Interactive Sample Report • Toronto, ON, Canada
Public AI Visibility Report
Northstar Dental Care
AI Model View
Combined visibility and intelligence across all evaluated AI engines (ChatGPT + Gemini)
AI READINESS SCORE
55/100
Website data completeness index (0–100)
AI Mention Visibility
3/8
In 38% of target queries (3/8)
Direct AI Recommendations
1/8
Recommended in 13% of queries (1/8)
Unique Competitors Identified
5
5 unique businesses in market
Mentioned (38%) · Recommended (13%)Tested across 8 target queries (2 models: 16 answers) in Toronto
Northstar Dental Care is cited in 3 of 8 target queries, and recommended in 1
Your business is mentioned across 3 of 8 tested target queries, with a direct recommendation detected in 1. In the remaining queries the company was omitted in favor of other market entries. Review the detailed AI answers to compare the context of each search.
Executive Metrics Guide: How to Read This AuditMethodology
Understand how readiness scores, visibility rates, recommendations, and competitor stats are calculated
AI Readiness Score (0–100) vs Recommendation
Measures how thoroughly your website data is structured for AI crawlers (Schema.org, contacts, physical location, service pages). A high score reflects machine readability, NOT a guaranteed top placement or recommendation probability.
⚠ Not a probability of recommendation
Mention Visibility vs Direct Recommendation
A mention means AI is aware of your brand (found in web directories or listed among alternatives). A direct recommendation means AI actively advised the user to choose your service. The goal of optimization is converting neutral mentions into active recommendations.
✓ Goal: turn mentions into recommendations
Fair Calculation Basis & Denominator Integrity
All rates and percentages are calculated strictly from successfully completed queries. Any queries interrupted by network or API timeouts are excluded from denominators to avoid artificially deflating visibility scores.
✓ Exact denominator integrity
Competitor Intelligence: Unique Companies vs Query Share
The "Unique Competitors" metric counts the exact number of distinct market players (e.g. 7 companies). The query share ("in X of Y queries") reflects how consistently a specific competitor captures user attention.
ℹ Entity-deduplicated counts
What the Result Does NOT MeanA lower readiness score or lack of mentions does not reflect real-world business quality. It only signals a lack of verified machine-readable signals for AI models compared to market alternatives.
Model Comparison: ChatGPT vs Google Gemini
Independent search and visibility results across identical commercial queries
OpenAI ChatGPT
8/8 queriesMention Rate
25%
Rec. Rate
13%
Competitors
5
Google Gemini
8/8 queriesMention Rate
38%
Rec. Rate
0%
Competitors
5
Confirmed Model Divergence & Overlap:
- Shared Competitors (both models): Toronto Metro Dental Arts, Bloor West Dental Collective, Yorkville Family Smile Studio, Queen Street Dental Clinic, Toronto Oral & Maxillofacial Centre.
What AI Says About Northstar Dental Care
Exact quotes and context extracted from AI responses
“best emergency dentist downtown toronto open late”ChatGPT
“...Provides comprehensive general and urgent dental services during standard and early evening hours, though walk-in weekend availability requires prior phone confirmation....”
“best emergency dentist downtown toronto open late”Google Gemini
“...Offers emergency triage and restorative care for existing and new patients, though emergency intake protocols outside business hours are not explicitly listed in machine-readable schedule feeds....”
“porcelain dental veneers cost and specialists in toronto”ChatGPT
“...Recommended choice in Downtown Toronto. Dr. Elena Vance and team specialize in digital smile design, minimal-prep porcelain veneers, and publish a comprehensive cosmetic dentistry breakdown....”
“porcelain dental veneers cost and specialists in toronto”Google Gemini
“...Offers digital smile previews and porcelain veneer restorations in the downtown core. Note: Specific starting price ranges are discussed during consultation rather than displayed in a publicly indexed fee guide....”
“invisalign clear aligners provider financial district toronto”Google Gemini
“...Offers clear orthodontic aligners and digital impression scans for adult patients on King Street West....”
