Start with the product. Go deeper when you need the methodology.
SemanticRisk checks whether AI can find your company, how it describes you, whether it recommends you, and what changes over time.
The six stages in plain English.
- Access & readiness: can crawlers reach the important public evidence?
- AI visibility: does the company appear for relevant buyer questions?
- Interpretation: how do evaluated AI systems understand and describe the company?
- Drift & change: what changed between comparable evidence cycles?
- Assessment & action: what deserves attention next, based on the evidence?
- Unified Report: the supporting evidence, findings, priorities and printable PDF in one customer-facing report.
Start free, buy a review, or subscribe for repeat measurement.
Public Check — $0: a public diagnostic using safely reusable evidence where available.
Comprehensive Review — $200 one time: a reviewed assessment for one company/domain with evidence and prioritized recommendations.
Monitor — $99/month or $990/year: recurring evidence, change detection and alerts for one company/domain.
Compare & Monitor — $199/month or $1,990/year: your company plus up to three competitors under a shared measurement context.
Current commercial model: these four options replace older per-cycle purchasing models. Current terms are always defined by this documentation and the pricing page.
Canonical machine-readable sources.
- llms.txt — concise product, workflow and source guidance.
- llms-full.txt — expanded product, evidence, freshness and measurement guide for machine retrieval.
- claims.json — canonical product claims and measurement boundaries.
- robots.txt — crawler access guidance.
- sitemap.xml — canonical public URL discovery.
- Methodology — how evidence is collected and interpreted.
- Public GitHub reference — public documentation and AI-reference layer.
- GitHub llms.txt — repository-level machine retrieval entry point.
- GitHub documentation index — current product-first documentation map.
Documentation describes the product contract. Authenticated runtime state remains authoritative for a specific account, domain, scan, report or action.
Inspect how the measurement works before buying.
SemanticRisk publishes its category definition, methodology and visibility-evidence pages so visitors can understand the distinctions between access, visibility, interpretation, comparison and change before purchasing deeper analysis.