👋 Almost Here! Be the First to Experience It.
👋 Almost Here! Be the First to Experience It.
An AI Visibility Study by Track My Visibility
Last Updated :
24 Feb 2026
Mountainland Supply achieves strong positioning & positive sentiment when included in AI answers, but appears in only 14% of queries. The brand excels in branded comparison prompts but disappears in category-defining and technical queries, where Ferguson, Carrier, and Trane dominate.
The Coverage Problem
The Prominence Strength
Overwhelmingly Positive
Each Al engine reveals a different facet of the same authority gap
Rewards verifiable claims. Mountainland appears when regional supplier data can be cross-referenced.
Rewards category definition. Mountainland excluded from technical sizing queries lacking educational depth.
Rewards conceptual relevance. Mountainland fits wholesale contexts but doesn't anchor HVAC/plumbing explanations.
Rewards explanatory necessity. Without technical guides, Mountainland rarely essential to complete answers.
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| Rank | Brand | Position | Visibility | Key Advantage |
|---|---|---|---|---|
| #1 |  Carrier | 2.3 | 25% | Technical specs + product education |
| #2 | Trane | 2.6 | 24% | Category explainers + sizing guides |
| #3 | Lennox International | 3.0 | 18% | Energy efficiency documentation |
| #4 | Rheem Manufacturing | 4.5 | 16% | Wholesale authority + contractor resources |
| #5 |
Mountainland Supply | 1.1 | 14% | Strong in comparisons, weak in category |
Where content investment is needed to match or exceed competitive benchmarks in the six dimensions that AI systems prioritize for brand mentions
Wholesale distributor relying on product catalogs. Missing: HVAC sizing guides, plumbing code tutorials, "how to choose systems," or climate-specific recommendations that AI prioritizes.
75+ years of expertise not structured for AI discovery. Limited documentation of contractor partnerships, emergency delivery, or wholesale advantages visible in schema-rich format.
AI defaults to Ferguson for supplier comparisons. No owned content explaining regional advantages, ESOP benefits, or "Mountainland vs national chains".
Product pages lack FAQ schema, sizing calculator markup, or technical specification structured data. AI cannot position Mountainland as a technical resource.
Geographic coverage is less effective than structured technical guides in professional contractor queries.
Brands with sizing calculators and code guides dominate AI answers against wholesalers with superior coverage.
Owning supplier comparisons prevents national chains from controlling the narrative.
AI favors entities answering "which system for climate" over "what we stock".
AI visibility compounds when structured, validated content is consistent across every channel.
112 unique prompts tracked within TMV
ChatGPT, Perplexity, Gemini, Google AI Overview
Feb 17, 2026 to Feb 24, 2026
HVAC, Plumbing, Waterworks, Construction Materials
Commercial-heavy with supporting technical, compliance, and wholesale queries
