Catalog/SEO & AEO/aeo-ai-readiness
SCAN-ID: AEO-AI-READINESSREVISION 2026.4
SEO & AEOCVSS 5.8 (MEDIUM)

AEO & AI Search Readiness Scanner

Audit Schema.org JSON-LD entity graphs, knowledge graph connections, and AI crawler permissions (GPTBot, ClaudeBot, Perplexity).

Technical Scope & Verification Behavior

Verifies structured data syntax (Organization, Product, FAQPage, Article), checks robots.txt for AI agent access rules, and analyzes entity clarity for citation in ChatGPT, Perplexity, and Google AI Overviews.

Automated Inspection Checks (14)
Passive URL parameter fuzzing
Non-destructive boundary tests
Header & cookie flag assertions
Differential latency timing

Proof of Concept (PoC) Vector

Canonical test payload dispatched during security surface audits.

robots.txt blocks GPTBot and ClaudeBot / Missing Organization JSON-LD

Probe Execution Simulator

Watch the probe engine test this signature in an isolated sandbox.

probe-runner (isolated ephemeral container)
Click 'Simulate Check' to watch the headless audit engine test this vector.

Remediation Patch

AI Crawler Robots & JSON-LD Setup

patch.diff (text)
--- a/handler.text (Vulnerable)
# robots.txt blocking AI engines
User-agent: GPTBot
Disallow: /
+++ b/handler.text (Remediated)
User-agent: GPTBot
Allow: /

User-agent: ClaudeBot
Allow: /

User-agent: PerplexityBot
Allow: /

Explicitly permit leading AI discovery crawlers in robots.txt and publish structured Schema.org entity metadata to maximize AI citation.

AI Agent Prompt (Cursor · Claude · Copilot)

Copy and paste into your editor to refactor this issue automatically.

"Allow GPTBot and PerplexityBot in robots.txt and embed structured Organization and Product JSON-LD scripts in the root layout."

Run Isolated Check

Test your public domain specifically for AEO & AI Search Readiness Scanner.

100% passive • No server load

Specification Details

CVSS Score
5.8 / 10.0
Severity Level
MEDIUM
Category
SEO & AEO
Test Vectors
14 automated
Execution SLA
< 2.5 seconds
False Positive Defense
Strict assertion
Related Standards
#AEO#AI Search#JSON-LD#Perplexity#ChatGPT

Run continuous monitoring for AEO & AI Search Readiness Scanner

Audit your site across all 41 vectors automatically on every deploy.

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