification issues that completely blocked access to their important development files. Some reviewers w
solutions.trustradius.comGitHub Buyer Guide / Based on verified user reviews / TrustRadiusGrounded web search# GitHub Buyer Guide Interested in discovering how GitHub really performs? This buyer guide was compiled from real user reviews and lays out how the product performs for them. Get an accurate picture of GitHub from those who know it best.
softverdict.comGitHub Review (2026): Pros, Cons & Verdict - SoftVerdictGrounded web searchalso carries a 4.7/5 rating on G2 from roughly 2,200 reviews, which matches what I’ve seen in practice. For this GitHub review 2026, my own rating is slightly more conservative at 8.8/10, primarily because of governance complexity and variable usage
capterra.co.ukGitHub vs Vercel Comparison - Capterra UK 2026Grounded web searchRatings Overall 4.8 (6,208) Reviews - Ease of Use 4.4 (6,208) Reviews - Features & Functionality 4.7 (6,208) Reviews - Customer Service 4.3 (6,208) Reviews - Value for Money 4.6 (6,208) Reviews
G2Programming SoftwareGrounded web search#### GitHub (2,412) 4.7 out of 5 #### GitHub (2,412) 4.7 out of 5 GitHub is the best place to share code with friends, co-workers, classmates, and complete strangers. Over two million people use GitHub to build amazing things together.
CapterraCompare GitHub vs Quire 2026 / CapterraGrounded web search## GitHub 4.8 (6,208) remove product Starting Price $4.00/month Value-for-Money 4.6 Better rated in this comparison Functionality 4.7 4.4 Customer Service 4.3 Based on 6,208 reviews Positive 6,101 Neutral 98 Negative 9

Customer proof

No named customers, testimonials, or customer case studies were found.

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.

17

Company, security, and trust

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

SignalFindingSource
Company and ownershipMeet the leadership team guiding us as we continue on this journey building the world's largest and most advanced software development platform in the world.source
Contact and supportWith Premium, get a 30-minute SLA on Urgent tickets and 24/7 web and phone support via callback request. With Premium Plus, get everything in Premium, assigned Customer Reliability Engineer and more.source
Legal and privacyFor abuse detection, prevention, and protection, virus scanning, and scanning to detect violations of terms of servicesource
Security and complianceGitHub Enterprise Cloud offers a multi-tenant enterprise SaaS solution on Microsoft Azure, allowing you to choose a regional cloud deployment for data residency, so your in-scope data is stored at rest in a designated losource
Uptime and status pageWith Premium, get a 30-minute SLA on Urgent tickets and 24/7 web and phone support via callback request. With Premium Plus, get everything in Premium, assigned Customer Reliability Engineer and more.source
Domain registered2007-10-09—
Domain expires2028-10-09—

Every trust signal above is backed by a collected page or a registration record.

18

Documentation and product updates

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

Not established in the collected sources.

Technical

19

Technical and delivery signals

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

SignalFindingSource
Delivery model (cloud, self-hosted, desktop, browser extension)Available as a cloud service and as extensions in IDEs S31 S9.S31
Platforms and appsAvailable on web, mobile apps, and various IDEs S9.S9
API and extensibility (API, SDK, webhooks, MCP, plugins)Supports MCP integrations and webhooks API S9 S14.S9
Data ownership and exportData retention depends on access method and purpose; details in DPA S9.S9
Performance and reliability claimsNot published on the collected pages.—
Release activityNot published on the collected pages.—
20

Measured infrastructure

Domain, certificate, and hosting signals, measured directly.

SignalFinding
Domain registered2007-10-09 — MarkMonitor Inc.
Domain expires2028-10-09
First archived2008-05-14 — web archive
TLS certificateSectigo Limited, valid, expires 2026-11-29
Security headersHSTS, CSP, X-Content-Type-Options, X-Frame-Options, Referrer-Policy
Server headergithub.com
Mail handled bygithub-com.mail.protection.outlook.com
Nameserversdns3.p08.nsone.net, dns4.p08.nsone.net

Not measurable: rdap: exceeded the overall budget; wayback: exceeded the overall budget; tls: exceeded the overall budget; dns: exceeded the overall budget; headers: exceeded the overall budget. A gap here means the lookup was unavailable, not that the finding is negative.

