Platform

The structured data layer for HVAC/R equipment.

The same verified dataset behind our public lookup, available to your product. Every value is traceable to its source document and page.

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Offerings

REST API

Early access

Model lookup, specifications, and cross-references as clean JSON. Every spec value carries provenance: source document, page, table, and extraction confidence.

MCP server

Early access

The same dataset, agent-ready. Connect HVAC/R equipment data directly to AI assistants and chat tools, with grounded answers and citations built in.

Data snapshots

Early access

Versioned columnar Parquet exports of the full fact tables, for analytics teams and platforms that want the dataset itself, not just an endpoint.

In development

01Spec-matched cross-brand replacement engine
02Parametric finder: query units by capacity, refrigerant, voltage
03Coverage expansion across manufacturers and equipment types

Building on HVAC/R data?

Tell us what you need: API access, agent integration, or the dataset itself.

Request early access