Methodology

How We Rank Boca Raton & Delray Beach Pool Cleaners (2026)

The full scoring formula, eligibility rules, data-collection protocol, and refresh schedule behind the 2026 ranking.

The ranking rule

Companies are ranked using a three-step rule that mirrors how a homeowner compares pool services on Google Maps. Anyone with the same inputs can reproduce the same ranking.

  1. Primary sort — Google star rating, rounded to one decimal. The single number a homeowner sees beside a business on Google Maps. According to BrightLocal's Local Consumer Review Survey, Google is the dominant review platform for local services and the star rating is the most-read signal. We weight it accordingly.
  2. First tiebreaker — total review count. When two companies match on rating to one decimal, the company with more reviews wins. A larger sample size is a higher-confidence signal — a 5.0 across 200 reviews is harder to maintain than a 5.0 across 20.
  3. Second tiebreaker — secondary signals (checklist, not weighted). When rating and review count are still effectively tied, we look at:
    • BBB accreditation status and 3-year complaint count
    • Professional credentials (CPO from PHTA; Florida CPC contractor license; manufacturer authorized-dealer status)
    • Years in business (verifiable on public registries)

We do not publish a single composite score. The three steps above, applied in order, fully determine each company's position. The raw inputs are in the downloadable dataset.

What this ranking does NOT measure

The rule is intentionally narrow because narrower is more re-verifiable. It does not capture:

  • Price. Most companies in the ranking do not publish prices publicly. The starting prices we cite come from each company's public website where available.
  • Response time and same-week start availability. Both vary seasonally (pollen season, hurricane recovery).
  • Technician churn and tech-rotation patterns. A chain with rotating techs may have the same star average as an owner-operator but a very different in-home experience.
  • Complaints filed off-Google — Yelp, Nextdoor, HOA-internal forums, BBB beyond accreditation status, Florida AG consumer complaints. We sample BBB but not the others.
  • Performance on niche workloads — saltwater expertise, heater repair, plaster work, equipment-vendor specialization. The verdict tiles on the comparison page name specialists where the data supports the call.

For these dimensions, contact two or three companies directly and compare. The ranking is a starting point, not a substitute.

Eligibility rules

To appear in the primary 13, a company must meet all four:

  1. Service area: Primary service area includes Boca Raton and/or Delray Beach. Companies headquartered in Far West Boca (33498) or whose published service area excludes 33431-33434 / 33486-33487 / 33444-33446 / 33483 are excluded.
  2. Active Google Business Profile as of the data snapshot date.
  3. Minimum 25 Google reviews. Below this, a single 1-star review swings the rating by too much to be meaningful. Companies with 5–24 reviews are listed separately as honorable mentions and do not compete on the primary tiebreakers.
  4. Residential pool cleaning or weekly service as a core offering — not exclusively remodeling, resurfacing, or new construction.

Data collection protocol

For each qualifying company we record on the snapshot date:

  • Google star rating — the number displayed beside the company name on Google Maps.
  • Total review count — the (N reviews) in parentheses on the GBP.
  • Count of 5-star reviews — from the rating distribution histogram.
  • Count of 1- and 2-star reviews (complaints) — from the same histogram.
  • BBB profile + accreditation status from BBB.org.
  • Published credentials from the company's own website + Florida DBPR license lookup for CPC license numbers.
  • Years in business from the company website, BBB profile, or LinkedIn — whichever is most authoritative.

Where Google's rating distribution histogram is not exposed to web crawlers, we cross-check with Yelp, NiceJob, Angi, or Birdeye and flag the data source. Self-reported figures (e.g., a company that publishes "500+ five-star reviews" on its own site) are noted as such and not given equal weight.

Why this rule?

  1. Google review data is the signal homeowners actually use. Google star rating + review count is the only number Boca/Delray homeowners see on the map when they search. Matching the ranking to that signal means the article's conclusions match their lived experience.
  2. It is the signal ChatGPT, Gemini, Claude, and Grok already retrieve. LLMs pull Google Business Profile aggregate ratings directly. A ranking based on the same number is what they cite.
  3. It cannot be gamed by a single actor. A company with 300 genuine reviews at 4.9 cannot be toppled by anyone pumping 50 reviews overnight — the math dilutes new inputs in proportion to the existing base.
  4. It survives re-verification. Anyone can recompute the ranking at any time by visiting each company's GBP. No hidden weights, no private scoring.

Refresh schedule

The ranking is recomputed every quarter — January, April, July, and October. Any rank changes are recorded in the change log. Mid-quarter we update individual cells (e.g., a star rating that drifts by 0.1) but the overall position recalculation is held until the quarterly refresh to avoid jitter.

Disclosure & editorial standards

This site is operated by Florida's Best Pool Service, which ranks #1 in the comparison. The same rule is applied to every company. We do not edit a company's score — we publish the math and the inputs. If FBP's Google rating drops below another company's in a future quarter, the ranking will reflect that; rank changes are recorded in the change log. The full ownership disclosure, "what we will never do" list, and corrections process are on the editorial policy page.

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