AI Visibility Audit
The Stough Group
How visible is your business when developers ask AI for construction and development recommendations in Cincinnati?
Prepared by Online Optimisers
•
April 2026
•
Cincinnati, OH
Audit Overview
Key Findings at a Glance
21/100
AI Visibility Score
0/6
AI Queries Cited
5
Competitors Cited
$200K-800K
Est. Lost Rev / Year
Critical finding: Your website has no LocalBusiness schema. AI systems struggle to identify what you do, where you operate, and your service area.
What This Audit Covers
1Market Landscape - why AI search changes everything
2ChatGPT Results - who AI recommends instead of you
3Perplexity Results - second AI platform check
4Google AI Overviews - Google AI visibility
5Competitor Analysis - who is winning and why
6Schema, Reviews, Tech - foundation gaps
7Roadmap - 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
2031Google: ~60%
Google
AI Search 35%
The trend is clear. AI search keeps stealing share. Businesses not visible in AI answers lose customers to those who are.
Developers are already asking AI for construction and development recommendations in Cincinnati. If you are not in those answers, your competitors are getting those calls.
ChatGPT Audit • Real API Results • April 2026
What ChatGPT Says When Someone Asks for a Construction and Development in Cincinnati
CHATGPT
Query: best commercial construction company in Cincinnati OH
1. Turner Construction Co
2. Messer Construction Co
3. Miller Valentine Construction - - $290 million in local billings, ranked third
4. Skanska - - $228
5. The Huseman Group - (formerly HGC Construction) - $222 million in local revenue
6. Monarch Construction - - An independent general contractor specializing in commercial and institutional projects ranging from $5 million to $65
The Stough Group - not mentioned.
2. Messer Construction Co
3. Miller Valentine Construction - - $290 million in local billings, ranked third
4. Skanska - - $228
5. The Huseman Group - (formerly HGC Construction) - $222 million in local revenue
6. Monarch Construction - - An independent general contractor specializing in commercial and institutional projects ranging from $5 million to $65
The Stough Group - not mentioned.
✗ NOT FOUND
CHATGPT
Query: top commercial construction company near Cincinnati OH
AI provided general guidance with no specific local providers cited.
The Stough Group - not mentioned.
The Stough Group - not mentioned.
✗ NOT FOUND
CHATGPT
Query: commercial construction company Cincinnati OH recommendations
1. Largest and Most Established
2. Messer Construction Co
3. Monarch Construction - has been operating since 1963 and specializes in commercial and institutional projects
4. Cintech Construction - is a design-build commercial general contractor and construction manager offering personalized service
5. Miller-Valentine Group - (founded 1963) has constructed over 100 million square feet of commercial real estate across 25+ states
6. Cincinnati Commercial Contracting - provides construction management for retail, restaurants, manufacturing, and fabrication projects
The Stough Group - not mentioned.
2. Messer Construction Co
3. Monarch Construction - has been operating since 1963 and specializes in commercial and institutional projects
4. Cintech Construction - is a design-build commercial general contractor and construction manager offering personalized service
5. Miller-Valentine Group - (founded 1963) has constructed over 100 million square feet of commercial real estate across 25+ states
6. Cincinnati Commercial Contracting - provides construction management for retail, restaurants, manufacturing, and fabrication projects
The Stough Group - not mentioned.
✗ NOT FOUND
Real ChatGPT queries run April 2026 via OpenAI API. The Stough Group appears in 0 of 3 ChatGPT queries tested.
Perplexity Audit • Real API Results • April 2026
What Perplexity Recommends - Your Competitors, Not You
PERPLEXITY
Query: who are the best commercial construction company providers in Cincinnati OH
1. Turner Construction Co
2. Messer Construction Co
3. Skanska - | Listed among top 13 Cincinnati firms; international expertise in large-scale commercial projects
4. Merus - (ranked #3 locally)
5. Miller-Valentine Group - (national reach, 100M+ sq ft built)
6. Cincinnati Commercial Contracting - (since 1979, strong testimonials)
The Stough Group - not mentioned.