Where You Appear (5)
“best emergency dentist downtown toronto open late”Commercial Search
Mentioned in AI response (not directly recommended)
“best emergency dentist downtown toronto open late”Commercial Search
Mentioned in AI response (not directly recommended)
“porcelain dental veneers cost and specialists in toronto”Commercial Search
Direct AI recommendation
“porcelain dental veneers cost and specialists in toronto”Commercial Search
Mentioned in AI response (not directly recommended)
“invisalign clear aligners provider financial district toronto”Commercial Search
Mentioned in AI response (not directly recommended)
Where You Do Not Appear (11)
“invisalign clear aligners provider financial district toronto”
AI recommended instead: Toronto Metro Dental Arts, Bloor West Dental Collective
“wisdom teeth removal sedation dentist toronto reviews”
AI recommended instead: Bloor West Dental Collective, Toronto Metro Dental Arts
“wisdom teeth removal sedation dentist toronto reviews”
AI recommended instead: Bloor West Dental Collective, Yorkville Family Smile Studio
“family pediatric dentist toronto accepted insurance”
AI recommended instead: Yorkville Family Smile Studio, Queen Street Dental Clinic
“family pediatric dentist toronto accepted insurance”
AI recommended instead: Yorkville Family Smile Studio, Bloor West Dental Collective
“routine dental hygiene cleaning exam pricing toronto”
AI recommended instead: Queen Street Dental Clinic, Toronto Metro Dental Arts
“routine dental hygiene cleaning exam pricing toronto”
AI recommended instead: Queen Street Dental Clinic, Bloor West Dental Collective
“teeth whitening clinic near union station toronto”
AI recommended instead: Toronto Metro Dental Arts, Queen Street Dental Clinic
“teeth whitening clinic near union station toronto”
AI recommended instead: Toronto Metro Dental Arts, Bloor West Dental Collective
“dental implants full mouth restoration downtown toronto”
AI recommended instead: Toronto Oral & Maxillofacial Centre, Queen Street Dental Clinic
“dental implants full mouth restoration downtown toronto”
AI recommended instead: Toronto Oral & Maxillofacial Centre, Bloor West Dental Collective
Alternative Providers in AI Answers
Businesses cited by AI models across tested searches
Key Diagnostic Findings
Top observations derived from website crawl and live AI tests
1
Visibility: 38% • Direct Recommendations: 13%
Your business was cited in 3 of 8 commercial queries tested (38%), and directly recommended in 1 (13%).
2
Primary Rival: Bloor West Dental Collective
Captured mentions/recommendations in 10 of 8 tested queries (125% of tested searches).
3
Structured Machine Readability
No Schema.org structured data was found. AI crawlers must guess your address, hours, and services from plain text.
4
Website Information Availability
Key pages detected: Services, Contact, About, Team, Doctors. Missing explicit pricing often causes AI to recommend competitors with transparent rates.
5
Third-Party Citations: 3 Sources Consulted
AI models rely on independent directories and review platforms to select who to recommend. Ensuring uniform citations across local platforms is vital.
What to Fix First
Top prioritized tasks from your structured Action Plan
MEDIUM
Highlight emergency dental triage and after-hours availability
Action: Highlight emergency evening triage procedures on the contact page and Google Business Profile.
Why it matters: In time-sensitive emergency queries, AI models prioritize clinics displaying explicit walk-in or late-night availability.
HIGH
Publish transparent ODA fee schedule and insurance direct billing details
Action: Publish an informational billing page outlining Ontario Dental Association fee guidance and insurance provider assignment.
Why it matters: In Toronto queries regarding routine dental cleanings and pediatric care, AI models frequently reference clinics that state insurance assignment policies and ODA fee schedules.
HIGH
No Schema.org DentalClinic structured data found
Action: Embed DentalClinic JSON-LD structured data on clinic pages declaring medical specialties, coordinates, and emergency hours.
Why it matters: Search engine crawlers and AI aggregators parse structured JSON-LD to verify physical addresses, opening hours, and accepted insurance. Without structured data, AI models rely solely on unstructured crawl snippets.
What to Do After the Audit
A systematic 4-step roadmap to put your AI Visibility audit results into practice
1. Review Key Findings
Understand which commercial queries omit your business and why AI currently favors competitors.
2. Execute the "Start Here" Action Plan
Complete foundational tasks first: establish exact local contact details, opening hours, and clear service definitions.
3. Verify Implementation
Use Schema validator or live web inspection to ensure structured data and text content are accessible to crawlers.
4. Run a Re-Audit (30–90 Days)
AI crawlers and knowledge bases take 30 to 90 days to refresh citations. Re-auditing compares observed results at different points in time to verify improved visibility.
Note: A Re-Audit compares observed results across time. Changes to your website significantly improve machine understanding, but cannot guarantee that AI models will immediately change their answers.