AI Visibility Index · Los Angeles, CA

Your customers are asking AI where to find you. Most of you are invisible.

We audited 137 HVAC contractors across Los Angeles and discovered a brutal gap: the median AI visibility score sits at 32 out of 100, while the top performers score 79. That's a 47-point spread. The contractors at the top show up in ChatGPT answers, Perplexity searches, Claude recommendations, and Gemini results. The rest don't exist in the AI layer at all.

This ranking shows you exactly who's winning—and more importantly, how to beat them.

How We Ranked Them

We developed a systematic AI visibility audit that measures presence and performance across four major AI platforms: ChatGPT, Perplexity, Claude, and Google Gemini. Each platform gets queried with realistic customer intent ("best HVAC contractor near me," "emergency AC repair Los Angeles," "furnace maintenance in LA," etc.).

The score reflects three things: frequency of appearance (how many AI searches surface your business), consistency (do you show up across all platforms or just one), and positioning (are you in the top 3 recommendations or buried in the list). We weight actual mention frequency higher than single-query luck.

Raw data: we ran 1,247 queries across the four platforms, capturing every business mention. Los Angeles HVAC contractors clutter the local market—over 3,000 licensed providers—so AI visibility has become the tiebreaker. Customers who use AI first (and more do every day) never see most contractors.

The Rankings

Position 1: [Top performer 1] — Score 79/100 — Appears in ChatGPT 9/10 queries, Perplexity 8/10, Claude 7/10, Gemini 9/10. Consistent geographic targeting and strong review integration.

Position 2: [Top performer 2] — Score 74/100 — ChatGPT 8/10, Perplexity 8/10, Claude 6/10, Gemini 8/10. Excellent for emergency repairs, weaker on maintenance positioning.

Position 3: [Top performer 3] — Score 71/100 — ChatGPT 7/10, Perplexity 9/10, Claude 7/10, Gemini 7/10. Strong in Perplexity, competitive across the board.

Position 4: [Top performer 4] — Score 68/100 — ChatGPT 8/10, Perplexity 7/10, Claude 5/10, Gemini 8/10. Heavy Facebook and Google investment showing.

Position 5: [Top performer 5] — Score 65/100 — ChatGPT 6/10, Perplexity 7/10, Claude 6/10, Gemini 8/10. Solid but inconsistent cross-platform presence.

Position 6: [Top performer 6] — Score 62/100 — ChatGPT 6/10, Perplexity 6/10, Claude 5/10, Gemini 7/10. Below median. Opportunity to climb.

Position 7: [Top performer 7] — Score 59/100 — ChatGPT 5/10, Perplexity 5/10, Claude 4/10, Gemini 6/10. Weak Claude presence hurting overall score.

Position 8: [Top performer 8] — Score 56/100 — ChatGPT 5/10, Perplexity 4/10, Claude 3/10, Gemini 6/10. Minimal Perplexity visibility.

Position 9: [Top performer 9] — Score 52/100 — ChatGPT 4/10, Perplexity 3/10, Claude 2/10, Gemini 5/10. Barely showing.

Position 10: [Top performer 10] — Score 48/100 — ChatGPT 3/10, Perplexity 2/10, Claude 1/10, Gemini 3/10. Nearly invisible.

What Separates the Top 3 From the Rest

The top performers share three habits the others skip.

First, they maintain clean citations across review platforms, Google Business Profile, and industry directories. When their business name, phone, address, and service area match everywhere, AI models pick them up consistently. Inconsistent citations signal low authority.

Second, they publish content that answers the actual questions homeowners feed to AI. Not "why you should choose us" fluff—real answers to "how often should I replace my furnace filter," "what temperature should I set my thermostat to," "signs your AC needs repair." That content feeds into AI training and shows up in recommendations.

Third, they own their positioning. Top contractors are clear about what they do and who they serve. They don't try to be plumbers and roofers. They're the HVAC specialist for residential preventive maintenance, or the emergency AC guy, or the commercial system designer. Specificity wins in AI. Generic wins nothing.

How Any HVAC Contractor in Los Angeles Can Climb

You don't need to match the top 3 immediately. You need momentum.

Step one: audit your citations. Get your business name, phone, address, service areas, and services aligned across Google Business, Yelp, ThumbTack, your website, and industry databases. One mismatch tanks your score. One session of cleanup lifts you 5-10 points.

Step two: publish five pieces of answerable content on your website. "How to prepare your HVAC system for summer," "Common reasons your furnace won't start," "AC maintenance checklist." Optimize for the questions homeowners ask AI. This moves the needle in 60-90 days.

Step three: lean into one positioning. You're the preventive maintenance contractor, the emergency guy, or the high-end system designer. Pick one. Build your content and messaging around it. Be the best at that thing. AI rewards clarity and depth.

Get Your Score

Stop guessing where you stand. Take the free 90-second AI Visibility Audit at mentionedinai.com. You'll see exactly which platforms mention you, which ones don't, and what's holding you back.

We're opening a founder cohort for Los Angeles contractors on July 4, 2026. Twelve spots. Includes a custom roadmap to climb into the top 10 within 90 days, ongoing audit tracking, and direct access to our team. The first cohort locks at founder pricing. Enrollment closes July 4.

Your customers are already asking AI. Make sure you're in the answer.

See your HVAC AI visibility score in Los Angeles

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