AI Visibility Audit
Rose Hill Design Build
How visible is your business when clients ask AI for luxury design-build and commercial construction recommendations in the GTA?
Prepared by Online Optimisers
•
April 2026
•
Mississauga, ON
Audit Overview
Key Findings at a Glance
20/100
AI Visibility Score
0/9
AI Queries Cited
15+
Competitors Cited
$500K+
Est. Lost Rev / Year
Critical finding: Your website is a modern Next.js site that looks visually stunning but has only ~4 pages. Meanwhile, your old site pages (testimonials.html, services.html, about-us.html, portfolio.html, blog.html) are still indexed by Google, splitting your domain authority across two competing versions of your website.
What This Audit Covers
1
Market Landscape - why AI search changes everything
2
ChatGPT Results - who AI recommends instead of you
3
Perplexity Results - second AI platform check
4
Google AI Overviews - Google's AI answer layer
5
Competitor Analysis - who is winning and why
6
SEO, Schema, Reviews - technical foundation gaps
7
Roadmap and Pricing - the path to visibility
The Search Landscape Is Changing
The Shift Is Happening
Search Market Share Today
88%
Google
Google 88%
Bing 4%
ChatGPT 3%
Perplexity 1.5%
Projected: Where Search Is Heading
2026 (Now)Google: 88%
Google
2028Google: ~75%
Google
AI Search
2031Google: ~60%
Google
AI Search 35%
The trend is clear. Google is losing market share to AI search every quarter. Businesses not visible in AI answers will lose customers to those who are.
Property developers, retail brands, and commercial clients are already asking AI for design-build recommendations in the GTA. If you are not in these answers, firms like Abeco Group and Partex are getting those calls instead.
Audit Overview
What This Audit Covers
Every result below is live data pulled from 9 sources. You can verify any of it yourself.
AI Search Visibility
9 real queries tested on ChatGPT, Perplexity, and Google AI Overviews. Who does AI recommend for luxury design-build in the Greater Toronto Area?
SEO Foundation
Website technology analysis, domain authority, and on-page technical health. Why your stunning Next.js site with only ~4 pages is limiting your search visibility.
Entity and Trust Signals
Schema markup, Google Maps listing, directory presence, and review analysis. The signals AI uses to verify a business is real and worth recommending.
How to read this audit: Every data point is pulled from live sources - not estimates. The competitor names, review counts, and rankings are all real. You can verify any query yourself by copying it into ChatGPT or Perplexity right now.
ChatGPT Audit • Real Searches • April 2026
What ChatGPT Says When Someone Asks for a Design-Build Firm
CHATGPT
Query: "best luxury retail design build firm Toronto"
Here are some of the top luxury retail design-build firms in Toronto:
1. Abeco Group - Specializes in luxury retail environments, hospitality, and commercial interiors.
2. Acadia Design Consultants - High-end retail and commercial design firm.
3. dkstudio - Boutique design studio focused on luxury retail spaces.
4. G.L. Smith Planning & Design - Retail and commercial planning specialists.
5. Vertex Group - Full-service construction and design-build.
Rose Hill Design Build - not mentioned.
1. Abeco Group - Specializes in luxury retail environments, hospitality, and commercial interiors.
2. Acadia Design Consultants - High-end retail and commercial design firm.
3. dkstudio - Boutique design studio focused on luxury retail spaces.
4. G.L. Smith Planning & Design - Retail and commercial planning specialists.
5. Vertex Group - Full-service construction and design-build.
Rose Hill Design Build - not mentioned.
✗ NOT FOUND
CHATGPT
Query: "top commercial construction company Mississauga Ontario"
Here are top commercial construction companies in Mississauga, Ontario:
1. HKC Construction - General contractor serving Mississauga and GTA.
2. BUILD IT - Branded retail destinations and commercial builds.
3. PCL Construction - Major national general contractor.
4. Clark Construction Management - Commercial and institutional projects.
5. Nouh General Contracting - Mississauga-based general contractor.
Rose Hill Design Build - not mentioned.
1. HKC Construction - General contractor serving Mississauga and GTA.
2. BUILD IT - Branded retail destinations and commercial builds.
3. PCL Construction - Major national general contractor.
4. Clark Construction Management - Commercial and institutional projects.
5. Nouh General Contracting - Mississauga-based general contractor.
Rose Hill Design Build - not mentioned.
