1
Access & readiness
Check reachability, robots.txt, crawler access, sitemap discovery and other public signals that determine whether evidence can be reached.
How it works
From public domain to evidence-backed next action.
SemanticRisk measures whether AI surfaces your company, what specified AI systems say about it, how those representations compare with current public evidence and competitors, and what changes over time. Access, visibility, interpretation, grounding and drift remain distinct so one score cannot hide the reason behind a result.
2
AI visibility
Use controlled buyer questions to measure whether the company appears, which alternatives appear instead and which sources support grounded answers where measured.
3
Interpretation
Record what evaluated AI systems say about the organisation. Where configured, preserve the direct answer before grounded verification, then compare material statements with current authoritative evidence.
4
Drift & change
Compare compatible repeat evidence so representation gaps, content change, capture effects and genuine longitudinal interpretation movement are not treated as the same thing. A first observation is a baseline, not drift.
5
Assessment & action
Rank evidence-backed actions, monitoring priorities and supported advantages only after the required measurement exists. Unsupported evidence is not automatically labelled a hallucination.
6
Unified Report
Bring visibility, interpretation, grounding, comparison, drift, evidence and recommended next actions into one customer-facing report with one printable PDF rendering.
Two-pass evidence
What AI says first, then what current evidence supports.
For configured direct-answer measurements, SemanticRisk records the AI answer without supplying a current web-search tool, then performs a separate grounded verification pass. This measures the observable answer surface without claiming to know a model's hidden training data, retrieval or internal reasoning.
Compare & Monitor
Use one measurement context across your comparison set.
Your company defines the governed market and buyer context. Selected competitors are measured against that same context. Detailed comparison evidence belongs in the Unified Report, with clear Do this, Watch this and supported advantage findings.
Free first
See a useful public finding before deciding to pay.
Any public domain can be checked without proving ownership. The public layer starts with access/readiness and safely reusable evidence. If deeper evidence is needed, the workspace explains the missing stage and what a Unified Report would add.
Choose the depth you need
Start free. Pay for deeper evidence or ongoing monitoring.
The Free Public Check is $0. A Comprehensive Review is $200 one time. Monitor is $99/month or $990/year. Compare & Monitor is $199/month or $1,990/year for your company plus up to three selected competitors. Credits are retained only as historical compatibility records and are not the current public offer.
Diagnostic boundary
Evidence, not a guarantee.
SemanticRisk reports observations based on public content and specified AI evaluation surfaces at a point in time. Results do not guarantee future model behaviour, recommendation placement, search ranking or future AI responses.