Open Source

Tools

Open-source tools and projects built to help marketers and developers navigate AI-driven search.

All tools

Webapp

AI Crawler Checker

Check any site's robots.txt to see which AI crawlers are allowed or blocked, from GPTBot and ClaudeBot to PerplexityBot and Google-Extended.

Webapp

AEO Content Grader

Paste a URL and get an answer-readiness score for AI search, with the exact fixes to get cited by ChatGPT, Perplexity and Google AI Overviews.

Webapp

Content Pipeline Studio

An agency-grade content engine that turns a keyword and a brand config into a fully-researched, on-brand, internally-linked article, grounded in real web data.

Mcp server

Yahoo Finance MCP

A Model Context Protocol server that gives your AI assistant real-time stock quotes, charts, financials, analyst ratings and multi-stock comparisons, from plain language.

Github repo

Grounding Citation Analysis

A reproducible study that decodes Google AI Mode's #:~:text= citation fragments to reveal the exact sentences AI engines quote, across 42,971 citations and 6 platforms.

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