✗ NOT FOUND
CHATGPT
Query: "design build contractor Greater Toronto Area recommendations"
Here are recommended design-build contractors in the Greater Toronto Area:
1. Partex Design Build - 44 years experience, commercial and retail.
2. Aria Build - Full-service design-build, GTA focus.
3. NovaCon Construction - Commercial construction and project management.
4. Grand Design Build - Residential and commercial design-build.
5. Heidan Construction - GTA commercial general contractor.
Rose Hill Design Build - not mentioned.
(Rose Hill has 20+ years and 150+ projects but is invisible to AI)
1. Partex Design Build - 44 years experience, commercial and retail.
2. Aria Build - Full-service design-build, GTA focus.
3. NovaCon Construction - Commercial construction and project management.
4. Grand Design Build - Residential and commercial design-build.
5. Heidan Construction - GTA commercial general contractor.
Rose Hill Design Build - not mentioned.
(Rose Hill has 20+ years and 150+ projects but is invisible to AI)
✗ NOT FOUND
Real queries tested April 2026. Rose Hill Design Build was not recommended in any of these searches.
Perplexity Results
What Perplexity Recommends - Your Competitors, Not You
PERPLEXITY
Query: "who are the best luxury retail construction firms in Toronto"
1. Abeco Group - Leading luxury retail construction and interiors firm.
2. Acadia Design Consultants - High-end retail design specialists.
3. dkstudio - Boutique luxury retail design studio.
4. Dexign Matter Studio - Commercial and retail design expertise.
5. G.L. Smith Planning & Design - Retail planning and construction.
Rose Hill Design Build - not mentioned.
2. Acadia Design Consultants - High-end retail design specialists.
3. dkstudio - Boutique luxury retail design studio.
4. Dexign Matter Studio - Commercial and retail design expertise.
5. G.L. Smith Planning & Design - Retail planning and construction.
Rose Hill Design Build - not mentioned.
✗ NOT CITED
PERPLEXITY
Query: "top rated commercial general contractor Mississauga Ontario"
1. HKC Construction - General contractor, Mississauga and GTA.
2. BUILD IT - Retail and commercial construction specialist.
3. PCL Construction - National general contractor with GTA office.
4. Bird Construction - Major Canadian commercial builder.
Rose Hill Design Build - not mentioned.
(Rose Hill is based in Mississauga with 150+ completed projects but has zero AI presence)
2. BUILD IT - Retail and commercial construction specialist.
3. PCL Construction - National general contractor with GTA office.
4. Bird Construction - Major Canadian commercial builder.
Rose Hill Design Build - not mentioned.
(Rose Hill is based in Mississauga with 150+ completed projects but has zero AI presence)
✗ NOT CITED
PERPLEXITY
Query: "design build firm GTA recommendations luxury commercial"
1. Partex Design Build - 44 years in GTA, commercial specialist.
2. Aria Build - Design-build, GTA commercial focus.
3. Grand Design Build - Residential and commercial design-build.
4. MBC Homes - Custom luxury builds, GTA.
Rose Hill Design Build - not mentioned.
2. Aria Build - Design-build, GTA commercial focus.
3. Grand Design Build - Residential and commercial design-build.
4. MBC Homes - Custom luxury builds, GTA.
Rose Hill Design Build - not mentioned.
✗ NOT CITED
Real Perplexity queries run April 2026. Your competitors dominate every result.
Google AI Overviews • Live Results • April 2026
What Google AI Overviews Show for Design-Build
GOOGLE AIO
Query: "commercial construction company Mississauga"
AIO TRIGGERED
Google AI Overview recommends:
1. HKC Construction - Top result, Mississauga commercial specialist.
2. BUILD IT - Branded retail and commercial construction.
3. PCL Construction - National general contractor with GTA operations.
Rose Hill Design Build - not cited.
Google AI Overview recommends:
1. HKC Construction - Top result, Mississauga commercial specialist.
2. BUILD IT - Branded retail and commercial construction.
3. PCL Construction - National general contractor with GTA operations.
Rose Hill Design Build - not cited.
✗ NOT CITED
GOOGLE AIO
2 out of 3 queries tested:
NO AIO TRIGGERED
The following queries did not generate an AI Overview:
"luxury retail design build Toronto"
"design build contractor GTA"
Niche design-build queries are not yet triggering AI Overviews, but this will change as Google expands AIO coverage into more commercial categories.
The following queries did not generate an AI Overview:
"luxury retail design build Toronto"
"design build contractor GTA"
Niche design-build queries are not yet triggering AI Overviews, but this will change as Google expands AIO coverage into more commercial categories.
