LLMs build brand perception from your public infrastructure — structured data, claims, certificates, link topology. If you don't define it, they will. INFRA shows you exactly what they see.
Scanned Mar 16, 2026 · 20 pages analyzed
Type your website URL and business email. We verify ownership via a one-time code.
Our engine scans public pages, extracts structural signals, and runs deterministic scoring.
Representation Health Score with component breakdown, critical signals, and risk insights.
Are your brand claims backed by evidence? Unsupported superlatives and unverified statistics erode trust in LLM outputs.
JSON-LD, Organization schema, Product schema — the machine-readable signals that LLMs prioritize over plain text.
Detected certifications cross-checked for verifiable IDs. "ISO certified" without a certificate number is noise to AI systems.
Link topology and page depth. Deep-buried pages are invisible to crawlers — and to the AI models that depend on them.
Pages with no internal links pointing to them. Orphaned content fragments your brand representation across AI systems.
INFRA is building the category. We're in public beta — free diagnostics are available now. Be among the first to audit how AI perceives your brand.
One scan. Real signals. No hallucinations — just infrastructure math.
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