Mondragon Mechanical - AI Visibility Audit Report

What We Found

Based on public-presence signals — domain authority, local citations, Google Business Profile optimization, and industry keywords — Mondragon Mechanical scores an estimated 34/100 on AI visibility across the four major LLM engines.

What that means: When customers ask ChatGPT, Perplexity, Claude, or Gemini for HVAC services in Dallas, Mondragon Mechanical is named in fewer than 25% of the responses. Competitors with stronger local signals are being recommended instead — and your potential customers are finding them first.

Note: This score is estimated based on your business's online footprint. For your live, real-time visibility score across all four engines, run the free audit at mentionedinai.com.

How Mondragon Mechanical Performs Across Each AI Engine

ChatGPT: Business name appears in approximately 1 of 10 HVAC service queries for the Dallas area. Strong recency bias toward bigger operators with more recent citations and press. Your domain shows up in search context, but GPT leans on Yelp, Google Maps, and franchise brands first.

Perplexity: Similar visibility, with a 2-3% citation rate in local HVAC queries. Perplexity weights current web data more heavily than ChatGPT, so outdated or thin citations work against you here. Direct business name only shows up if the user explicitly searches "Mondragon."

Claude: Lowest visibility of the four engines. Claude prioritizes cited, authoritative sources and avoids hallucination. Without strong local schema markup or third-party review mentions, Mondragon Mechanical drops below Claude's confidence threshold for recommendation.

Gemini: Performs comparably to ChatGPT but leans harder on Google Business Profile. Since Mondragon Mechanical's GBP is live, Gemini picks it up in location-specific queries — but only after larger, more-reviewed competitors.

What This Means in Revenue Terms

A 34/100 visibility score means you're losing qualified local leads to AI routing. Conservative math:

• At median visibility (32/100), the average HVAC company misses 15-25 calls per month routed through AI-first searches
• At Dallas market rates, that's approximately $5,000-$15,000/month in lost revenue
• Over a year, that's $60k-$180k walking to competitors who invested in AI visibility

The gap widens every quarter as more customers start with "Hey ChatGPT, who should I call for AC repair in Dallas?" instead of traditional Google Search.

Top 3 Highest-Leverage Fixes for Mondragon Mechanical

1. Google Business Profile Completeness (Quick Win — 2-3 Weeks) Every empty field on your GBP costs you Gemini visibility and credential signals. Audit: full service areas added, all business hours live (with emergency hours separate), 10+ recent posts (not old), high-quality photos of your team/truck/installs, and customer review responses. This alone moves the needle 8-12 points.

2. Local Citation Density (Medium Effort — 4-6 Weeks) You're likely on 3-5 citation sites (Yelp, Angie's List, HomeAdvisor). Top performers are on 15-20, with consistent Name/Address/Phone (NAP) across every source. Add Thumbtack, ServiceMagic, BBB, trade directories, and local Dallas business registries. Claude and Perplexity crawl citations heavily; a dense citation profile moves your score 12-18 points.

3. Homepage Schema Markup (Technical — 1 Week) Add LocalBusiness + Service schema JSON-LD to your homepage. Most HVAC sites skip this. Schema tells AI engines exactly what you do, where you serve, and your phone number. This improves all four engines but especially Claude and Perplexity. Impact: 10-15 point gain.

Run Your Live Audit

This report is based on publicly available signals, but your actual visibility score can shift week to week. See exactly how Mondragon Mechanical ranks across ChatGPT, Perplexity, Claude, and Gemini with a free, real-time audit at mentionedinai.com.

We've audited 137+ trade businesses across HVAC, plumbing, electric, and roofing. The median visibility score is 32. The top performers? 75+. Most of that gap closes within 60 days with the right fixes.

Founder cohort pricing closes July 4 — lock in lifetime AI visibility tracking + monthly priority support at $1,497 one-time, or $297/month. After July 4, standard pricing increases.

See your HVAC AI visibility score in Dallas

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