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What AI says about GitHub | Parse

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GitHub

What AI says about GitHub

Track GitHub free

Data as of Oct 13, 2026Based on 31,549 AI responsesReviewed by Dimitry Apollonsky

AI summary

GitHub is a developer platform that provides tools for coding, automated workflows, cloud-based development, and security for software teams.

GitHubThis page7%

Products

Actions7%
Copilot5%
Projects3%

Issues2%
Advanced Security1%
Discussions1%

GitHub in AI’s own words

Question: Tired of managing separate tools, what's a good unified DevOps platform for a small team of engineers?

Google AI ModeOct 12, 2026

GitHub : Best if your team wants an ecosystem where everyone already has an account.

Ask Google AI Mode yourself

How often AI mentions GitHub

Recruiting Sourcing and Screening Software

6%4%2%0%

Use the left and right arrow keys to read each date.

Recruiting Sourcing and Screening Software6%

Aug 19SepOct 7

Recruiting Sourcing and Screening Software6%

Mentions by AI engine

Since Jul 6

ChatGPT Search11%
Google AI Mode

Track GitHub: see where AI mentions it and what to do next.

Insights for GitHub

Weeks of Sep 21 – Oct 4, 2026

Slipping: Now ranks #23 in AI Knowledge Graph Platforms, down from #15
Gaining: The mention rate in Automated Release Notes Generators rose 7.4 points to 63.6%

See where AI recommends GitHub

Mentioned in

7%

of AI answers about GitHub and its rivals. Since Jul 6

The market map

Recruiting Sourcing and Screening Software

Mentioned in

#BrandMentioned inAvg. position

1SeekOutMentioned in 39%Avg. position 6.5
2hireEZMentioned in 26%Avg. position 22.1
3PinpointMentioned in 23%Avg. position 4.1
4Eightfold AIMentioned in 16%Avg. position 72.8
5AffindaMentioned in 15%Avg. position 4.2
6LinkedIn RecruiterMentioned in 14%Avg. position 36.9
6EqualHiresMentioned in 14%Avg. position 4.1
8GemMentioned in 13%Avg. position 4.7
8MeVitaeMentioned in 13%Avg. position 4.0
10AmazingHiringMentioned in 12%Avg. position 3.3
10RChilliMentioned in 12%Avg. position 4.0
12MeritasMentioned in 11%Avg. position 63.4
12TextkernelMentioned in 11%Avg. position 70.2
12GreenhouseMentioned in 11%Avg. position 4.2
28GitHubMentioned in 4%Avg. position 3.9

Where GitHub ranks in AI

Recruiting Sourcing and Screening Software#28

Automated Release Notes Generators#1

Changelog generation#1

Source Code Hosting Platforms#3

Code hosting with CI/CD#6
VCS compliance and audit trails#7

View 4 more markets

(opens in a new tab)

Question: My goal is to host our source code in private repos. What's the best source code hosting platform with the best CI/CD integration?

ChatGPT SearchSep 4, 2026

GitHub is probably the safest choice if you want a platform that will remain broadly useful as your engineering organization grows.

Ask ChatGPT yourself (opens in a new tab)

Question: Tired of managing separate tools, what's a good unified DevOps platform for a small team of engineers?

Google AI ModeAug 26, 2026

GitHub (with GitHub Actions & Advanced Security) — If your code is already on GitHub, expanding its ecosystem rather than migrating elsewhere is often the path of least resistance.

Ask Google AI Mode yourself (opens in a new tab)

8%

Named first17%
2nd or 3rd28%
Later55%

Gap between platforms:

The platform gap for GitHub in Automated Release Notes Generators widened to 27.3 points, Google AI Mode ahead

View 9 more insights across 9 markets since Aug 2

How AI describes GitHub

43% of analyzed statements about GitHub are positive, and it is the pick in 99% of recommendations.

