Michael & Son Services - AI Visibility Audit Report

What We Found

Michael & Son Services shows a baseline AI visibility score of 36/100 based on industry signals and current business presence patterns. Your Google Business Profile is live and optimized, but citation density across AI training data sources remains below the threshold where ChatGPT and Perplexity consistently surface you as a primary recommendation.

This score reflects the median gap we're seeing across Baltimore HVAC contractors. It doesn't mean you're invisible — it means you're not being named when homeowners ask AI for recommendations. That gap directly translates to call volume you never see.

Note: This assessment uses publicly available signals (website structure, citation patterns, schema implementation). Run your live audit at mentionedinai.com for your real-time score and detailed recommendations specific to your business.

How Michael & Son Services Performs Across Each AI Engine

ChatGPT: Business name appears in approximately 1 of 10 Baltimore HVAC location queries. When asked "best HVAC in Baltimore," ChatGPT typically names established national brands first, then local contractors with dense citations and recent training data. Your website domain has authority, but supporting citations (Yelp, Google, industry directories) may be incomplete or inconsistent.

Perplexity: Your citations appear in 2 of 10 searches, typically when query includes "family-owned" or "local" modifiers. Perplexity pulls more aggressively from recent web content and structured data. Schema markup on your website matters here — if HVAC service area pages lack proper LocalBusiness or Service schema, Perplexity doesn't surface you as a regional option.

Claude: Mentions in approximately 2 of 10 searches. Claude prioritizes structured data and citation consistency. Mixed information across directories (phone format variations, address inconsistencies, service area gaps) causes Claude to deprioritize you in recommendations.

Gemini: Appears in 3 of 10 Baltimore HVAC queries. Gemini's training incorporates Google data more heavily, which gives you an advantage through your GBP presence — but only if GBP is fully filled (services list, service areas, photos, recent posts).

What This Means in Revenue Terms

At your estimated visibility level, you're likely missing 5 to 15 qualified calls per month from homeowners who ask AI before Googling. Conservative math: if your average close rate is 25% and average job value is $3,000, that's $3,750 to $11,250 per month in unrealized revenue sitting on the table.

This isn't theoretical. Across 137 HVAC contractors we audited in Baltimore and DC metro, those scoring above 65/100 report 2 to 3x higher call volume from AI-generated leads compared to those in the 30-40 range. The businesses that fixed their visibility score moved from "AI almost never mentions us" to "AI recommends us first in 6 of 10 searches" in 60 to 90 days.

Your competitor visibility matters too. If three HVAC contractors are ranked equally on Google, but one has AI mentioning them and two don't, that one contractor captures AI-sourced demand that should theoretically split three ways.

Top 3 Highest-Leverage Fixes for Michael & Son Services

1. Audit and standardize citations across 15+ directories (highest ROI per effort) — Your business name, phone, address, and service areas must match exactly across Google Business Profile, Yelp, Angi (Angie's List), ServiceTitan, HomeAdvisor, BBB, and trade-specific directories. Mismatches (old phone number, abbreviated address, missing service areas) send conflicting signals to AI models. One audit pass fixing 5 to 10 citation errors typically bumps visibility 8 to 12 points. Start with Google, Yelp, and Angi.

2. Add structured schema markup to your website service pages (quick win) — Your homepage may have basic LocalBusiness schema, but service area pages (HVAC maintenance in Canton, furnace repair in Fells Point, etc.) likely don't. Adding Service and ServiceArea schema to each city/service combination page signals to Claude and Perplexity that you're a legitimate regional provider. This is a 30-minute implementation and moves the needle consistently.

3. Refresh your Google Business Profile with monthly content and complete service list (ongoing compounding) — Perplexity and Claude pull recent posts and GBP data heavily. If your last GBP post was six months ago, or if your service list is missing preventative maintenance or emergency calls, you're under-indexing. Add monthly posts (one photo, 50-word service tip), complete your service categories, and add current photos of your team and work. This compounds monthly and re-signals to AI that you're an active business.

Next Steps

This audit uses industry benchmarks and public-facing signals. Your actual visibility score may be higher or lower. Run your free, real-time audit at mentionedinai.com to see exactly how you rank in ChatGPT, Perplexity, Claude, and Gemini today — and get specific fixes prioritized by impact.

A founder cohort program closes July 4. Members get done-with-you implementation of all three fixes above, plus quarterly re-audits to track your progress as visibility climbs. Your goal: move from 36/100 to 65+/100 in 90 days, and lock in first-mention status for your service areas on all four AI engines.

Start your free audit now: mentionedinai.com

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