Interactive AI SEO Developer Tools
Free client-side web applications to build compliant AI search manifests, estimate token consumption, validate structured schema, and optimize your site for autonomous agents.
Google Information Gain Score Calculator
Score draft content against Google Patent US 11,562,019 B2 for empirical data point density, entity novelty, and anti-consensus AI fluff risk.
Entity-Attribute-Value (EAV) Knowledge Graph Builder
Map Central Entity E0, co-occurring secondary entities, and contextual attributes to generate 2026-compliant JSON-LD Knowledge Graph triplets.
Online llms.txt & llms-full.txt Generator
Free interactive web tool to auto-generate standard-compliant llms.txt files for AI crawlers (GPTBot, ClaudeBot, Perplexity).
AI SEO Token & API Cost Comparison Calculator
Interactive slider calculator comparing token execution costs across Claude 3.7 Sonnet, Gemini 2.5 Pro, DeepSeek R1, and local models.
AI SEO IDE & Agent Configuration Generator
Generate production-ready .cursorrules, claude_desktop_config.json, and MCP manifests tailored for Astro, Next.js, and WordPress.
JSON-LD Schema Validator for AI & SEO
Real-time JSON-LD schema syntax analyzer and entity graph validator with live Google Rich Result SERP mockup preview.
SERP Overlap & Cannibalization Calculator
Calculate mathematical Jaccard similarity between two keyword SERPs to prevent keyword cannibalization and plan topical silos.
Make SEO Skills AI a Preferred Source
Keep SEO skill docs highlighted in Google Search and AI Overviews.