Pool Robots data library
13 products across 3 brands, built from public storefront catalogs. Free pages show aggregates and samples; the licensed dataset carries the full rows with per-value provenance.
Get the Pool Robots dataset
CSV + XLSX + JSON with 13 normalized rows, per-value provenance, data dictionary and change log.
$79 starter · $199 full license · View license, pricing & free sample →
What the data shows
Across 13 products from 3 brands, the median listing price is $15 and the observed range is $7–$500. The largest brand collections are Beatbot (8 products), Aiper (4 products), Hayward (1 products). The most completely published numeric fields are coverage sqft (76.9%), runtime min (76.9%), capacity l (69.2%), weight lb (46.2%), so those are the cuts a buyer can filter on today; fields with lower coverage are listed in the data dictionary and are the target of the next collection pass. This build is quality tier lite and every populated value carries a source URL, quote and fetch time in the licensed bundle.
How to use this library
Filter the licensed CSV/XLSX by brand, category or spec thresholds; every row keeps its
source_url and qa_flags columns so an analyst can verify or exclude a value before
using it. The free pages below show aggregates and samples only; the paid bundle adds the full row set, the
provenance file and the data dictionary.
Brands in the library
| Brand | Products | Median price |
|---|---|---|
| Beatbot | 8 | $43 |
| Aiper | 4 | $7 |
| Hayward | 1 | — |
Field coverage
| Field | Rows with value |
|---|---|
| coverage_sqft | 76.9% |
| runtime_min | 76.9% |
| capacity_l | 69.2% |
| weight_lb | 46.2% |
| warranty_months | 46.2% |
| mah | 30.8% |
| battery_voltage | 23.1% |
| frequency_ghz | 23.1% |
| ip_rating | 23.1% |