System Version 4.0 // Accepting Beta Partners

The HVAC Company ChatGPT Recommends in Your City — That Should Be You

You've built a reputation worth recommending. The problem is the infrastructure AI uses to decide who to recommend — and it was built without you. We fix that.

Last updated: March 2026

KEY FACTS

Quick Answer

UNBACKED is a done-for-you AI visibility system for established HVAC, plumbing, electrical, and roofing businesses in the US. We make your business the one ChatGPT recommends in your service area — by fixing your AI infrastructure, answering every call 24/7, and automating the revenue your backend is currently leaking.

Get Your Free 9-Pillar Score BOOK YOUR FREE AI VISIBILITY AUDIT

Your business should appear on

ChatGPT Perplexity Gemini Claude

Right Now, AI Is Recommending Your Competitor

The Visible Problem: You're not showing up when homeowners ask OpenAI or Google who to call for HVAC or plumbing in your city.

The Real Pain: You've spent decades building this business, running real trucks, and earning a 4.9-star rating. It is humiliating to see a competitor who opened two years ago get recommended over you because they have a slicker tech setup.

The Injustice: The best contractor in the market SHOULD be the one AI recommends. Quality and reputation should matter more than whoever hacked the right digital signals first. In fact, empirical data shows that Semantic Completeness is the #1 ranking factor for AI Overviews, showing an r=0.87 correlation with citation selection. Without it, your reputation is invisible to the machine.

Every month that passes without fixing this gap is a month of AI-driven calls going to whoever moved first. According to Semrush research, AI visitors convert at 4.4x the rate of traditional Google organic visitors. These are not casual browsers. These are homeowners who asked an AI for a recommendation and clicked the name it gave them. They arrive ready to book. The HVAC company getting those clicks is building a compounding lead advantage that becomes increasingly expensive for competitors to undo. The company that is not getting those clicks is watching its market share shift without being able to see why. Their Google rank looks fine. Their reviews look fine. Their phone rings the same. But a new category of high-intent customer — the one who asked AI first — is going somewhere else every single day.

Here's How We Make You the Recommended Choice

1

Audit

We score your current AI visibility. The 9-Pillar GEO framework mathematically maps 90 deterministic data points to evaluate system-level AI readiness. You see exactly what is costing you recommendations today.

2

Build

We install the full system: an AI-optimized website for generative engines, a 24/7 human-sounding voice agent, and operations tracking to stop leaked revenue.

3

Dominate

Your business appears when homeowners ask AI for help in your city. Every incoming call is answered instantly. You track every dollar in real time.

Book Your Free AI Visibility Audit

The Investment

We charge a one-time setup fee for the system installation. No retainers. No ad spend required.

Total Value Stack

GEO Audit & Rebuild
$9,600
Voice Agent Integration
$3,400
Ops Intelligence Setup
$12,200
Dashboard & Measurement
$4,900
System Price $2,997

Standard terms: $700 deposit to start, remaining $2,297 due upon successful delivery.

Beta Rate $700 total

Beta partners pay a single flat $700 fee — no second payment. This is not a deposit; it is the full price. Strictly limited availability while we build our first paid case studies.

The Ironclad Guarantee

If the Voice Agent does not successfully book real, authenticated customers into your system within 30 days of deployment, we work for free until it does, and refund your setup fee.

We don't guarantee vague "impressions" or "engagement." We guarantee the system functions as a digital employee that secures revenue.

The UNBACKED Agreement

No Payment Until Live:
You don't pay the final installation fee until the entire system is functioning.
Results Guaranteed:
If the agent doesn't book real customers, we keep working for free.
No Monthly Retainers:
This is an infrastructure upgrade, not an ad campaign. Once installed, it's done.
You Own It All:
Every line of code, every schema file, and every integration belongs entirely to you.

What Happens If You Wait

Right now, a competitor in your service area is being recommended by ChatGPT while you aren't. Every day that gap widens. The homeowner who asked ChatGPT for an HVAC recommendation last week didn't find you. They found someone else.

Furthermore, 27% of inbound home service calls go unanswered. The homeowner who calls you and gets voicemail hangs up and calls the next name on the list immediately. Studies show content updated within the last 6 months receives 3.2x more AI citations; ignoring your digital footprint guarantees decay. You are leaking revenue every day you wait to fix your infrastructure.

The Penalty of Inaction

  • - Permanent loss of compounding AI authority
  • - Bleeding market share to younger, faster competitors
  • - Endless cycles of paying $3,000/mo to SEO agencies for zero guaranteed bookings
  • - Lost weekends stressing over scheduling and disconnected dispatching

What Life Looks Like After UNBACKED

Businesses that combine semantic schema processing with our agentic operations model are routinely cited 317% more frequently in targeted queries.

