Home·Segments·Commercial Pool Construction

Commercial Pool Construction

Commercial pools — hotels, gyms, condo amenities, apartments.

24K permits classified across 6 metros

Browse commercial pool construction permits in Austin
Definition

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.

Methodology

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.

Coverage

Commercial Pool Construction by metro — where it’s moving

Where commercial pool construction permits are classified today, ranked by volume — with each metro’s momentum (the last 90 days vs the prior 90) so you can see where the segment is heating up in your territory. Momentum shows only where we have enough filings to stand behind it. Metros with recent activity link straight into the live browse.

Busiest metro right now: Miami — last 90 days vs the prior 90
Prior 90d166
Last 90d141

-15% vs prior 90d

Alert me when Commercial Pool Construction momentum crosses a threshold.Single-window signal (last 90 days vs the prior 90) — at most once a week, no account.
+%

Email when Commercial Pool Construction momentum in Austin crosses +25%.

Find Commercial Pool Construction contractors near your branchEnter your address — see who’s pulling these permits in your radius.
Recent

Recent commercial pool construction permits

Real permits classified into Commercial Pool Construction in the last 30 days.

  • 9029 E Peterson AvePool / Spa$1.8M2026-08-27Phoenix
  • 7817 W Sh 71Pool / Spa2026-08-27Austin
  • 4812 Gonzales StPool / Spa$98K2026-08-26Austin
  • 1101 NE Miami Gardens DrPool / Spa$1K2026-08-26Miami
  • 3901 SW 138 AvePool / Spa$15K2026-08-26Miami
  • 100 NE 29 StPool / Spa$277K2026-08-25Miami
Who sells into this

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.

← All segments