EchoRank

Real test — Croydon, VIC

We Asked AI Who the Best Italian Restaurant in Croydon Is. Here's Exactly What It Said.

Live AI search test · result published unedited

Most advice about “AI search visibility” stays vague. We wanted to show you the real thing instead — so we ran an actual test, live, and we're publishing the unedited result.

The test

We asked an AI search engine the same question three different ways, the way a real customer would:

  1. “Who is the best Italian seafood restaurant in Croydon, Melbourne?”
  2. “Can you recommend a top Italian seafood restaurant near Croydon, Melbourne?”
  3. “I'm looking for a highly recommended Italian seafood restaurant in Croydon, Melbourne — who should I consider?”

The business we tested: Casalinga, a family-run Italian seafood restaurant on Maroondah Hwy, Croydon.

3/3Named by AI
100Visibility score

The result

Casalinga was named in all three answers — a perfect score. Here's what the AI's reasoning actually said, condensed:

What the AI said

The AI called Casalinga the “Leading & Authentic Italian Seafood Restaurant” in the area, and pointed to it being named “Best Seafood Restaurant 2024 in Eastern Suburbs.” It backed this up with a specific detail: Casalinga is ranked #15 of 76 restaurants in Croydon on Tripadvisor, based on 226 reviews.

It also named two competitors — Rowanos Restaurant and Bella Piatto — but was clear that neither was “highlighted for seafood” the way Casalinga was. Other seafood spots came up too, but the AI noted they weren't Italian-focused, so they didn't compete for the same search.

Why this matters

Casalinga didn't get named because it paid for an ad, and not because someone manually submitted it anywhere. It got named because the AI found clear, specific, matching information about it already sitting on the open web — a defined specialty (Italian seafood), a recognisable award claim, and enough third-party reviews to back up the claim.

That's the actual mechanism. Not luck, not magic — specific, verifiable information that an AI engine could confidently repeat.

What this means for your business

If you run a local business, this is the test worth running on yourself. Most businesses have never actually seen what AI says about them — they assume silence, when the real answer could be a competitor's name instead.

We built a tool that runs this exact test on your business, for free, in about a minute.

Get your free AI Visibility Snapshot →