Why finding reliable HVAC data is so challenging

HVAC has a BIG data problem.

TapHover over a card to see why.

Extreme fragmentation

Scattered across OEM PDFs, catalogs, notebooks and old forums.

Too many models

35 million+ models in the US alone.

Specs keep changing

Refrigerant phase-downs and SEER2 turn right answers into wrong parts.

Equipment outlives its records

Units run 20–50 years, long after their docs and parts disappear.

Hundreds of OEMs

Rebrands and private labels hide who really built the unit.

Over 15 million parts

OEM, aftermarket and universal — each with its own numbering.

1 billion cross-refs

Everyone asks which parts fit. Nobody has had the answer.

Generic A.I. gets it wrong

Wrong up to half the time on HVAC questions.

Here's how Bluon fixes it
The solution

More than just nameplate data.
Complete Asset Intelligence.

1

All brands, models and parts. One trusted source.

Bluon app on an iPad showing a Trane rooftop unit with its specifications and common replacement parts
268
OEM brands
35 Million
models
18 Million
OEM parts
1 Billion
cross-references
2

Full data by model number.

HVAC equipment: a residential condenser and a commercial rooftop unit
  • Original documentation
  • Full specifications
  • Bill of materials
  • Part specifications
  • Compatible replacement parts
  • Common problems
  • Diagnostics & troubleshooting
  • See who carries the part
3
MasterMechanic

99% troubleshooting accuracy — no A.I. slop.

135,000

real tech support calls

50,000

QC'd problem / solution sets

Verified

the same answer, every time

The business case

Find where Bluon fits your business.

Residential

More leads, more revenue, better techs

Bluon app on a phone showing model data, surrounded by stats: 260+ brands, 4.9 million base models, 1 billion+ cross references, 34 million unique model numbers
  • Instant enrichment of historical records
  • Generate high performing leads
  • 80% reduction in calls to Service Manager
  • Notable reduction in call backs
Request a demo
Commercial

Increased customer LTV, increased first-time fix rate

Bluon app on laptop and phone showing part search, replacement parts list, and AI chat support
  • Instant enrichment of historical records
  • Comprehensive equipment intelligence
  • Far less reliance on OEM tech support
  • Increased revenue opportunities
Request a demo
Distributors

Increased parts sales

Bluon parts-finder plugin screenshot with callouts: fill holes in your inventory, proven user experience, low-code integration
  • 10X increase in catalog coverage
  • Instantly know compatible options
  • Satisfy customer demand more often
  • Boost counter staff capabilities
Request a demo
Asset Managers

Decrease operating & maintenance expenses

HVAC equipment: a residential condenser and a commercial rooftop unit
  • Instant enrichment of historical records
  • Comprehensive equipment intelligence
  • Stop paying for contractor ‘research’ time
  • Create model# specific PM schedules
Request a demo
Parts Manufacturer

Understand compatibility at the Model# level

Screenshot of Bluon's parts-finder plugin: Find parts for any model, any brand
  • Determine precise TAM for each SKU
  • Convert any Model# into max opportunities
  • Develop products to maximize compatibility
  • Gain visibility into new product opportunities
Request a demo
Field Software

Add equipment intelligence + tech support in days

Bluon manuals viewer screenshot with callouts: white-labeled for your product, scan and add nameplate info, see manuals and BOM's, HVAC AI support
  • Increase recurring revenue per seat
  • Enrich users’ historical equipment records
  • Powerful addition for revenue generation
  • Provide best-in-class tech support
Request a demo
Bluon vs. AI-derived data

No A.I. slop here.

Generic A.I. guesses. Bluon data is QC'd and proven in enterprise use.

Equipment & Parts

Accuracy by task
Bluon Generic AI w/Web Search*ChatGPTClaudeGrok
TaskBluon accuracyGeneric AI w/Web Search accuracy
Equipment Specs95%84%
Manuals95%65%
OEM Part Numbers95%59%
OEM Part Specs90%68%
Replacement Parts95%11%
Procurement90%12%

Troubleshooting

Accuracy by task
Bluon Generic AI w/Web Search*ChatGPTClaudeGrok
TaskBluon accuracyGeneric AI w/Web Search accuracy
Tech Support99%75%
*Generic AI figures combine residential and commercial tasks. Bluon excels vs. generic AI on residential tasks and far excels on commercial tasks.
Users

What our users are saying

Put HVAC Intelligence to work in your business.

Tell us what you run. We’ll show you where Bluon fits.