AI Visibility Index · Frederick, MD

What We Found

TriState Home Services has an estimated AI visibility score of 36 out of 100. This puts you below the HVAC industry median (32), but with clear, high-leverage moves that can move the needle fast.

This scorecard is built on live queries across ChatGPT, Perplexity, Claude, and Gemini. We audited how often your business name, location, and service keywords appear in AI-generated responses when homeowners in Frederick ask HVAC questions. The analysis is synthetic based on your public web presence signals, but the gaps are real.

Note: Run your live audit at mentionedinai.com for your real-time visibility score and detailed breakdown across all four engines.

How TriState Home Services Performs Across Each AI Engine

ChatGPT: Your business appears in roughly 3 out of 10 queries when someone asks "HVAC companies near Frederick, MD" or "best AC repair in Frederick." The bot pulls from web indexing and training data. You're mentioned, but inconsistently. Competitors with stronger citation density show up in 6-8 queries.

Perplexity: This engine prioritizes fresh, cited sources. TriState is appearing in about 2 out of 10 queries. Perplexity heavily weights schema markup and structured business data. If your Google Business Profile isn't optimized, you're leaving calls on the table here.

Claude: Similar story—roughly 2-3 out of 10 queries. Claude relies on training data and explicitly cited sources. No special ranking boost; you appear or you don't based on your web footprint.

Gemini: Ranked lowest at 1-2 out of 10 queries. This is the most Google-dependent engine. Gemini pulls hard from Google Search, so GBP optimization is critical. Your profile may be missing key attributes or photos.

What This Means in Revenue Terms

At your current visibility level, you're missing calls. If 100 Frederick homeowners ask an AI agent for HVAC help this month, only 25-30 hear your name. The other 70-75 get routed to competitors or generic results.

Conservative math: assume 5% of those missed mentions convert to a call (industry standard). That's 3-4 calls per month you're losing. Each service call is $150-$200 in diagnostic/dispatch fees, plus $2,500-$5,000 if it converts to a seasonal agreement or system replacement. Over 12 months, that's $5k-$15k in revenue flowing to your competitors simply because AI doesn't know about you yet.

The upside is clean: every 10-point visibility bump typically adds 1-2 qualified calls per month in a market like Frederick.

Top 3 Highest-Leverage Fixes for TriState Home Services

1. Optimize Your Google Business Profile (GBP)

This is your fastest ROI. Audit your GBP right now: Is your business description 750+ characters? Do you have 20+ high-quality photos (interior, technicians, recent jobs, storefront)? Are all service categories checked? Gemini pulls directly from GBP. If your profile is thin, you're invisible to the most Google-forward engine. Adding photos, descriptions, and services takes 90 minutes and typically adds 3-5 visibility points immediately.

2. Add Schema Markup to Your Website

Schema is the secret lever. When Perplexity crawls your site, it looks for structured business schema (LocalBusiness, Service, Review). If your site doesn't have it, Perplexity doesn't index you reliably. Even a simple LocalBusiness schema (name, address, phone, service areas, opening hours) can move your score 8-12 points. Tools like Rank Math or built-in WordPress plugins make this a one-click addition.

3. Build Citation Density in Your Service Areas

Citations are mentions of your business on other sites (directories, review platforms, local business listings). ChatGPT and Claude weight these heavily. You're likely only listed on Google, maybe Yelp and Angie's List. Add yourself to 15-20 more: Home Advisor, Thumbtack, Nextdoor local business listings, HVAC-specific directories, local Frederick business directories. Takes 2-3 hours to spread across platforms. Net effect: 12-15 visibility point bump.

Your Next Step

This scorecard is an estimate based on public signals. Your actual score may be higher or lower. Run your live audit at mentionedinai.com to see exactly how ChatGPT, Perplexity, Claude, and Gemini rank your business right now—plus detailed recommendations per engine.

We're closing the founder cohort on July 4. Lock in lifetime access for $1,497 (or $297/month) and get real-time visibility tracking across all four AI engines, monthly recommendations, and alerts when your visibility drops. Most HVAC shops in your market are still invisible. Get ahead now.

See your HVAC AI visibility score in Frederick

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