René's URL Explorer Experiment

Title: GitHub - shadowresearch/auto-geo: The open-source GEO engine that gets your brand mentioned in ChatGPT, Claude, Gemini, Perplexity, and Grok. MIT, by Shadow. · GitHub

Open Graph Title: GitHub - shadowresearch/auto-geo: The open-source GEO engine that gets your brand mentioned in ChatGPT, Claude, Gemini, Perplexity, and Grok. MIT, by Shadow.

X Title: GitHub - shadowresearch/auto-geo: The open-source GEO engine that gets your brand mentioned in ChatGPT, Claude, Gemini, Perplexity, and Grok. MIT, by Shadow.

Description: The open-source GEO engine that gets your brand mentioned in ChatGPT, Claude, Gemini, Perplexity, and Grok. MIT, by Shadow. - shadowresearch/auto-geo

Open Graph Description: The open-source GEO engine that gets your brand mentioned in ChatGPT, Claude, Gemini, Perplexity, and Grok. MIT, by Shadow. - shadowresearch/auto-geo

X Description: The open-source GEO engine that gets your brand mentioned in ChatGPT, Claude, Gemini, Perplexity, and Grok. MIT, by Shadow. - shadowresearch/auto-geo

Opengraph URL: https://github.com/shadowresearch/auto-geo

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:02aea0fd-dd3b-21b7-4aad-3d3488d09395
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	CADC:2B1536:B40328:FAB4BB:6A4BDBC5
html-safe-nonce	e47fda669b63ec066ef3fa4d45fdc6fe8b0a054727894a4349251f1d94b631c2
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJDQURDOjJCMTUzNjpCNDAzMjg6RkFCNEJCOjZBNEJEQkM1IiwidmlzaXRvcl9pZCI6Ijg0MjUxNzA2NTAzNTIzMTEyMzgiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac	02f186e9c94ac9900affd6e10350c1510aa6010a966d128cb3557bc2b5f65bb2
hovercard-subject-tag	repository:1257616349
github-keyboard-shortcuts	repository,copilot
google-site-verification	Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-url	https://collector.github.com/github/collect
analytics-location	//
fb:app_id	1401488693436528
apple-itunes-app	app-id=1477376905, app-argument=https://github.com/shadowresearch/auto-geo
twitter:image	https://repository-images.githubusercontent.com/1257616349/115e03f1-bfa9-40f5-8755-a0f3daa22ad4
twitter:card	summary_large_image
og:image	https://repository-images.githubusercontent.com/1257616349/115e03f1-bfa9-40f5-8755-a0f3daa22ad4
og:image:alt	The open-source GEO engine that gets your brand mentioned in ChatGPT, Claude, Gemini, Perplexity, and Grok. MIT, by Shadow. - shadowresearch/auto-geo
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	9df996be9551ac02247d09a2f7f64ece66c35ca28885d346e98fdfda9cdaa37b
turbo-cache-control	no-cache
go-import	github.com/shadowresearch/auto-geo git https://github.com/shadowresearch/auto-geo.git
octolytics-dimension-user_id	175664825
octolytics-dimension-user_login	shadowresearch
octolytics-dimension-repository_id	1257616349
octolytics-dimension-repository_nwo	shadowresearch/auto-geo
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	false
octolytics-dimension-repository_network_root_id	1257616349
octolytics-dimension-repository_network_root_nwo	shadowresearch/auto-geo
turbo-body-classes	logged-out env-production page-responsive
disable-turbo	false
browser-stats-url	https://api.github.com/_private/browser/stats
browser-errors-url	https://api.github.com/_private/browser/errors
release	7242837c61fe4c8b774b83b9ee05b1881ba589f8
ui-target	canary-2
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/shadowresearch/auto-geo#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fshadowresearch%2Fauto-geo
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub Copilot appDirect agents from issue to merge	https://github.com/features/ai/github-app
MCP RegistryNewIntegrate external tools	https://github.com/mcp
ActionsAutomate any workflow	https://github.com/features/actions
CodespacesInstant dev environments	https://github.com/features/codespaces
IssuesPlan and track work	https://github.com/features/issues
Code ReviewManage code changes	https://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilities	https://github.com/security/advanced-security
Code securitySecure your code as you build	https://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they start	https://github.com/security/advanced-security/secret-protection