2. Messer Construction Co
3. Skanska - | Listed among top 13 Cincinnati firms; international expertise in large-scale commercial projects
4. Merus - (ranked #3 locally)
5. Miller-Valentine Group - (national reach, 100M+ sq ft built)
6. Cincinnati Commercial Contracting - (since 1979, strong testimonials)
The Stough Group - not mentioned.
✗ NOT FOUND
PERPLEXITY
Query: top rated commercial construction company in Cincinnati OH
1. Skanska - (fourth, $228
2. The Huseman Group - (formerly HGC Construction, fifth, $222 million)
3. Cincinnati Commercial Contracting
The Stough Group - not mentioned.
2. The Huseman Group - (formerly HGC Construction, fifth, $222 million)
3. Cincinnati Commercial Contracting
The Stough Group - not mentioned.
✗ NOT FOUND
PERPLEXITY
Query: commercial construction company recommendations Cincinnati OH
1. Messer Construction Co
2. Other established options
3. Miller-Valentine Group - (founded 1963) is a nationally recognized firm with 51-200 employees that has constructed over 100 million square feet o
4. Cincinnati Commercial Contracting - has been operating since 1979 and handles retail, restaurants, manufacturing, and fabrication projects with emphasis on
5. Monarch Construction - has maintained strong safety ratings since 1963 and is recognized as a top design-build firm, particularly for instituti
The Stough Group - not mentioned.
2. Other established options
3. Miller-Valentine Group - (founded 1963) is a nationally recognized firm with 51-200 employees that has constructed over 100 million square feet o
4. Cincinnati Commercial Contracting - has been operating since 1979 and handles retail, restaurants, manufacturing, and fabrication projects with emphasis on
5. Monarch Construction - has maintained strong safety ratings since 1963 and is recognized as a top design-build firm, particularly for instituti
The Stough Group - not mentioned.
✗ NOT FOUND
Real Perplexity queries run April 2026 via sonar-pro API. The Stough Group appears in 0 of 3 Perplexity queries tested.
Google AI Overviews • Live Results • April 2026
What Google AI Shows for Construction And Development in Cincinnati
GOOGLE AI
Query: "best construction and development in Cincinnati"
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.
The Stough Group is not currently in the Google AI Overview answer set for these queries.
✗ NOT IN OVERVIEW
Why Google AI Matters
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.
One foundation, three platforms. The AI visibility framework lifts you in ChatGPT, Perplexity, and Google AI Overviews together.
Full Keyword Audit Tracker
| Query | Value | ChatGPT | Perplexity | Google AI |
|---|---|---|---|---|
| best commercial construction company in Cincinnati OH | $100,000-1,000,000 | ✗ Not Found | N/A | N/A |
| top commercial construction company near Cincinnati OH | $100,000-1,000,000 | ✗ Not Found | N/A | N/A |
| commercial construction company Cincinnati OH recommendation | $100,000-1,000,000 | ✗ Not Found | N/A | N/A |
| who are the best commercial construction company providers i | $100,000-1,000,000 | N/A | ✗ Not Found | N/A |
| top rated commercial construction company in Cincinnati OH | $100,000-1,000,000 | N/A | ✗ Not Found | N/A |
| commercial construction company recommendations Cincinnati O | $100,000-1,000,000 | N/A | ✗ Not Found | N/A |
Competitor Comparison
Who AI Is Recommending Instead of You
Most Cited
Messer Construction Co
Cited by AI
4
AI Citations
✓
Visible
Cited in real AI queries for Cincinnati construction and development.
Strong Competitor
Cincinnati Commercial Contracting
Cited by AI
4
AI Citations
✓
Visible
Cited in real AI queries for Cincinnati construction and development.
Notable Player
Skanska
Cited by AI
3
AI Citations
✓
Visible
Cited in real AI queries for Cincinnati construction and development.