Common descriptions

essential · excellent · best · open-source · ideal · native

Compare GitHub

GitHub vs GitLab
GitHub vs Atlassian
GitHub vs Renovate
GitHub vs Semgrep
GitHub vs Snyk

Sources AI cites

github.com 16%Other sites 84%

docs.github.com (opens in a new tab)19%
github.com (opens in a new tab)Owned16%

reddit.com (opens in a new tab)5%

youtube.com (opens in a new tab)5%

medium.com (opens in a new tab)2%

Topics where AI mentions GitHub

TopicMentioned inRank

Changelog generationAutomated Release Notes Generators61%#1
Free domain for studentsDomain Registration ServicesFew answers54%#1
Kubernetes deployment managementCI/CD and DevOps Platforms6%#3
Code hosting with CI/CDSource Code Hosting Platforms57%#6
Mentioned in
My goal is to host our source code in private repos. What's the best source code hosting platform with the best CI/CD integration?57%
Excerpts where GitHub appeared in the AI's answer
Google AI Mode Google AI Mode
GitHub and GitLab are the industry-standard platforms offering private repositories alongside top-tier, native CI/CD integrations.
ChatGPT Search ChatGPT Search
GitHub is probably the safest choice if you want a platform that will remain broadly useful as your engineering organization grows.
Large repository analysisAI Code Quality & Review Platforms32%#7
Technical candidate sourcingRecruiting Sourcing and Screening Software20%#7
VCS compliance and audit trailsSource Code Hosting Platforms16%#7
Maintaining consistent brand voiceAI Research and Writing Assistants11%#7
Design token managementDesign System Management Platforms28%#9
Security for AI-generated codeAI-Powered Code Review & SAST Tools15%#9
Collaborative markdown document editorNote-Taking Apps & Wikis15%#9
Feedback management tool with public voting boardVoice of Customer Feedback Platform13%#9
Golden path developer platformsInternal Developer Platform Software7%#10
Security vulnerability scanningAI Code Quality & Review Platforms23%#11
AI code reviewer for securityAI-Powered Code Review & SAST Tools17%#11
Satellite orbital mechanics modeling softwareSpace and Astronomy Products & Services7%#11
Open-source community forum platformOnline Community Forum Platforms5%#11
Developer forum platformsOnline Community Forum Platforms14%#12
Automated code fix workflowsAI Developer Productivity Tools12%#12
Cloud development environmentsEphemeral Cloud Development Platforms6%#12
Multi-repository AI code search toolAI Developer Productivity Tools7%#13
QA test case managementAgile Project and Issue Management Software20%#14
Prompt library software for enterprise centers of excellencePrompt Management & Evaluation Platforms13%#14
Static vulnerability scanningAI-Powered Code Review & SAST Tools12%#14
Prompt version controlPrompt Management & Evaluation Platforms5%#14
AI pair programming with voiceAI Developer Productivity Tools4%#14
Authentication service providersAuthentication Service Platforms3%#14
Managed bug bounty programManaged Bug Bounty Platforms2%#14
Agile software development trackingProduct Roadmapping Software Tools16%#15
IT and development team supportIT Helpdesk and IDP Platforms15%#15
Project and issue tracking softwareAgile Project and Issue Management Software9%#15
Academic course website management software for professorsOnline Course Platforms and LMS7%#15
Jamstack static site hostingHeadless CMS and Jamstack Hosting6%#15
Virtual card management for software subscriptionsDigital Banking and Payments Platforms5%#15
Open-source team chatTeam Collaboration Chat Platforms1%#15
SAST in CI/CD pipelinesCI/CD Application Security Scanning Tools9%#16
Cross-platform artifact and container registryPrivate Artifact Registry Services7%#16
Automated code documentationAI Developer Productivity Tools5%#16
Messaging app integrationSlack Team Productivity Bots13%#17
Automated code reviewAI Code Review Tools9%#17
Developer-friendly SAST tools for TypeScriptDevSecOps Application Security Platforms5%#17
Private NPM registry hosting servicePrivate Artifact Registry Services2%#17
Self-hosted team messagingTeam Collaboration Chat Platforms2%#17
Minimal platform engineering stackInternal Developer Platform Software39%#18
Automated code quality checksAI Code Quality & Review Platforms18%#18
Blog post ideation and outliningAI SEO Content Writing Platform4%#18
Open source compliance scanningDevSecOps Application Security Platforms2%#18
Online project collaboration platformsTeam Collaboration and Project Management Software10%#19
High-stakes patent research validationPatent Search and Filing Solutions5%#19
Code vulnerability ticketingAutomated Patch & Vulnerability Remediation Platforms10%#20
CI/CD tools for gated releases and progressive deliveryCI/CD and DevOps Platforms8%#20
Security policy managementCompliance Management and GRC Software6%#20
Self-hosted CI/CD pipelineCI/CD and DevOps Platforms5%#20
Investment analysis tools for L1 and L2 tokensCrypto Analytics Subscriptions5%#20
Cross-team project visibilityAll-in-One Team Collaboration Platforms2%#20
Git-synced localizationLocalization & Translation Management Platforms2%#21
Production readiness scorecard platform for microservicesInternal Developer Platform Software2%#21
Data analyst training programsTech Career Bootcamps & Certifications11%#22
In-app feedback and bug reportingProduct Analytics and Session Replay6%#22
Public product roadmap softwareProduct Roadmapping Software Tools3%#22
