Flame Auto Repair🔓 Unclaimed
AI Trust Index
Composite confidence score for AI inference.
AI can locate your business. Address, phone, website all confirmed.
Some reputation signals. Reviews exist but data is thin.
No structured data. AI can't read your credentials—it has to guess.
"Flame Auto Repair has some AI visibility gaps. When customers ask AI assistants 'who should I hire?', incomplete data means you might not make the answer."
Visibility gaps detected. Structured data would help AI recommend you.
Public Knowledge Graph Entry
| Data Field | Detected Value | Status |
|---|---|---|
| Entity Name | Flame Auto Repair | Detected |
| Physical Address | 2210 Kingston Rd, Scarborough, ON M1N 1T6, Canada | Maps Only |
| Phone Number | +1 416-805-3313 | Mismatch Risk |
| Website URL | http://flameautorepair.ca/ | Active |
| License Signal | NULL / Unstructured | Not Readable |
| Insurance Signal | NULL / Unstructured | Not Readable |
| Schema.org Type | Not Found | Missing |
Note: "Not Readable" does not imply the business is unlicensed or uninsured. It indicates that credential data is not structured in a format that AI agents can autonomously verify.
Digital Surface Scan
1920x1080| 390x844
Visual Site Content Detected
> SWITCHING VIEWPORT [MOBILE]... OK
> ANALYZING DOM STRUCTURE... DONE
> CHECKING JSON-LD... NOT FOUND
> Reason: Insufficient data trust signals.
> Action: Filter out to avoid hallucination.
> Safe Bet: False
Objective Analysis
This is not a judgment of service quality. It is a measurement of data machine-readability. The world is changing—to be visible to AI, your business credentials must be structured and verified.
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