How visible is your business when homeowners ask AI for general contractor recommendations in Toronto?
Perplexity and ChatGPT pull from many of the same authority signals. The 0 citations in Perplexity below are a strong predictor of 0 citations in ChatGPT for the same general contractor queries in Toronto.
Real ChatGPT queries run April 2026 via OpenAI API. JG Contracting appears in 0 of 0 ChatGPT queries tested.
Real Perplexity queries run April 2026 via sonar-pro API. JG Contracting appears in 0 of 3 Perplexity queries tested.
Google AI Overviews mirror the same competitor pattern seen in ChatGPT and Perplexity. The same authority signals (schema, citations, reviews, structured content) that drive ChatGPT and Perplexity citations also drive Google AI Overview inclusion.
Google AI Overviews now appear above traditional results for many local service queries. They draw from the same trust signals as ChatGPT and Perplexity. Fixing the schema, citation, and content gaps in this audit improves visibility across all three platforms simultaneously.
| Query | Value | ChatGPT | Perplexity | Google AI |
|---|---|---|---|---|
| who are the best general contractor providers in Toronto ON | $50,000-500,000 | N/A | ✗ Not Found | N/A |
| top rated general contractor in Toronto ON | $50,000-500,000 | N/A | ✗ Not Found | N/A |
| general contractor recommendations Toronto ON | $50,000-500,000 | N/A | ✗ Not Found | N/A |
Schema is the structured language that tells AI who you are, what you do, and where you operate.
Without schema, AI treats your website like an unstructured document. Competitors with schema get parsed and cited first.
AI systems like ChatGPT and Perplexity heavily weight third-party validation when deciding who to recommend. The competitors AI is citing typically share three patterns:
You have a real business with real customers in Toronto. AI just doesn't know it yet. The 5-step framework above is how we fix that.
Right now, every general contractor query in Toronto sends customers to your competitors.