Home Services · HVAC Market Intelligence SaaS
ZIP-level market intelligence for where to grow next.
An AI market-intelligence platform for the HVAC and home-services industry — aggregating demand, competition, and demographic signals to score branch-expansion opportunities down to the ZIP code.
The challenge
What they were up against.
An HVAC/home-services operator made branch-expansion decisions on intuition and partial data — no systematic way to compare markets on demand, competition, and demographics.
The signals that mattered were scattered across listings, reviews, permit data, and demographic sources, in inconsistent formats.
What we built
The system we shipped.
Multi-source data pipeline
Aggregation and normalization of demand signals, competitor presence and reviews, permit activity, and demographic data into one analytics-ready model.
AI branch-placement scoring
A ZIP-level opportunity score combining market demand, competitive saturation, and demographic fit — surfacing where expansion pays off.
Decision dashboard
Ranked markets, the factors driving each score, and natural-language summaries for non-analyst operators.
Results
Outcomes, verified from production.
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