About Curateria

Reading the reviews so you don't have to.

Curateria is a Melbourne-first dining guide built on AI that actually reads. Every Google review, every Instagram caption, every Reddit thread. Then hands the result to human editors to argue with.

MELBOURNE · LANEWAY · DUSK
The problem

We were tired of SEO blogspam dressed as restaurant recommendations.

Every “best Italian in Melbourne” list reads the same: ten restaurants, half of them paid, the other half copy-pasted from a 2019 listicle. Someone's algorithm decided generic was safer than specific, and now nobody can tell you whether the pasta is actually good. Just that the room is “vibrant.”

Meanwhile, the people who actually know (the ones eating six nights a week, comparing kitchens, watching menus shorten and prices creep) write in scattered places: long Reddit threads, restrained Google reviews, Instagram captions nobody scrapes properly. The signal is there. It's just not being read.

So we built what we wanted to read. An AI that ingests every review and caption across Melbourne, scores each restaurant on five factors, and hands the output to a small editorial team who turns it into a weekly digest, a hundred-and-thirty curated lists, and a search that finally understands what “Korean in Richmond, Tuesday lunch, under $40” actually means.

How it works · Three steps

The score, in detail →
Step 01

We read every review.

Our model ingests Google, Tripadvisor, Reddit, and Instagram captions across every restaurant in Melbourne. Not summarised: read in full, tokenised by dish, scored for sentiment intensity.

Every review, read in full
4.7THE CURATERIA SCORE
Step 02

AI scores each restaurant on five factors.

Food, atmosphere, value, service, positivity. Each fed by a different source mix, weighted by recency and reviewer history. One number, five honest sub-scores.

Read the methodology →
Curateria Editorial
Voice
AI corpus reader
Signal
Melbourne founder
Curation
Step 03

Editorial curates the lists.

The score is a starting point, not the answer. Curateria Editorial · an AI corpus reader plus a Melbourne-based founder · argues with the model and writes the lists you actually want to read.

130 lists · 1 city · monthly refresh
19,248restaurantsEvery Melbourne restaurant we could find a menu for.
155,715reviews readIn full, since launch. Not summarised, not cached.
130curated listsEach one written, ranked, and visited by an editor.
1city, deeplyMelbourne first. We'll do another when we earn it.
A taste of The Lowdown

From the Lowdown · Tipo 00 has quietly become the most-booked Italian in Melbourne. Here's why it earned it.

For three years, Tipo 00 sat in that strange Melbourne bracket: name-checked by every editor, never quite the bowl people fought to book. Then in February the wait list quietly went from “call after 6” to “two weeks, maybe.” The Curateria Score moved from 4.4 to 4.7 in twelve weeks…

→ Read the Lowdown
CE
Curateria Editorial
AI-assisted, founder-curated · Melbourne
Our editorial voice combines an AI that reads every review across Melbourne with the curated picks of a Melbourne-based founder. The AI ingests the corpus; the human argues with it; the lists are what survives that argument.

Start exploring Melbourne.

Or browse one of 130 curated lists, written by humans, scored by AI, visited in person.