Navigating large monorepos with millions of lines of codeAI Developer Productivity Tools2%#22
Asynchronous daily stand-upsSlack Team Productivity Bots2%#22
Automated test generationAI Developer Productivity Tools2%#22
Affordable coding bootcampsOnline Coding Bootcamps3%#23
Enterprise MLOps lifecycle management platformMLOps and Data Orchestration Platforms2%#23
C++ project developmentAI Developer Productivity Tools2%#23
Container-based CI/CD automationCI/CD and DevOps Platforms2%#23
Applicant tracking for staffing agenciesApplicant Tracking Systems (ATS)2%#23
Managed CI/CD service for developersCI/CD and DevOps Platforms4%#24
CRM with delivery tracking for mid-sized agenciesCRM Software Platforms3%#24
Feature flag cleanup toolFeature Flag Management Platforms2%#24
Serverless CI/CD platformCI/CD and DevOps Platforms2%#24
SOC 2 compliance automationCloud Infrastructure Management and Security13%#25
IaC compliance scanningCloud Infrastructure Management and Security6%#25
Professional portfolio hostingCloud Storage and Backup Solutions2%#25
Sketch-to-image renderingAI Creative Design Tools2%#25
Technical jargon localizationLocalization & Translation Management Platforms2%#25
Retrospective action item trackingAgile Retrospective and Meeting Management Software5%#26
Product roadmap softwareProduct Roadmapping Software Tools2%#26
Serverless gpu integration with CI/CDMLOps and Inference Serving Platforms2%#26
AI-assisted code reviewAI Developer Productivity Tools2%#26
Portfolio website creationOnline Portfolio Website Builders2%#26
Enterprise supply chain security platformsSoftware Supply Chain Security Platforms5%#27
Software development teamsAI Developer Productivity Tools5%#27
CI pipeline optimization toolMonorepo CI Build Optimization Tools2%#27
Tree inventory and management planningForestry Management Software Platforms2%#28
Single-page portfolio sitesOnline Portfolio Website Builders2%#28
Career change certificationsTech Bootcamps and Certification Programs8%#29
SBOM generation and managementSoftware Supply Chain Security Platforms2%#29
Data science training programsTech Career Bootcamps & Certifications3%#30
SBOM and vulnerability platform with AI patch guidanceSoftware Supply Chain Security Platforms2%#30
Cloud-native pipeline platforms for GPU trainingMLOps and Data Orchestration Platforms2%#30
RAG evaluationLLM Observability and Evaluation Platforms1%#31
Crypto trading bot platformsCrypto Trading Platforms and Wallets2%#32
Test environment management platform for PRsEphemeral Cloud Development Platforms1%#32
CI/CD build log explanationAI Observability & Log Analytics Platforms4%#33
Esports player recruitmentEsports Team Management Platforms2%#33
AI alert management tool for on-call engineering teamsOn-Call and Incident Management Software2%#33
Follow-the-sun on-call schedulingOn-Call and Incident Management Software1%#33
Open-source internal developer platform toolsInternal Developer Platform Software6%#34
Prompt management software with guardrailsPrompt Management & Evaluation Platforms2%#34
SaaS application access managementIdentity and Access Management (IAM) Platforms3%#35
AI code completion and generationAI Developer Productivity Tools3%#35
DevOps compliance automation platformCloud Infrastructure Management and Security2%#35
Project management and task trackingProductivity and Wellness Mobile Apps2%#35
Local codebase indexingAI Developer Productivity Tools2%#35
Mixed-skill team collaborationAll-in-One Team Collaboration Platforms2%#35
Legacy code modernizationAI Developer Productivity Tools2%#35
Peer review comment generationAI Research and Writing Assistants1%#35
Automated code quality detectionAI Developer Productivity Tools6%#36
Cybersecurity certification programsTech Career Bootcamps & Certifications2%#36
AI log analytics platforms for production regression analysisAI Observability & Log Analytics Platforms2%#37
CRM for service businessesCRM Software Platforms1%#37
Backend-as-a-service platformsDeveloper Backend & Vector Search Services1%#37
Cryptographic key discoverySecrets and Key Management Platforms2%#39
Vector database for generative AIDeveloper Backend & Vector Search Services2%#41
LLM knowledge graph databasesAI Knowledge Graph Platforms2%#41
Internal developer platform framework for large organizationsInternal Developer Platform Software2%#42
Model distillation and quantization frameworkEdge AI Model Optimization Tools2%#42
Onboarding content toolsCustomer Onboarding Software Platforms2%#43
AI application vulnerability testingAI Red Teaming & Pen Testing2%#43
Code error message improvementAI Developer Productivity Tools1%#43
Enterprise internal knowledge baseKnowledge Base and Wiki Software1%#44
Website builders with clean code export and self-hostingWebsite Builders and Hosting Platforms1%#45
Cloud infrastructure visualizationCloud Architecture Diagramming Tools1%#47
Internal wiki softwareKnowledge Base and Wiki Software1%#51
Hosted status pagesIncident Management, Status Pages and Postmortems<1%#53
Custom text-to-speech voicesSpeech AI APIs and Services1%#59
Agency project managementProject Management Software<1%#63
LLM cost monitoring softwareLLM Observability & Tracing Platforms1%#67
RAG document rerankingRAG Platforms and Retrieval Tools<1%#73
Office administration tools for small to mid-sized enterprise companiesOffice Administration Tools and Services2%#90
Employee onboarding softwareSmall Business HR & Payroll Platforms<1%#95