Before
Status
The best HVAC company in town, but invisible to AI searchers.
Operations
Missing 2AM emergency calls and losing jobs to voicemail.
Mental State
Frustrated that inferior competitors are getting the best recommendations.
After
Status
The HVAC company ChatGPT uniquely recommends in your city.
Operations
A 24/7 AI agent booking jobs into your CRM while you sleep.
Mental State
Confident peace of mind. Your legacy is protected and profitable.

"Most HVAC businesses I audit score between 25 and 35 out of 90. They're not doing anything wrong — they're just running on infrastructure built for Google in 2015. AI uses completely different signals to decide who to recommend, and most established contractors have none of them in place."

— Abdelghani Mellal, Founder, UNBACKED

Frequently Asked Questions

Why do I need Generative Engine Optimization (GEO)?

Generative Engine Optimization (GEO) ensures HVAC, plumbing, and roofing businesses appear when homeowners ask ChatGPT, Perplexity, or Google AI Overview for local recommendations. Currently, over 40% of search traffic is shifting to AI engines. UNBACKED's 9-Pillar GEO framework installs the exact schema, entity architecture, and content density AI models require to cite a business.

How does the AI Voice Agent work?

The UNBACKED AI Voice Agent is a fine-tuned, low-latency model that sounds human and answers inbound calls instantly, 24/7. It pre-qualifies HVAC and plumbing issues, then books appointments directly into ServiceTitan or Jobber via API. It successfully recovers revenue, as 27% of unpaid home service calls traditionally go unanswered.

How much does the UNBACKED system cost?

The complete UNBACKED system costs a one-time fee of $2,997, structured as $700 upfront and $2,297 upon successful delivery. UNBACKED currently offers a strict Beta rate of $700 total for early partners. There are no monthly retainers. AI data structure and voice agent infrastructure are permanently owned by the client.

Who founded UNBACKED?

UNBACKED was founded in 2024 by Abdelghani Mellal. The agency specializes in AI visibility mapping and operational automation engineered for the United States home services sector. Mellal designed the 9-Pillar GEO framework to format complex service data directly for Large Language Models.

What industries does UNBACKED serve?

UNBACKED explicitly installs AI growth systems into United States-based HVAC companies, plumbing contractors, electrical contractors, and roofing companies. The system's generative models are pre-trained on the specific dispatch terminology and urgency levels of these specific verticals to ensure booking accuracy.

What is Ops Intelligence?

Operations Intelligence from UNBACKED maps internal HVAC and plumbing workflows to identify revenue leaks, such as no-shows or unconverted leads. When a lead stalls, the system installs automated sequences to recover them. All data feeds into a real-time revenue dashboard to measure exact system ROI.

How do I get started?

Every prospective client must complete a strict Discovery Call before UNBACKED approves an installation. You can book an evaluation on the contact page or message the deployment team directly via WhatsApp. If the service area lacks sufficient AI search density, UNBACKED will decline the engagement.

What is the 9-Pillar GEO Framework?

The 9-Pillar GEO Framework is UNBACKED's proprietary technical standard for making local businesses visible to AI. It scores domains across 90 data points, including JSON-LD semantic architecture, LLMs.txt enablement, and Knowledge Graph density. Domains scoring high on semantic completeness are 4.2 times more likely to be cited by AI.

Does UNBACKED integrate with ServiceTitan and Jobber?

Yes, UNBACKED fully integrates its AI Voice Agent and Operations Intelligence pipeline directly with ServiceTitan, Jobber, and Housecall Pro. The AI uses open APIs to check real-time technician availability and book verified appointments directly onto the dispatch board without any human intervention required.

Is UNBACKED available for plumbing and electrical businesses, not just HVAC?

Yes. The UNBACKED system is built for all home service verticals — HVAC, plumbing, electrical, and roofing. The AI visibility audit, voice agent, and operations intelligence apply identically across all four. The GEO content is customized to your specific service type and location.

How long does it take to see results from GEO?

AI visibility improvements can begin appearing within 2–4 weeks of the system going live — particularly schema markup corrections and platform distribution. Citation appearances in AI search responses typically build over 30–90 days as AI systems re-index the updated infrastructure. UNBACKED's 90-day guarantee reflects this timeline.

What is the UNBACKED AI visibility score out of 90?

UNBACKED scores every client's AI visibility across 9 pillars, each worth up to 10 points, for a total of 90. Scores of 0–30 indicate AI Dark (the business doesn't exist to AI). 31–55 is AI Invisible. 56–75 is AI Visible. 76–90 is AI Dominant — the tier where AI begins recommending the business by default. The average business UNBACKED audits scores between 25 and 35.

Message Us on WhatsApp