All states›Methodology

How we collect and check our data

HairBraidingAtlas lists 6,362 braiding salons in 1,300 cities and towns across 49 states and the District of Columbia. This page explains where each listing comes from and what we do to keep it accurate.

Where the listings come from

Business names, addresses, phone numbers and websites start from open geodata: the Overture Maps Foundation places dataset, which includes Foursquare OS Places and OpenStreetMap contributions. We keep hair braiding salons and braiders who work from a salon address, including African hair braiding shops and loc studios that braid; general hair salons, barbershops, beauty supply stores and braiding-hair retailers are not listed here. We remove duplicates (the same name and street in the same city) and drop businesses that are reported closed or that asked to be removed.

A city gets its own page when it has at least two braiding salons; towns with a single listing appear on their state page, so no page is built around one business.

What a listing shows

98% of listings have a phone number and 38% link to the business's own website. Opening hours appear only where the business or its owner has published them. We do not show ratings or reviews, and we do not copy text from other directories.

How features are marked

Locs, natural hair, extensions and kids’ cuts are marked from the salon’s name or business category, or when the salon’s own website names them. Walk-ins are marked only when the salon’s own website names them, and Sunday hours are marked from the opening hours the salon lists. We read the site text with fixed word rules and check samples by hand, and a salon without such words or hours is left unmarked rather than guessed. These marks are applied by software — name rules, wording rules run over each business's own website, and an AI model that reads that website — not written by hand. A mark from a website is kept only when the wording is found on the page, so a business without a mark may still offer the service — call to check.

Corrections from owners

Owners can correct their listing for free — new hours, a changed phone number, a moved address, services they offer. Corrections are applied and the listing is marked "Updated by the owner" with the month. Owners can also ask for a listing to be removed, and the removal is permanent. Write to contact@hairbraidingatlas.com.

How lists are ordered

Top 10 lists and the order of each city page follow how complete a listing is — website, phone, hours, services — and whether the owner has checked it. No business can pay for a position.

How often it is updated

The directory is rebuilt from the current data every night, so owner corrections usually appear within a day. The underlying geodata is refreshed from new Overture releases.