GOOGLE AIO
What This Means
Only 33% of design-build queries trigger AI Overviews today.
Google is rapidly expanding AIO coverage. When these queries start triggering AI Overviews, the businesses with strong entity signals will dominate.
Top organic results across all queries:
HKC Construction, BUILD IT, PCL Construction, Partex Design Build, Abeco Group, Bird Construction
Rose Hill Design Build: not in top 10 for any query.
Google is rapidly expanding AIO coverage. When these queries start triggering AI Overviews, the businesses with strong entity signals will dominate.
Top organic results across all queries:
HKC Construction, BUILD IT, PCL Construction, Partex Design Build, Abeco Group, Bird Construction
Rose Hill Design Build: not in top 10 for any query.
✗ NOT RANKED
Google AI Overviews are expanding rapidly. Rose Hill Design Build has zero presence in the queries that did trigger an AIO.
Full Keyword Audit • 9 Queries Tested • 3 Platforms
Full AI Search Tracker
9 queries tested across 3 AI platforms - 0 citations found
| Query | Value | ChatGPT | Perplexity | Google AIO |
|---|---|---|---|---|
| best luxury retail design build firm Toronto | $200K-500K/proj | ✗ Not Found | ✗ Not Found | No AIO |
| top commercial construction company Mississauga Ontario | $100K-500K/proj | ✗ Not Found | ✗ Not Found | ✗ Not Cited |
| design build contractor Greater Toronto Area recommendations | $150K-400K/proj | ✗ Not Found | ✗ Not Found | No AIO |
| luxury retail construction firms Toronto | $200K-1M/proj | ✗ Not Found | ✗ Not Found | No AIO |
| commercial general contractor Mississauga Ontario | $100K-500K/proj | ✗ Not Found | ✗ Not Found | ✗ Not Cited |
| design build firm GTA luxury commercial | $150K-500K/proj | ✗ Not Found | ✗ Not Found | No AIO |
| pre-construction services Toronto contractor | $50K-200K/proj | ✗ Not Found | ✗ Not Found | No AIO |
| branding and design activation construction Toronto | $100K-500K/proj | ✗ Not Found | ✗ Not Found | No AIO |
| residential construction company Mississauga | $100K-300K/proj | ✗ Not Found | ✗ Not Found | No AIO |
0/9
ChatGPT
0/9
Perplexity
0/9
Google AIO
0%
Overall
Competitor Comparison
Who AI Is Recommending Instead of You
Most Cited
Abeco Group
abecogroup.ca
4/9
Queries Found
Retail
Specialist
GTA
Service Area
Top
AIO Cited
Luxury retail specialist • Strong online entity signals
Mississauga Leader
HKC Construction
hkcconstruction.com
3/9
Queries Found
Commercial
Focus
GTA
Based
High
Domain Auth
Mississauga commercial general contractor • Strong SEO
44 Years Experience
Partex Design Build
partexdesignbuild.com
2/9
Queries Found
Design
Build Focus
44
Years Active
GTA
Service Area
44 years in GTA • Commercial and retail design-build
You
Rose Hill Design Build
rosehilldesignbuild.com
0/9
Queries Found
20+
Years Exp
150+
Projects Done
4.6
Star Rating
20+ years, 150+ projects, luxury retail niche • Zero AI visibility
Partex Design Build has been in the GTA for 44 years and shows up in 2/9 queries. Rose Hill Design Build has 20+ years and 150+ projects with zero AI citations. Abeco Group leads with 4/9 citations purely through better online entity signals.
What This Is Costing You
Your Invisible Online Presence Is Bleeding Revenue Every Day
- Stunning Website, Almost No Content. Your Next.js site is visually impressive but has only ~4 pages. Meanwhile, old site pages (testimonials.html, services.html, about-us.html) are still indexed, splitting your domain authority between two versions of your website.
- 20+ Years of Luxury Projects Are Invisible to AI. 150+ completed projects across retail, commercial, and residential. Clients like Britwin Dias and Lisa Lama praise Angelo by name. But AI cannot recommend what it cannot find.
- Missing From Every Major Directory. Not on BBB, Yelp, TrustedPros, or Houzz (unverified). Your Google Maps listing at 4.6 stars is your strongest signal, but it is not enough on its own. Every missing directory is a missed trust signal for AI.
- Schema Exists But Is Incomplete. You have LocalBusiness and Organization schema, which is a start. But FAQ, Person (for Angelo), Service, HowTo, and Review/AggregateRating schema are all missing. AI needs structured data to understand and cite your services.
