How we score paving contractors in Cheltenham

What this page is

This is the methodology behind the Cheltenham Paving Contractor Guide, a directory currently covering 36 paving contractor businesses in and around Cheltenham. It sets out exactly how each business gets its composite score, why we weight the signals the way we do, and where the approach falls short. Nothing here is decorative: if a number appears next to a business name in this directory, it came from the process described below.

The five signals, heaviest first

Every business gets a score out of 100, built from five measured signals. We list them here in order of weight because the order itself tells you what we think matters most when you're choosing someone to lay a driveway, patio or path.

Sentiment: 28%

This is the largest single factor, and deliberately so. Sentiment is our synthesis of what recent reviews actually say: the themes that keep coming up, whether that's praise for tidy edging and reliable timekeeping, or complaints about drainage problems, cracked slabs, or a crew that didn't come back to fix a snag. A star rating on its own can't show you this. Two paving contractors can sit at the same 4.4 stars while one has a string of recent reviews all mentioning the same unresolved issue, and the other doesn't. Averages flatten that difference; reading the reviews themselves is the only way to catch it. That's why sentiment carries more weight than the star rating itself.

Rating: 26%

The Google aggregate star rating still matters a great deal, it's the single most visible signal to most people searching for a contractor, and it reflects the overall balance of happy and unhappy customers over time. We treat it as a heavyweight input, just not the whole story.

Volume: 20%

A rating built on five reviews and one built on two hundred are not equally trustworthy, even if both sit at 4.8 stars. We log-scale review volume so that going from, say, 10 reviews to 40 counts for something real, while going from 400 to 800 doesn't swamp every other signal. This rewards businesses with a genuine track record without letting sheer size dominate the score.

Recency: 10%

Paving work, staffing and management can all change in a couple of years. A contractor with strong reviews from 2019 and silence since tells you less than one with steady, recent feedback. Recency nudges the score toward what customers are experiencing now, not five years ago.

Completeness: 16%

Whether a listing has a working phone number, a website, published hours and a full address. This isn't a courtesy tick box: incomplete listings are harder to verify and often harder to actually contact, and that's a real practical cost to you as a customer.

Where confidence runs low

Some businesses in this directory have very few recent reviews. When that's the case, we label the score as low-confidence rather than pretend it carries the same weight as a business with a deep, recent review history. Treat those scores as a starting point for your own checks, not a final word.

We also don't republish reviews wholesale. What you read in our summaries is a synthesis of themes we found in the public reviews, and we link out to Google so you can read the original source yourself and form your own view.

Scores are earned, not bought

Every score on this page comes from the rubric above, applied to public review data and public business information, and nothing else. Paid placement, where it exists anywhere on this site, is always labelled clearly and never changes a business's score. If a particular list, such as our driveway paving best-of list, involved any editor judgment in picks or ordering, that's disclosed on the page itself. This page describes the default, data-driven scoring used across the directory.

Who's behind this

The Cheltenham Paving Contractor Guide is published by Know Cheltenham, run by a local business owner with two decades based in the town. The directory draws on published review data and public business listings, and rankings are earned through the quality reflected in that data rather than through payment. Listings are rechecked and refreshed every month so the picture stays current. The aim is straightforward: give Cheltenham residents a fair, accurate read on local businesses, built from real customer experience rather than marketing.

Editorial oversight of the rankings sits with Ethan Fischer, Research Lead. If you spot something out of date, or you run a paving business covered here and want to flag an issue, reach the team at hello@knowcheltenham.com. You can also head back to the Know Cheltenham home page to browse other local directories.