1
Capture
Collect public website content and record access signals such as fetch status, blocks, response time, and usable text volume.
How it works
SemanticRisk turns AI visibility movement into reviewable evidence.
The goal is not to create alarm around every score change. The goal is to identify what a team can inspect: wording, claims, page structure, captured content, and access behaviour.
2
Interpret
Structured model runs extract claims and summarize what can be inferred from the captured public content.
3
Compare
Classify movement so teams can separate content change from extraction drift, stance drift, confidence movement, or pipeline issues.
The public and paid layers
Public exploration
- Sector benchmark
- Reviewed findings
- Current scores and movement
- Limited recent history as company pages launch
Paid monitoring
- Retained history and alerts
- Private/custom domains
- Evidence and claim-level drill-downs
- Exports, reporting, and API access