Why GitHub	https://github.com/why-github
Documentation	https://docs.github.com
Blog	https://github.blog
Changelog	https://github.blog/changelog
Marketplace	https://github.com/marketplace
View all features	https://github.com/features
Enterprises	https://github.com/enterprise
Small and medium teams	https://github.com/team
Startups	https://github.com/enterprise/startups
Nonprofits	https://github.com/solutions/industry/nonprofits
App Modernization	https://github.com/solutions/use-case/app-modernization
DevSecOps	https://github.com/solutions/use-case/devsecops
DevOps	https://github.com/solutions/use-case/devops
CI/CD	https://github.com/solutions/use-case/ci-cd
View all use cases	https://github.com/solutions/use-case
Healthcare	https://github.com/solutions/industry/healthcare
Financial services	https://github.com/solutions/industry/financial-services
Manufacturing	https://github.com/solutions/industry/manufacturing
Government	https://github.com/solutions/industry/government
View all industries	https://github.com/solutions/industry
View all solutions	https://github.com/solutions
AI	https://github.com/resources/articles?topic=ai
Software Development	https://github.com/resources/articles?topic=software-development
DevOps	https://github.com/resources/articles?topic=devops
Security	https://github.com/resources/articles?topic=security
View all topics	https://github.com/resources/articles
Customer stories	https://github.com/customer-stories
Events & webinars	https://github.com/resources/events
Ebooks & reports	https://github.com/resources/whitepapers
Business insights	https://github.com/solutions/executive-insights
GitHub Skills	https://skills.github.com
Documentation	https://docs.github.com
Customer support	https://support.github.com
Community forum	https://github.com/orgs/community/discussions
Trust center	https://github.com/trust-center
Partners	https://github.com/partners
View all resources	https://github.com/resources
GitHub SponsorsFund open source developers	https://github.com/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/accelerator
GitHub Stars	https://stars.github.com
Archive Program	https://archiveprogram.github.com
Topics	https://github.com/topics
Trending	https://github.com/trending
Collections	https://github.com/collections
Enterprise platformAI-powered developer platform	https://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security features	https://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI features	https://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 support	https://github.com/premium-support
Pricing	https://github.com/pricing
Search syntax tips	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentation	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fshadowresearch%2Fauto-geo
Sign up	https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=shadowresearch%2Fauto-geo
Reload	https://github.com/shadowresearch/auto-geo
Reload	https://github.com/shadowresearch/auto-geo
Reload	https://github.com/shadowresearch/auto-geo
Please reload this page	https://github.com/shadowresearch/auto-geo
shadowresearch	https://github.com/shadowresearch
auto-geo	https://github.com/shadowresearch/auto-geo
Notifications	https://github.com/login?return_to=%2Fshadowresearch%2Fauto-geo
Fork 0	https://github.com/login?return_to=%2Fshadowresearch%2Fauto-geo
Star 15	https://github.com/login?return_to=%2Fshadowresearch%2Fauto-geo
Code	https://github.com/shadowresearch/auto-geo
Issues 0	https://github.com/shadowresearch/auto-geo/issues
Pull requests 4	https://github.com/shadowresearch/auto-geo/pulls
Discussions	https://github.com/shadowresearch/auto-geo/discussions
Actions	https://github.com/shadowresearch/auto-geo/actions
Projects	https://github.com/shadowresearch/auto-geo/projects
Security and quality 0	https://github.com/shadowresearch/auto-geo/security
Insights	https://github.com/shadowresearch/auto-geo/pulse
Code	https://github.com/shadowresearch/auto-geo
Issues	https://github.com/shadowresearch/auto-geo/issues
Pull requests	https://github.com/shadowresearch/auto-geo/pulls
