Prepare Your Content for the AI-Agent Era
Search engines and AI agents consume structured data differently than traditional crawlers. ValidGraph’s AI Readiness Score (0-100) evaluates identity anchors, semantic richness, cross-linking, temporal context, and more — so you know you’re ready.
Why Most Structured Data Fails the AI Test
Schema validation is not the same as AI readiness. Here’s where most sites fall short.
AI Agents Ignore Incomplete Schema
Google’s AI Overview, Bing Copilot, and NLWeb agents need rich, interconnected data. Basic schema with 8 properties gets skipped entirely.
No Visibility Into AI Readiness
Traditional validators check if schema is valid. They don’t tell you if it’s usable by AI agents. That’s a completely different bar.
Competitors Are Already Optimizing
Early movers who prepare their structured data for AI consumption get preferred placement in knowledge graphs and AI-generated answers.
How It Works
Four steps from URL to actionable roadmap.
Step 1
Submit Your URL
ValidGraph extracts all structured data and analyzes it through an AI lens.
Step 2
Get Your AI Readiness Score (0-100)
Scored across 6 weighted factors that determine how well AI agents can consume your data.
Step 3
See Factor-by-Factor Breakdown
Identity Anchors (20%), Semantic Richness (25%), Cross-Linking (20%), Temporal Context (10%), Actionability (15%), Machine Context (10%).
Step 4
Get Improvement Recommendations
Prioritized by impact. Know exactly which changes move your score the most.
Six AI Readiness Factors
Your score is not a single number. It’s a diagnostic across every dimension that matters to AI agents.
Six-Factor Analysis
Not a single number. See exactly where you’re strong and where AI agents will struggle with your data.
Competitive Benchmarking
Score your competitors. See the gap. Use data to justify schema investments to stakeholders.
Actionable Roadmap
Prioritized recommendations. Average improvement: 52 to 78 in 6-8 weeks with approximately 5 hours of work.
Tier Availability
AI Readiness features are available on Agency and Enterprise plans.
| Feature | Free | Pro | Agency | Enterprise |
|---|---|---|---|---|
| AI Readiness Score | — | — | Yes | Yes |
| Factor breakdown | — | — | Yes | Yes |
| Competitor benchmarking | — | — | Yes | Yes |
| NLWeb Readiness Check | — | — | Yes | Yes |
| AI Entity Graph Analyzer | — | — | — | Yes |
| NLWeb Certificate | — | — | — | Yes |
Related Features
- NLWeb Certificate — Earn a verifiable AI-ready structured data badge.
- Entity Graph — Visualize how your entities connect across pages.
- Completeness Scoring — Measure how complete your schema markup is.
Ready to Go AI-Ready?
Calculate your AI Readiness Score free. See your gap vs. competitors. Get a plan to improve.