Commercial Pool Construction
Commercial pools — hotels, gyms, condo amenities, apartments.
23K permits classified across 6 metros
Browse commercial pool construction permits in Austin →What it covers
Commercial pool permits cover swimming pool construction at commercial-owned properties — hotels, gyms, condominium amenity decks, apartment complex pools, and standalone aquatic facilities. Distinct from residential pool work which is rolled into Residential Alteration today. Seasonal volume; segment is a useful proxy for hospitality + multifamily amenity investment.
How a permit lands in Commercial Pool Construction.
Every silver permit flows through a two-stage classifier. The deterministic stage maps the structured signals — work_class, the normalized permit type, and the building sub-type — into the segment vocabulary where the mapping is unambiguous. The machine-learning stage handles the cases that aren't direct lookups: multi-vocab permit-type strings, ambiguous occupancy spans, and jurisdictions that bundle categories. The segment is the classifier's output, the same axis across every metro — so commercial_pool means the same thing in NYC as in LA even though the upstream jurisdictions emit completely different raw permit-type strings.
When the signal genuinely isn't there, we say so. A row with no assignable segment degrades honestly — to its work-nature, then to its raw source type, and only to “Unclassified” when truly nothing is known. We never guess a segment to fill a gap; an honest Unclassified is the floor, and field-level data-quality flags surface when the classifier had low confidence. That restraint is the point — the classification is only worth selling on if the “don't know” is honest.
Commercial Pool Construction by metro
Where commercial pool construction permits are classified today, ranked by volume. Metros with recent activity link straight into the live browse; the rest show their all-time classified count.
Recent commercial pool construction permits
Real permits classified into Commercial Pool Construction in the last 30 days.
- 1646 N SCOTTSDALE RDPool / Spa$15K2026-06-26Phoenix
- 10151SW 154TH CIRCLE CTPool / Spa$3502026-06-25Miami
- 900 E PARMER LNPool / Spa—2026-06-23Austin
- 900 E PARMER LNPool / Spa—2026-06-23Austin
- 10900SW 104TH STPool / Spa—2026-06-23Miami
- 14351SW 132ND CTPool / Spa$3502026-06-23Miami
Who tracks Commercial Pool Construction.
Commercial Pool Construction is a sales-intelligence segment for building-products manufacturers and their sales teams selling into commercial construction — roofing, HVAC, signage, MEP, and envelope. Filter it by metro, rank the contractors pulling these permits, and see the projects worth selling into — the same way across every covered market.