$250K+
Avg Luxury Project Value
$500K-$1M
Estimated Annual Revenue Gap
2-4 AI-Sourced Leads Lost Per Year
At $250K+ per project, even 2 missed leads represent over half a million in lost revenue annually.
Your SEO Foundation
The Technical Gaps Behind Your Invisibility
Abeco Group
4/9 queries • Retail specialist
HKC Construction
3/9 queries • Mississauga commercial
BUILD IT
3/9 queries • Branded retail
Rose Hill (You)
0/9 queries • 20+ years
~4 Pages
Website Content
Modern Next.js site with beautiful visuals, but only about 4 pages of content. Your old site pages are still indexed by Google, creating duplicate content and splitting authority.
Partial
Schema Markup
LocalBusiness and Organization schema found. But no FAQ, Service, Person, HowTo, or Review schema. AI has only a basic understanding of your business identity.
0
Blog / FAQ Pages
No blog, no FAQ section, no dedicated service pages, no location pages. With 7+ service lines and 20+ years of expertise, there is nothing for AI to index and cite.
The core problem: You have 20+ years of luxury design-build expertise and 150+ completed projects. But your website has almost no indexable content, and your old site pages are still competing with your new site in Google. The fix requires content expansion and proper redirects.
Entity & Schema Gaps
AI Cannot Recommend What It Cannot Structure
Schema Markup Scorecard
Score: 6/20
LocalBusiness✓ FOUND
Organization✓ FOUND
Service Schema✗ MISSING
FAQ Schema✗ MISSING
Person Schema (Angelo)✗ MISSING
Review / AggregateRating✗ MISSING
HowTo Schema✗ MISSING
You have the basics (LocalBusiness + Organization), which is better than many competitors. But without Service, FAQ, Person, and Review schema, AI cannot understand what you do, who leads the company, or how trusted you are.
Directory & Knowledge Presence
Score: 10/30
Google Maps✓ 4.6 Stars (General Contractor)
Apple Maps✗ NOT VERIFIED
BBB✗ NOT LISTED
Yelp✗ NOT LISTED
Houzz~ Not Verified
TrustedPros✗ NOT LISTED
HomeStars✗ NOT LISTED
YellowPages.ca✗ NOT LISTED
Google Maps listing is your strongest asset at 4.6 stars. But you are missing from every major Canadian construction and service directory that AI uses as trusted sources.
10/30
KG Presence
6/20
Schema
4/25
Content
0/25
AI Citations
Review Intelligence
Strong Testimonials, Not Leveraged for AI
Review Comparison: GTA Design-Build Market
Rose Hill (You)
Google 4.6 stars + 3 site testimonials
HKC Construction
Multiple platforms, strong review count
Partex Design Build
44 years, established reviews
BUILD IT
Branded retail, multiple directories
Abeco Group
Retail specialist, niche directories
Your testimonials are highly personal and specific. Clients mention Angelo by name, reference specific projects, and express genuine satisfaction. That kind of detail is exactly what AI wants to cite. The problem is that these testimonials are trapped on your website with no schema markup.
What Your Reviews Are Missing
- ▶Only 3 testimonials on website - Britwin Dias, Lisa Lama, Bill D. - all mention Angelo personally
- ▶No AggregateRating schema - Google rich snippets and AI cannot parse your rating programmatically
- ▶Not on BBB, Yelp, TrustedPros, or HomeStars - the directories AI trusts most for Canadian contractors
- ▶Houzz profile not verified - a major platform for design-build and renovation companies in Canada
Action: Add Review schema to existing testimonials. Claim and verify Houzz, HomeStars, BBB, TrustedPros, and Yelp profiles. Build review volume on Google Maps. Your testimonials already have the personal detail AI loves, they just need to be structured and amplified.
Proof - Same System, Different Industry
Our Client Ranks #1 in ChatGPT
#1 RESULT
Real ChatGPT screenshot. Our client appears first, with photos.
Advanced Center for Cosmetic Dentistry
St. Petersburg, FL - Cosmetic & Restorative Dentistry
#1
ChatGPT Ranking
193%
Traffic Increase
5
Months
What we built for them
- Entity signal building across all major directories
- FAQ + Service schema on every service page
- AI-trusted citation building
- Location-specific content targeting
- Google Maps optimization + ongoing monthly work
Rose Hill's advantage: You already have 20+ years of experience, 150+ completed projects, and clients who praise Angelo by name. Once AI can find and structure that information, those credentials become the most powerful trust signals in the GTA design-build market.