Discussions	https://github.com/shadowresearch/auto-geo/discussions
Actions	https://github.com/shadowresearch/auto-geo/actions
Projects	https://github.com/shadowresearch/auto-geo/projects
Security and quality	https://github.com/shadowresearch/auto-geo/security
Insights	https://github.com/shadowresearch/auto-geo/pulse
	https://github.com/shadowresearch/auto-geo
Branches	https://github.com/shadowresearch/auto-geo/branches
Tags	https://github.com/shadowresearch/auto-geo/tags
	https://github.com/shadowresearch/auto-geo/branches
	https://github.com/shadowresearch/auto-geo/tags
54 Commits	https://github.com/shadowresearch/auto-geo/commits/main/
	https://github.com/shadowresearch/auto-geo/commits/main/
.github	https://github.com/shadowresearch/auto-geo/tree/main/.github
.github	https://github.com/shadowresearch/auto-geo/tree/main/.github
cli	https://github.com/shadowresearch/auto-geo/tree/main/cli
cli	https://github.com/shadowresearch/auto-geo/tree/main/cli
docs	https://github.com/shadowresearch/auto-geo/tree/main/docs
docs	https://github.com/shadowresearch/auto-geo/tree/main/docs
scripts	https://github.com/shadowresearch/auto-geo/tree/main/scripts
scripts	https://github.com/shadowresearch/auto-geo/tree/main/scripts
tests	https://github.com/shadowresearch/auto-geo/tree/main/tests
tests	https://github.com/shadowresearch/auto-geo/tree/main/tests
.editorconfig	https://github.com/shadowresearch/auto-geo/blob/main/.editorconfig
.editorconfig	https://github.com/shadowresearch/auto-geo/blob/main/.editorconfig
.gitignore	https://github.com/shadowresearch/auto-geo/blob/main/.gitignore
.gitignore	https://github.com/shadowresearch/auto-geo/blob/main/.gitignore
.npmrc	https://github.com/shadowresearch/auto-geo/blob/main/.npmrc
.npmrc	https://github.com/shadowresearch/auto-geo/blob/main/.npmrc
.nvmrc	https://github.com/shadowresearch/auto-geo/blob/main/.nvmrc
.nvmrc	https://github.com/shadowresearch/auto-geo/blob/main/.nvmrc
.prettierignore	https://github.com/shadowresearch/auto-geo/blob/main/.prettierignore
.prettierignore	https://github.com/shadowresearch/auto-geo/blob/main/.prettierignore
.prettierrc	https://github.com/shadowresearch/auto-geo/blob/main/.prettierrc
.prettierrc	https://github.com/shadowresearch/auto-geo/blob/main/.prettierrc
AGENT.md	https://github.com/shadowresearch/auto-geo/blob/main/AGENT.md
AGENT.md	https://github.com/shadowresearch/auto-geo/blob/main/AGENT.md
CHANGELOG.md	https://github.com/shadowresearch/auto-geo/blob/main/CHANGELOG.md
CHANGELOG.md	https://github.com/shadowresearch/auto-geo/blob/main/CHANGELOG.md
CODE_OF_CONDUCT.md	https://github.com/shadowresearch/auto-geo/blob/main/CODE_OF_CONDUCT.md
CODE_OF_CONDUCT.md	https://github.com/shadowresearch/auto-geo/blob/main/CODE_OF_CONDUCT.md
CONTRIBUTING.md	https://github.com/shadowresearch/auto-geo/blob/main/CONTRIBUTING.md
CONTRIBUTING.md	https://github.com/shadowresearch/auto-geo/blob/main/CONTRIBUTING.md
LICENSE	https://github.com/shadowresearch/auto-geo/blob/main/LICENSE
LICENSE	https://github.com/shadowresearch/auto-geo/blob/main/LICENSE
README.md	https://github.com/shadowresearch/auto-geo/blob/main/README.md
README.md	https://github.com/shadowresearch/auto-geo/blob/main/README.md
SECURITY.md	https://github.com/shadowresearch/auto-geo/blob/main/SECURITY.md
SECURITY.md	https://github.com/shadowresearch/auto-geo/blob/main/SECURITY.md
eslint.config.js	https://github.com/shadowresearch/auto-geo/blob/main/eslint.config.js
eslint.config.js	https://github.com/shadowresearch/auto-geo/blob/main/eslint.config.js
llms-full.txt	https://github.com/shadowresearch/auto-geo/blob/main/llms-full.txt
llms-full.txt	https://github.com/shadowresearch/auto-geo/blob/main/llms-full.txt
llms.txt	https://github.com/shadowresearch/auto-geo/blob/main/llms.txt
llms.txt	https://github.com/shadowresearch/auto-geo/blob/main/llms.txt
package.json	https://github.com/shadowresearch/auto-geo/blob/main/package.json
package.json	https://github.com/shadowresearch/auto-geo/blob/main/package.json
pnpm-lock.yaml	https://github.com/shadowresearch/auto-geo/blob/main/pnpm-lock.yaml
pnpm-lock.yaml	https://github.com/shadowresearch/auto-geo/blob/main/pnpm-lock.yaml
