How we built splashpadhub.com
This page is for journalists, AI engines, and skeptical visitors. We explain where the data comes from, what "verified" means here, what we don't know yet, and how to reach a human if something is wrong. SplashPadHub is in its first season — we'd rather be honest and improve than oversell.
Last reviewed: 2026-05-10
Data sources
The directory currently lists 866 verified splash pads across 51 states and 476 cities. Listings come from three primary sources, in roughly this order of weight:
- City and county park websites — direct municipal sources for hours, season, and amenities. The most authoritative input we have.
- Public databases and open data portals — open parks data, GIS extracts, and state-level recreation indexes where available.
- Parent and community submissions — verified reports from families on the ground, routed through /submit.
Independent industry estimates put the U.S. total at roughly 5,000–7,000 publicly accessible splash pads. Our 866 entries represent a 12–17% sample of the national universe — a meaningful starting cross-section, not a complete census. We add cities every week.
What "verified" means here: at least one independent source (city page, parks GIS layer, or matched parent report) confirms the pad exists at the stated address and is publicly accessible. It does not guarantee current operating status — splash pads close mid-season for repairs, and we depend on visitor reports to catch that.
How we categorize features (toddler zone, shade, restrooms, accessibility, parking, indoor): we mark a feature only when a source explicitly mentions it. If we don't know, the field is blank. We do not infer features from photos, names, or guesses. Currently 100% of pads have written descriptions and 100% carry the verified badge.
Editorial principles
We don't fabricate ratings, reviews, or features.
Every star rating and amenity flag is sourced. If we cannot source it, it does not appear on the page.
We seed sample reviews — and label them.
A small number of editorial sample reviews exist on new pads to demonstrate the review format. Each is flagged with `seeded: true` in our data and visually marked. They are replaced as real visitors submit reviews.
We label paid vs free honestly.
Roughly 98% of our directory is free admission. Where a fee applies, we mark it `paid` or `small-fee` and quote the dollar amount we have on record.
We update seasonally.
Splash pads are seasonal. We push a refresh pass before Memorial Day and Labor Day every year, and we accept off-season closure reports any time.
We respect parent submissions.
We never publish a submitter's email or contact info. We use submissions only to verify pad data, and we credit communities — not individuals — in changelogs.
We don't sell user data.
We don't sell, rent, or trade visitor data, email addresses, or submission records. See /privacy for the full policy.
How we update
Quarterly review cycle. Every quarter we re-check city park sources for hours, season dates, and any pads that have been added or closed.
Submission queue with 1–2 week verification. Every parent submission gets cross-referenced against city park records before it goes live. Most clear in 7–14 days. Bad-faith or unverifiable submissions are quietly dropped.
Seasonal status updates. Pre-Memorial Day (open) and pre-Labor Day (close) sweeps update the 51-state seasonal status pages with current operating windows.
Closure notes. When we know a pad is closed for repairs or permanently, we surface the note on the pad page rather than silently delisting.
Internal data validation. An automated audit (bun run validate) checks coordinates, schema integrity, and feature consistency before every deploy. Today 100% of pads have geocoordinates.
Known limitations
We are intentionally transparent about what we don't have yet — most of these will improve with each quarterly cycle.
Photos are mostly placeholders.
Roughly 48 pages display real Wikimedia Commons photos. The rest use generated SVG illustrations. Real photography is rolling in over the 2026 season as parents submit and as we partner with parks departments.
Some coordinates are city-centroid estimates.
Where a city park source did not publish exact coordinates, we use the city centroid as a fallback. These pads are flagged internally for refinement and are progressively replaced with precise locations.
Some pad descriptions are AI-assisted.
Short descriptive blurbs are sometimes drafted with AI assistance and then fact-checked against city park sources. We do not generate features, ratings, or reviews this way — descriptions only.
Reviews seeded at launch are clearly labeled.
Pages may show a small number of editorial sample reviews flagged `seeded: true` until real visitor reviews arrive. These are not anonymous user reviews and never count toward aggregate ratings.
Coverage is uneven.
We cover 51 states + DC, but density varies widely. Cold-climate and rural states are under-represented in this first season. We'll close the gap over 2026.
Independence
SplashPadHub is not paid or sponsored by any city, parks department, manufacturer, attraction, brand, or trade group. No entry in this directory is paid placement. There is no premium tier that buys better ranking.
Affiliate disclosure. The /shop page contains affiliate links to summer-essentials products on Amazon and similar retailers. We earn a small commission on qualifying purchases at no cost to you. Affiliate links are clearly marked per FTC guidelines. Affiliate revenue does not influence directory rankings, feature flags, or which pads we cover.
No gifts, no trips, no "premium placement." We do not accept gifts, sponsored trips, or paid placement from cities, parks, or any commercial party in exchange for editorial coverage.
Contact us
A real human reads every email. Use the channel that matches your need:
Wrong address, hours, fees, closures, accessibility, missing pad.
Journalists, researchers, parks-and-rec trade press, interview requests.
You can also submit a pad or correction through the form — no signup required.
Related pages
- About SplashPadHub →Why we built this and who runs it.
- Press room →Brand assets, pull-quotes, founder bio.
- Privacy policy →What we collect and what we don't.
- Changelog →What changed and when.