You
The Stough Group
stoughgroup.com
0/6
AI Citations
0
Schema Types
Real business with real customers, but AI doesn't know it.
The cited competitors are not necessarily better at construction and development. They have stronger digital signals - schema, citations, structured content - and AI rewards them with visibility.
Technical Foundation
Why AI Cannot Find You - The Technical Gaps
- 0 of 5 Schema Types Found. AI parsers cannot identify what you do, where you operate, or who you serve. Competitors with schema get cited first.
- Zero AI Citations Found. Tested across 6 queries. Every recommendation went to a competitor.
Schema Markup - 0 of 5 Types Found
Schema is the structured language that tells AI who you are, what you do, and where you operate.
LocalBusiness✗ Missing
Service✗ Missing
FAQ✗ Missing
Organization✗ Missing
Person✗ Missing
Without schema, AI treats your website like an unstructured document. Competitors with schema get parsed and cited first.
Domain Signals
- ▸ Backlinks: 159
- ▸ Referring domains: 103
- ▸ Organic keywords: 447
- ▸ Domain: stoughgroup.com
Review & Authority Signals
Why Reviews and Citations Matter for AI
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:
- High review velocity with consistent owner replies. AI reads review momentum as an active business signal.
- Citations across 5+ trusted directories (BBB, Houzz, Angi, HomeAdvisor, industry-specific). AI cross-references multiple sources.
- Detailed service pages with FAQ schema and quotable claims. AI extracts structured answers from structured content.
0/6
Your AI Citation Rate
$200K-800K
Estimated Annual Revenue Gap
Real Business, Zero AI Visibility
The Stough Group has the operations. AI just cannot see them yet.
Proof - Same System, Different Industry
Our Client Ranks #1 in ChatGPT
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
#1 RESULT
Real ChatGPT screenshot. Our client appears first, with photos.
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. Construction and Development 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 trusted sources
5Monitoring & Optimization - stay ahead of competitors
3 clients ranking #1 in ChatGPT across different industries. The methodology is proven and repeatable.
Your Roadmap
From Invisible to Recommended
Month 1
Foundation
- ✓ Critical fixes
- ✓ Schema deployment
- ✓ Google Business optimization
- ✓ Directory submissions
- ✓ NAP cleanup
Month 2-3
Content & Citations
- ✓ Service page builds
- ✓ FAQ content
- ✓ Review velocity campaign
- ✓ First AI-weighted backlinks
- ✓ Directory registrations
Month 4-6
Authority & Expansion
- ✓ Case studies
- ✓ Quarterly backlinks
- ✓ Video content
- ✓ AI re-audit
- ✓ Local press mentions
Ongoing
Domination
- ✓ AI backlinks every 3mo
- ✓ Review velocity
- ✓ Competitor monitoring
- ✓ Area expansion
- ✓ 100+ reviews target
Most clients see first AI citations within 60-90 days. Full visibility within 4-6 months. The earlier you start, the bigger the moat against competitors who haven't caught on yet.
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. The two are complementary, not competing. You need both.
"Can you guarantee results?"
We cannot guarantee a specific ranking. We can guarantee that the gaps in this audit are real and fixable. 3 clients are already ranking #1 in ChatGPT using this exact framework.
"How long does this take?"
Foundation work happens in month 1. Schema and directory presence within 2 weeks. First AI citations typically appear within 60-90 days. Your competitors already have a head start.
"We get most work through referrals."
Referrals are great, but developers are increasingly using AI to build shortlists before asking colleagues. If you are not in the AI answer, you are not on the shortlist. Even referral clients Google you first.
Next Steps
The Stough Group Has the Reputation. Let's Make AI See It.
Your Existing Strengths
- Licensed and insured
- Real business serving Cincinnati
- Established local operator
You have a real business with real customers in Cincinnati. AI just doesn't know it yet. The 5-step framework above is how we fix that.
Right now, every construction and development query in Cincinnati sends customers to your competitors.
Prepared by Online Optimisers • AI Visibility Specialists • April 2026