tsconfig.json	https://github.com/shadowresearch/auto-geo/blob/main/tsconfig.json
tsconfig.json	https://github.com/shadowresearch/auto-geo/blob/main/tsconfig.json
tsup.config.ts	https://github.com/shadowresearch/auto-geo/blob/main/tsup.config.ts
tsup.config.ts	https://github.com/shadowresearch/auto-geo/blob/main/tsup.config.ts
vitest.config.ts	https://github.com/shadowresearch/auto-geo/blob/main/vitest.config.ts
vitest.config.ts	https://github.com/shadowresearch/auto-geo/blob/main/vitest.config.ts
README	https://github.com/shadowresearch/auto-geo
Code of conduct	https://github.com/shadowresearch/auto-geo
Contributing	https://github.com/shadowresearch/auto-geo
MIT license	https://github.com/shadowresearch/auto-geo
Security	https://github.com/shadowresearch/auto-geo
	https://github.com/shadowresearch/auto-geo#auto-geo
	https://github.com/shadowresearch/auto-geo/actions/workflows/ci.yml
	https://www.npmjs.com/package/auto-geo
	https://github.com/shadowresearch/auto-geo/blob/main/LICENSE
	https://www.shadow.inc
	https://www.npmjs.com/package/auto-geo
	https://www.typescriptlang.org/
	https://nodejs.org/
	https://shadowresearch.github.io/auto-geo/
	https://github.com/shadowresearch/auto-geo/blob/main/llms.txt
	https://raw.githubusercontent.com/shadowresearch/auto-geo/main/.github/demo.gif
Shadow	https://www.shadow.inc
shadow.inc/resources	https://www.shadow.inc/resources
	https://github.com/shadowresearch/auto-geo#contents
Quickstart	https://github.com/shadowresearch/auto-geo#quickstart
What is GEO?	https://github.com/shadowresearch/auto-geo#what-is-geo
The workflow	https://github.com/shadowresearch/auto-geo#the-workflow
auto-geo init — set up the system	https://github.com/shadowresearch/auto-geo#auto-geo-init--set-up-the-system
auto-geo doctor — audit any page for citation readiness	https://github.com/shadowresearch/auto-geo#auto-geo-doctor--audit-any-page-for-citation-readiness
auto-geo write — generate pages from queries	https://github.com/shadowresearch/auto-geo#auto-geo-write--generate-pages-from-queries
auto-geo fix — rewrite a page for citation readiness	https://github.com/shadowresearch/auto-geo#auto-geo-fix--rewrite-a-page-for-citation-readiness
auto-geo prompts — manage your tracked prompts	https://github.com/shadowresearch/auto-geo#auto-geo-prompts--manage-your-tracked-prompts
auto-geo check — measure actual citation coverage	https://github.com/shadowresearch/auto-geo#auto-geo-check--measure-actual-citation-coverage
auto-geo history — citation coverage over time	https://github.com/shadowresearch/auto-geo#auto-geo-history--citation-coverage-over-time
Configuration	https://github.com/shadowresearch/auto-geo#configuration
The page architecture	https://github.com/shadowresearch/auto-geo#the-page-architecture
Agent-friendly output	https://github.com/shadowresearch/auto-geo#agent-friendly-output
LLM-friendly	https://github.com/shadowresearch/auto-geo#llm-friendly
Contributing	https://github.com/shadowresearch/auto-geo#contributing
License	https://github.com/shadowresearch/auto-geo#license
	https://github.com/shadowresearch/auto-geo#quickstart
release	https://github.com/shadowresearch/auto-geo/releases/latest
	https://github.com/shadowresearch/auto-geo#what-is-geo
docs/sop.md	https://github.com/shadowresearch/auto-geo/blob/main/docs/sop.md
	https://github.com/shadowresearch/auto-geo#the-workflow
	https://github.com/shadowresearch/auto-geo#auto-geo-init--set-up-the-system
	https://github.com/shadowresearch/auto-geo#auto-geo-doctor--audit-any-page-for-citation-readiness
docs/doctor.md	https://github.com/shadowresearch/auto-geo/blob/main/docs/doctor.md
	https://github.com/shadowresearch/auto-geo#auto-geo-write--generate-pages-from-queries
GEO SOP	https://github.com/shadowresearch/auto-geo/blob/main/docs/sop.md
docs/write.md	https://github.com/shadowresearch/auto-geo/blob/main/docs/write.md
	https://github.com/shadowresearch/auto-geo#auto-geo-fix--rewrite-a-page-for-citation-readiness
docs/fix.md	https://github.com/shadowresearch/auto-geo/blob/main/docs/fix.md
	https://github.com/shadowresearch/auto-geo#auto-geo-prompts--manage-your-tracked-prompts
