How we score paving contractors in Cheltenham

The Cheltenham Paving Contractor Guide currently scores 34 paving businesses operating in and around the town. Every score comes from a fixed rubric applied the same way to each listing. There is no manual ranking, no editor nudging a favourite contractor up a slot, and no way for a business to buy a better position. This page explains exactly how the number is built, why we weight it the way we do, and where the method's limits sit.

The five signals, heaviest first

Each business gets a composite score out of 100, built from five measured signals:

• Sentiment (28%): a synthesis of what recent reviews actually say, praise and complaints alike.
• Rating (26%): the business's aggregate Google star rating.
• Volume (20%): how many reviews the business has, log-scaled so ten reviews does not carry the same weight as five hundred.
• Recency (8%): how recently customers have left reviews.
• Completeness (18%): whether phone number, website, working hours and address are all listed and correct.

Why sentiment carries the most weight

A star average on its own can be misleading. Two paving contractors can both sit at 4.3 stars, yet one has a spread of unrelated small gripes while the other has a cluster of recent reviews all describing the same problem: a driveway that cracked within months, a crew that missed the agreed date, a quote that changed once the job started. The star number treats both businesses as equal. Reading what the reviews actually describe is the only way to catch that difference, which is why sentiment is weighted above the raw rating itself. For paving work specifically, where a bad job means lifted slabs or drainage problems that only show up after the first hard rain, spotting a repeated complaint pattern matters more than a single decimal point on a star average.

Why the other signals matter

Rating still counts for a lot, at 26%, because it's the most direct summary customers themselves have given. Volume matters because a contractor with 4 reviews and a contractor with 240 reviews are not equally proven, but we log-scale it so a business doesn't need hundreds of reviews to score well, it just needs more than a handful. Recency matters because paving contractors change crews, suppliers and ownership, and a glowing review from four years ago tells you less than one from last month. Completeness matters for a practical reason: a contractor whose phone number, hours and address are all correct and listed is easier to actually hire, and gaps here often signal a listing nobody maintains.

The honest limits

This method has real boundaries. Businesses with few recent reviews produce a low-confidence score, and we label those listings as such rather than pretending the number carries the same weight as one built on hundreds of data points. We synthesise review themes rather than republishing review text, and we link out to Google so you can read the original source yourself and form your own view. This is a summary tool, not a replacement for checking recent reviews directly before you hire anyone.

Paid placement and editorial review, disclosed

Scores are earned from this rubric and this data, full stop. They are never edited by hand. Where paid placement exists on this site, it is always labelled clearly and it never changes a business's score. Separately, any list where the picks or order involved editorial judgment, such as our best driveway paving list, discloses that directly on the page.

Who publishes this guide

This directory is published by Meridian Guides, running since 2025. Meridian Guides publishes independent city directories across Malaysia covering everyday services, each one built on the same published scoring approach and grounded in public customer reviews. Rankings are not for sale anywhere on the network: sponsored placements are labelled, and no payment ever changes a score. Editorial oversight of the Cheltenham paving rankings sits with Janice, Editor. Listing data is refreshed on a monthly cycle, and each individual listing carries a "last verified" stamp so you can see it's actively maintained rather than left to go stale. You can reach the publisher at hello@meridianguides.my, visit meridianguides.my for other city guides, or return to the Cheltenham directory home.