Top of Austin

Austin / About / How We Work

How we work.

The same public-review-record method the network runs everywhere, applied to Austin's own map: barbecue trailers, taco counters, and the new-American rooms in between, ranked without ads or invites deciding the order.

9.9/10
The Insider Score Exceptional · Calibrated to Austin · Rebuilt weekly · Never for sale

The Insider Score

Every restaurant we cover earns an Insider Score: a single number from 0 to 10, calibrated to this city, rebuilt every week, and never for sale. It is not a raw average of other sites' stars. It is our own trust-weighted, momentum-adjusted, editor-confirmed read of the full review record. It weighs three things.

01Track record

How highly a kitchen rates, across how many diners, over how long. A 4.9 built on three thousand reviews counts for far more than a 5.0 built on thirty.

02Consistency

Whether recent diners still agree with the long-term verdict. A room that holds its standard outranks one coasting on old goodwill.

03Distinction

What a kitchen does that its category does not. The editorial pass that separates a very good taco shop from the one worth crossing town for. This layer is human, and never for sale.

The data

The inputs are the aggregate review record: ratings, review counts, hours, and operating status from Yelp, Google, and TripAdvisor, each used under its licensed terms. This is data journalism. We read what thousands of diners report over time, not one critic's single meal. No signal we use in a live ranking is more than 48 hours old.

A machine layer finds and scores candidates. A human layer confirms them and writes the editorial. Nothing on this site publishes without both passes.

The math

Trust-weighted rating

The rating is the main input, weighted by how much evidence stands behind it. A five-star room with thirty reviews gets pulled toward the city's average; a 4.9 with three thousand reviews holds its ground. It is the same Bayesian weighting IMDb uses for its Top 250: trust a rating in proportion to the sample size it is built on.

Momentum

Among rooms with similarly trusted ratings, the one with more sustained recent traffic edges ahead. It is a tiebreaker, not the main driver. A 4.5 with twelve thousand reviews cannot leapfrog a 4.9 with three thousand, but it can hold its own in the top ten.

The result is a list of restaurants that have both the rating to back it up and enough sample size to prove the rating is real, not a fluke.

The scale

Insider Scores are calibrated per city. The highest-ranked room in Austin sets the top of the scale at 9.9, and everything below scales to that anchor. The three factors and their weights are identical across every city in the network; only the local anchor moves.

We do this because every city's dining scene has its own ceiling. Forcing one global scale would either flatten smaller markets into the sixes and sevens or inflate the biggest ones until every city looked the same. Per-city calibration tells the truer story: this is the best room in this town, ranked against the rooms it actually competes with. A 9.9 in Austin is the best Austin has. It is not a claim about any other city.

What we don't do

No auto-publishing.

Every list and guide is read by an editor before it goes live. The algorithm proposes; the desk decides.

Corrections

Data ages. Restaurants close, change chefs, move rooms. If you spot an error, stale hours, a closed room, a factual mistake in a guide, email the desk and we will fix it. Substantive corrections are logged in the open: the Updated date on the guide changes, and the entry is revised. We do not silently edit published work.

The desk

Algorithms surface the candidates. Editors decide what earns a place, and in what order. Here is who reads the lists.

Boone Calloway
Boone Calloway
BBQ & Heritage Editor

Boone Calloway covers Central Texas barbecue and Texas heritage cooking for Top of Austin — the brisket, the smoke, the meat-market tradition, and the Lockhart-to-Driftwood trail. He works from the public review record, not press dinners.

Sage Whitfield
Sage Whitfield
Chief Critic

Sage Whitfield is Top of Austin's chief critic, covering the new-American and chef-driven scene, fine dining, and where the city's money and tech boom are pushing the table. Analysis is built from the public review record.

Marisol Vega
Marisol Vega
Mexican & Tacos Editor

Marisol Vega covers tacos, Tex-Mex, and interior Mexican for Top of Austin — breakfast tacos, taquerias, queso, and the distinction between Tex-Mex and regional Mexican cooking. An East Austin native.

Malik Foster
Malik Foster
Neighborhoods Editor, Top of Austin

Malik Foster covers Austin's neighborhoods and food-trailer scene for Top of Austin — the East Side, the trailers, the independents, and the city's fast-changing dining map. He writes from the review record.

Kevin Doan
Kevin Doan
North Austin Editor

Kevin Doan covers the North Austin food corridors and the suburbs for Top of Austin — Vietnamese, Korean, Chinese, Thai, Japanese, and Indian rooms along North Lamar and out to Round Rock and Cedar Park.

Unsigned analysis runs under a shared byline, the Top Rated Editorial Team. Signed work carries the editor's name.

Five rooms, every Friday.

The new opening, the sleeper the score just flagged, and the one room worth booking this week. Free.