How visible is your business when homeowners ask AI for renovations recommendations in Toronto?
Real ChatGPT queries run April 2026 via OpenAI API. CMY Renovations appears in 0 of 3 ChatGPT queries tested.
Real Perplexity queries run April 2026 via sonar-pro API. CMY Renovations 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 |
|---|---|---|---|---|
| best home renovation contractor in Toronto Ontario | $10,000-100,000 | ✗ Not Found | N/A | N/A |
| top home renovation contractor near Toronto Ontario | $10,000-100,000 | ✗ Not Found | N/A | N/A |
| home renovation contractor Toronto Ontario recommendations | $10,000-100,000 | ✗ Not Found | N/A | N/A |
| who are the best home renovation contractor providers in Tor | $10,000-100,000 | N/A | ✗ Not Found | N/A |
| top rated home renovation contractor in Toronto Ontario | $10,000-100,000 | N/A | ✗ Not Found | N/A |
| home renovation contractor recommendations Toronto Ontario | $10,000-100,000 | 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 renovations query in Toronto sends customers to your competitors.