Trace
A real-time platform that audits, scores, and fixes how AI systems represent Canadian organisations. Built for the AiEO Visibility Challenge. Every tool makes live API calls.
Landing page: Audit the Phantom
Audit tool with AiEO visibility score and dimension breakdown
AiEO implementation guide with live JSON-LD schema generation
PLATFORM TOOLS
Query Engine
Fires live queries against AI platforms and returns structured responses with confidence scores.
Hallucination Registry
Logs and categorises detected hallucinations with severity ratings and reproducibility data.
Multi-Platform Comparator
Side by side comparison across Claude, Gemini, GPT-4o, and Perplexity on the same query.
Equity Map
Visualises representation gaps for Canadian organisations across AI knowledge bases.
Audit Scorer
Computes an AiEO score, a composite metric of accuracy, coverage, and freshness.
AiEO Guide
Implementation playbook for orgs to improve how AI systems represent them.
Challenge
AiEO Visibility Challenge. Help Canadian orgs understand and improve how AI systems represent them.
Stack
Next.js, TypeScript, Claude API, Gemini API, GPT-4o, Perplexity API, Tailwind CSS
Key insight
AI representation gaps are measurable. By standardising queries and scoring methodology, organisations can track and close visibility deficits.