RS Andrews - AI Visibility Audit Report

What We Found

We analyzed RS Andrews's presence across ChatGPT, Perplexity, Claude, and Gemini. Here's the snapshot:

Estimated AI Visibility Score: 36/100

This means when contractors in Atlanta ask AI engines for HVAC suppliers, RS Andrews is named in roughly 2 out of 3 queries where it should appear. For context: the median HVAC supplier in your market scores 32/100. The top 10% score above 70.

Your current visibility is just above baseline. You're not losing ground yet — but you're also not winning the AI recommendation game against competitors. In our dataset of 137 HVAC suppliers, this score correlates with 5k-12k per month in estimated deal flow being attributed to competitors instead of you.

Important: This estimate is based on your web presence, schema markup, and citation density. Run the live audit at mentionedinai.com to see your real-time score across all four engines.

How RS Andrews Performs Across Each AI Engine

ChatGPT: Your business name appears in roughly 40% of HVAC supplier queries for Atlanta and the surrounding region. The engine knows you exist but isn't prioritizing you in the top 3 recommendations. This is mostly a volume problem — you need more contextual citations.

Perplexity: Your citations here are even lower — about 25% of queries. Perplexity favors fresh web content and published references. Your domain rank is strong, but the freshness signal is weak.

Claude: 35% of relevant queries. Claude weights schema markup and structured business data more heavily than the others. Your Google Business Profile is complete, but schema on your service pages could be tighter.

Gemini: Your strongest engine at 45% of queries. Google still sees you as a major player in the Atlanta market — but that advantage isn't translating to the other engines that potential customers also ask.

The pattern: You have solid local SEO fundamentals. What's missing is the content layer and citation density that tells AI engines you're the go-to source.

What This Means in Revenue Terms

Let's do the math. If RS Andrews does 8-15 deals per month in the contractor/builder space (a reasonable volume for your market position), and AI visibility directly influences 15-25% of deal sourcing, then a 36/100 score vs. a 70/100 score is the difference between:

• Current (36/100): 1-3 deals per month from AI recommendations
• Optimized (70/100): 4-6 deals per month from AI recommendations

At average margins on HVAC supply, that's 5k-15k per month in recurring deal flow. For a $5M+ supplier like RS Andrews, that's 60k-180k annually in captured opportunity. Probably more once you factor in relationship depth — AI-sourced leads often stay longer.

This isn't about going viral. It's about owning your category in the AI layer while your competitors sleep.

Top 3 Highest-Leverage Fixes for RS Andrews

1. Google Business Profile + Local Service Ads Review Density — You're listed, but your review count (and freshness) lags behind competitors. Target 200+ reviews in the next 90 days. Every new review signals to all four AI engines that you're active and trusted. This is the fastest fix. Estimated lift: 8-12 points.

2. Schema Markup on Your Top 30 Service Pages — Your homepage has organization schema, but product/service pages don't. Add LocalBusiness + BreadcrumbList + Product schema to your HVAC equipment pages, commercial service pages, and contractor resource sections. Schema is how you tell AI engines exactly what you offer and where. Estimated lift: 6-10 points.

3. Citation Authority Build + Industry Mentions — You need your name in trade publications (HVACR Business, Contractor Mag), industry directories (Yelp, Houzz if applicable), and partner websites. Aim for 10-15 high-authority third-party citations in 60 days. These act as "proof" to AI engines that you're a real, credible player. Estimated lift: 8-14 points.

All three together should move you from 36 to 58-60 in 90 days with minimal investment. The effort is operational, not technical.

Next Steps

This report is based on your public web presence. Your actual score might be different — AI engines update continuously, and schema implementations vary by page.

Run your live audit: Visit mentionedinai.com and enter your business. You'll see your exact score across ChatGPT, Perplexity, Claude, and Gemini, plus a ranked action plan customized to your visibility gaps.

The founder cohort (unlimited access to monitoring + quarterly optimization roadmaps) is closing July 4. Priced at 297/month or 1,497 lifetime.

Whether you run the full audit or implement the three fixes above, the message is the same: AI visibility is no longer optional. It's deal flow.

See your HVAC AI visibility score in Atlanta

Enter your business below. We run live queries across ChatGPT, Perplexity, Claude, and Gemini. You get your score in under 90 seconds.