Case Study: Methodology Proof
The Framework Works Across Industries
3 Clients Now Ranking #1 in ChatGPT
Dentist, Moving Company, Moving Company - Different industries, same framework
3
Clients at #1
100%
Success Rate
3-5
Months to #1
Different industries, different markets, same 5-step framework producing the same outcome. Luxury design-build is next.
The 5-Step Framework
1AI Visibility Audit - find the gaps (where you are now)
2Entity & Schema Foundation - make AI understand you
3Content Optimization - give AI something to cite
4Citation Building - appear in AI's trusted sources
5Monitoring & Optimization - stay ahead of competitors
3 clients now ranking #1 in ChatGPT across different industries. The methodology is proven and repeatable.
Your Roadmap
From Invisible to Recommended in 3 Phases
Month 1
Foundation (Critical Fixes)
- Redirect old site pages (testimonials.html, services.html, etc.) - CRITICAL
- Add FAQ, Service, Person (Angelo), Review schema
- Optimize Google Maps listing
- Claim BBB, Houzz (verify), HomeStars, TrustedPros
- Verify Apple Maps listing
Month 2-3
Content & Citations
- Dedicated service pages (7+ services expanded)
- FAQ content targeting AI query patterns
- Portfolio case studies with project details
- Canadian construction directory submissions
- Build review volume on Google, Houzz, HomeStars
Ongoing
Authority & Expansion
- Quarterly AI re-audits
- Monitor competitor AI citations
- Angelo thought leadership content
- Content for high-value luxury design-build queries
- AI-weighted backlink building
Redirecting old site pages and expanding content are the transformative first steps. That single cleanup makes everything else possible. Day 1 priority.
Where We Are Taking This
AI Ranking Is Just the Start. This Is the Full Engine.
One agency. One system. Every AI touchpoint covered.
AI Ranking
Get found in ChatGPT,
Perplexity, Google AI
Perplexity, Google AI
PHASE 1 - NOW
AI Receptionist
24/7 booking, answers
calls, captures leads
calls, captures leads
PHASE 2
AI Follow-up
Automated SMS & email
nurture sequences
nurture sequences
PHASE 2
Paid Lead Gen
Google Ads, Facebook,
SEO, local campaigns
SEO, local campaigns
PHASE 3
Live Dashboard
Real-time ROI tracking
tied to project revenue
tied to project revenue
PHASE 3
Why this matters for luxury design-build firms
Luxury design-build is a trust-first industry. When a property developer or retail brand needs a construction partner, they need to trust you before they call. AI recommendations carry implicit trust. If AI recommends Abeco Group and Partex instead of Rose Hill, those $250K+ projects go to your competitors by default.
Phase 1 - AI Ranking (starting now)
Phase 2 - AI automation
Phase 3 - Full growth engine
Common Questions
What You Might Be Thinking
"How is this different from SEO?"
Traditional SEO optimizes for Google's blue links. AI ranking optimizes for the new answer layer - ChatGPT, Perplexity, Google AI Overviews. 60%+ of searches will go through AI by 2027. The two are complementary, not competing.
"Can you guarantee results?"
We cannot guarantee a specific ranking. We CAN guarantee that right now, your website has only ~4 pages and your old site is still splitting your authority. Fixing that alone would be transformative. 3 clients are already ranking #1 in ChatGPT using this exact framework.
"How long does this take?"
Schema expansion and old page redirects happen in month 1. Directory presence builds over weeks 2-4. First AI citations typically appear within 60-90 days of consistent optimization. Your competitors already have a multi-year head start in content.
"What does this cost?"
Less than one lost luxury design-build project. We start with a foundation package that pays for itself with the first new lead AI sends your way. At $250K+ per project, even one new AI-sourced client covers the investment many times over.
Next Steps
Make AI Work For You, Not Against You
You have 20+ years of luxury design-build experience, 150+ completed projects, and clients who praise Angelo by name. AI should be sending every design-build lead in the GTA your way.
Right now, it is sending them all to competitors who simply have better online entity signals.
- 20+ years of luxury retail and commercial design-build experience
- 150+ completed projects across residential and commercial
- Google Maps listing at 4.6 stars with positive reviews
- Existing LocalBusiness and Organization schema (a solid starting point)
- Clients praise Angelo by name in testimonials
- 7+ service lines ready to be expanded into dedicated pages
Prepared by Online Optimisers • AI Visibility Specialists • April 2026