05 / Diagnostic Suite / SEO & AEO
Evaluates whether AI answer engines — ChatGPT, Claude, Perplexity, and Google AI Overviews — can crawl, parse, and cite your brand.
PROPRIETARY DIAGNOSTIC ENGINE
Bear Vector™ Generative Search Telemetry
Theoretical Threat Model & Compliance Bounds
Regulatory & Compliance Liability Impact
AI Answer Engine Citation & Visibility
Attack Vector & Structural Vulnerability Analysis
Blocking AI crawlers in robots.txt or failing to provide machine-readable context excludes your brand from AI search answers.
Non-Intrusive Diagnostic Verification Protocol
Evaluates robots.txt for AI crawler allow rules (GPTBot, ClaudeBot, PerplexityBot) and checks for spec-compliant /llms.txt.
Taxonomy Classification
SEO & AEO · Enterprise Diagnostic Module
Enterprise Remediation Directive
Explicitly allow AI search crawlers in robots.txt and deploy an /llms.txt knowledge base directory at the site root.
Standard Best-Practice Reference Blueprint
# robots.txt User-agent: GPTBot Allow: / User-agent: ClaudeBot Allow: /
48-HOUR PRODUCTION HARDENING SPRINT
Need Bear Systems Principal Engineers to remediate this vulnerability directly in your production repository?
Our senior engineering team audits your codebase, configures strict CSP nonces, hardens DNS authentication, eliminates bundle leaks, and submits a clean Pull Request with 100/100 compliance guaranteed.