	https://github.com/shadowresearch/auto-geo#auto-geo-check--measure-actual-citation-coverage
docs/check.md	https://github.com/shadowresearch/auto-geo/blob/main/docs/check.md
	https://github.com/shadowresearch/auto-geo#auto-geo-history--citation-coverage-over-time
docs/history.md	https://github.com/shadowresearch/auto-geo/blob/main/docs/history.md
	https://github.com/shadowresearch/auto-geo#configuration
	https://github.com/shadowresearch/auto-geo#the-page-architecture
docs/architecture.md	https://github.com/shadowresearch/auto-geo/blob/main/docs/architecture.md
docs/validation.md	https://github.com/shadowresearch/auto-geo/blob/main/docs/validation.md
docs/sop.md	https://github.com/shadowresearch/auto-geo/blob/main/docs/sop.md
	https://github.com/shadowresearch/auto-geo#agent-friendly-output
	https://github.com/shadowresearch/auto-geo#llm-friendly
llms.txt	https://github.com/shadowresearch/auto-geo/blob/main/llms.txt
llmstxt.org	https://llmstxt.org
llms-full.txt	https://github.com/shadowresearch/auto-geo/blob/main/llms-full.txt
shadowresearch.github.io/auto-geo	https://shadowresearch.github.io/auto-geo/
AGENT.md	https://github.com/shadowresearch/auto-geo/blob/main/AGENT.md
	https://github.com/shadowresearch/auto-geo#contributing
CONTRIBUTING.md	https://github.com/shadowresearch/auto-geo/blob/main/CONTRIBUTING.md
Code of Conduct	https://github.com/shadowresearch/auto-geo/blob/main/CODE_OF_CONDUCT.md
Security Policy	https://github.com/shadowresearch/auto-geo/blob/main/SECURITY.md
Changelog	https://github.com/shadowresearch/auto-geo/blob/main/CHANGELOG.md
	https://github.com/shadowresearch/auto-geo#license
MIT	https://github.com/shadowresearch/auto-geo/blob/main/LICENSE
	https://github.com/shadowresearch/auto-geo#about-shadow
shadow.inc	https://www.shadow.inc
shadowresearch.github.io/auto-geo/	https://shadowresearch.github.io/auto-geo/
nodejs	https://github.com/topics/nodejs
cli	https://github.com/topics/cli
npm	https://github.com/topics/npm
marketing	https://github.com/topics/marketing
seo	https://github.com/topics/seo
geo	https://github.com/topics/geo
citations	https://github.com/topics/citations
gemini	https://github.com/topics/gemini
schema-org	https://github.com/topics/schema-org
developer-tools	https://github.com/topics/developer-tools
shadow	https://github.com/topics/shadow
claude	https://github.com/topics/claude
ai-search	https://github.com/topics/ai-search
perplexity	https://github.com/topics/perplexity
aeo	https://github.com/topics/aeo
llm	https://github.com/topics/llm
llmo	https://github.com/topics/llmo
chatgpt	https://github.com/topics/chatgpt
ai-visibility	https://github.com/topics/ai-visibility
generative-engine-optimization	https://github.com/topics/generative-engine-optimization
Readme	https://github.com/shadowresearch/auto-geo#readme-ov-file
MIT license	https://github.com/shadowresearch/auto-geo#MIT-1-ov-file
Code of conduct	https://github.com/shadowresearch/auto-geo#coc-ov-file
Contributing	https://github.com/shadowresearch/auto-geo#contributing-ov-file
Security policy	https://github.com/shadowresearch/auto-geo#security-ov-file
Please reload this page	https://github.com/shadowresearch/auto-geo
Activity	https://github.com/shadowresearch/auto-geo/activity
Custom properties	https://github.com/shadowresearch/auto-geo/custom-properties
0 forks	https://github.com/shadowresearch/auto-geo/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fshadowresearch%2Fauto-geo&report=shadowresearch+%28user%29
Releases 24	https://github.com/shadowresearch/auto-geo/releases
v0.8.4 Latest Jun 10, 2026	https://github.com/shadowresearch/auto-geo/releases/tag/v0.8.4
+ 23 releases	https://github.com/shadowresearch/auto-geo/releases
Packages 0	https://github.com/orgs/shadowresearch/packages?repo_name=auto-geo
Please reload this page	https://github.com/shadowresearch/auto-geo
Contributors	https://github.com/shadowresearch/auto-geo/graphs/contributors
Please reload this page	https://github.com/shadowresearch/auto-geo
TypeScript 99.7%	https://github.com/shadowresearch/auto-geo/search?l=typescript
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.