21

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: 96/100
  • Critical issues: 0
  • Warnings: 10
  • Notices: 3

Issues

SeverityIssueValueAffected URL
warningTitle length should be reviewed70https://github.com/
noticeMeta description length should be reviewed186https://github.com/
warningSlow HTML response2500https://github.com/
noticeLow visible word count105https://github.com/login
noticeMeta description length should be reviewed172https://github.com/features/copilot
warningMissing canonical URL—https://github.com/mcp
warningTitle length should be reviewed79https://github.com/features/actions
warningTitle length should be reviewed67https://github.com/features/codespaces
warningTitle length should be reviewed76https://github.com/security/advanced-security
warningMissing canonical URL—https://github.com/marketplace
warningDuplicate meta description in audit sample3https://github.com/login
warningDuplicate meta description in audit sample3https://github.com/security/advanced-security/code-security
warningDuplicate meta description in audit sample3https://github.com/security/advanced-security/secret-protection

Crawled pages

StatusTitleH1sWordsResponseURL
200GitHub · Change is constant. GitHub keeps you ahead. · GitHub · GitHub111242,500 mshttps://github.com/
200Sign in to GitHub · GitHub1105820 mshttps://github.com/login
200GitHub Copilot · Your AI coding agent · GitHub · GitHub110226634 mshttps://github.com/features/copilot
200GitHub Copilot app · GitHub110781,046 mshttps://github.com/features/ai/github-app
200MCP Registry · Connect Agents to tools · GitHub18581,227 mshttps://github.com/mcp
200GitHub Actions · CI/CD and automations · Agentic Workflows · Workflows · GitHub1877408 mshttps://github.com/features/actions
200GitHub Codespaces · Cloud Development Environment · GitHub · GitHub11256545 mshttps://github.com/features/codespaces
200GitHub Issues · Project planning for developers · GitHub11120564 mshttps://github.com/features/issues
200Code review and pull requests · GitHub · GitHub1736388 mshttps://github.com/features/code-review
200GitHub Code Quality · GitHub11023401 mshttps://github.com/features/code-quality
200GitHub Advanced Security · Built-in protection for every repository · GitHub11076435 mshttps://github.com/security/advanced-security
200GitHub Code Security · GitHub11079421 mshttps://github.com/security/advanced-security/code-security
200GitHub Secret Protection · GitHub11010464 mshttps://github.com/security/advanced-security/secret-protection
200GitHub · Why Choose GitHub? · GitHub1985548 mshttps://github.com/why-github
200Marketplace · Tools to improve your workflow · GitHub1783633 mshttps://github.com/marketplace

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

22

Search Console and Analytics

First-party search and behavioral data connection state.

Modeled acquisition channels

ChannelEstimated share
direct53.3%
search24.4%
search organic24.3%
search paid0.0%
social9.5%
social organic9.4%
social paid0.1%
referrals9.3%
paid referrals0.3%
mail1.2%
gen ai2.0%
affiliate0.0%
other0.0%

First-party connections

IntegrationStatusData available after connection
Google Search ConsoleNot connectedClicks, impressions, CTR, average position, queries, pages, countries, and devices
Google AnalyticsNot connectedOrganic 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

23

Limitations and open questions

Known constraints and missing evidence from the collected pages.

The collected pages do not mention specific competitors. Evidence gaps include lack of detailed performance benchmarks, customer counts, and independent reviews. Open questions remain about data retention specifics and enterprise deployment options.

24

Sources, method, and limitations

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

This report is based on 15 collected pages from github.com, including product, pricing, and about pages. Static and browser rendering rendering were used; external proof search was limited. Pricing data was verified from the official pricing page. Limitations: no third-party reviews or detailed documentation were collected.

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