Live Detection Feed

AUDIT

THE PHANTOM.

Your org exists. AI doesn’t always know it. We keep score.

Platform Tools

SIX INSTRUMENTS.
ONE MISSION.

Every tool runs real AI calls - no simulated data, no fake scores. Everything is live.

01

Query Engine

Run student queries. Detect hallucinations. Score risk across 4 AI platforms in real time.

Open Tool →
02

Audit Tool

Get a full AiEO Visibility Score for any Canadian organization across 6 dimensions.

Open Tool →
03

Multi-Platform

Run the same query across Claude, Perplexity, Gemini, and ChatGPT simultaneously. Compare accuracy side by side.

Open Tool →
04

Hallucination Registry

Submit, browse, and classify documented AI hallucinations about Canadian opportunities.

Open Tool →
05

Equity Map

Explore the 54-point gap in AI visibility between Indigenous communities and major urban ecosystems.

Open Tool →
06

AiEO Guide

Generate schema markup, directory submissions, and content tactics to fix your AI footprint.

Open Tool →
The Research

WHAT WE FOUND.

We tested ChatGPT (GPT-4o), Google Gemini, Perplexity AI, and Claude across 5 student queries targeting niche Canadian ecosystems: Windsor EV, Waterloo deep tech, Halifax ocean/biotech, Indigenous-led tech, and Toronto's Black entrepreneur ecosystem.

Every response was cross-referenced against official sources: company websites, LinkedIn, government databases, Crunchbase, and regional accelerator directories.

Accuracy (Y) vs. Confidence (X)Research 2026
252550507575100100DANGER ZONEACCURACY %CONFIDENCE %GeminiChatGPTPerplexityClaude