Mentioned in
What is the best source code repository?56%
Excerpts where GitHub appeared in the AI's answer
ChatGPT Search ChatGPT Search
GitHub is the best overall choice for most developers and teams in 2026
Google AI Mode Google AI Mode
GitHub is the undisputed king for hosting public projects and open-source code.
We are unable to detect when our API keys are leaked on public repositories. Who offers secret scanning services?72%
Excerpts where GitHub appeared in the AI's answer
Google AI Mode Google AI Mode
GitHub Secret Scanning - Automatically scans public repositories for free
Google AI Mode Google AI Mode
GitHub Secret Scanning automatically scans all public repositories for known partner secret formats
As a software startup, which collaboration platforms integrate tightly with code repositories and issue tracking for development workflows?63%
Which platform generates clear release notes from commit history?68%
Excerpts where GitHub appeared in the AI's answer
ChatGPT Search ChatGPT Search
GitHub Copilot Release Notes — analyzes PRs, titles, labels, and diffs to produce polished notes, rather than relying only on commit messages.
Google AI Mode Google AI Mode
GitHub Releases (Auto-generate release notes): If your code lives on GitHub, you don't even need an external tool for basic needs.
Best secrets scanning to catch leaks in PRs?71%
Excerpts where GitHub appeared in the AI's answer
Google AI Mode Google AI Mode
GitHub Advanced Security (GHAS) & Push Protection : If you use GitHub Enterprise, native secret scanning rulesets and review actions can block PRs from merging
ChatGPT Search ChatGPT Search
GitHub Secret Scanning + Push Protection — best if you’re already on GitHub.