AI Visibility Benchmark for Australian Brands

What should be benchmarked

Separate mentions, recommendations, citations and referral activity. A brand can be named frequently without being recommended, or cited often without attracting qualified traffic.

Why one score is misleading

Platforms differ in how they retrieve and present information. A combined score can hide important weaknesses, so results should first be analysed by engine, intent and market.

A credible benchmark design

Use a fixed prompt set, a defined competitor group, documented dates and repeated runs. Record whether the answer names the brand, places it in a shortlist, cites a first-party page or uses a third-party source.

How to interpret movement

Persistent gains across several prompts matter more than one favourable answer. Website changes, new third-party references and platform updates should be logged so movement has context.

What Cited keeps proprietary

Our public framework explains what a sound benchmark should measure. The weighting, prompt selection process, quality controls and prioritisation model used in client work are not published.

Define the comparison group first

A benchmark is only meaningful when the competitor set reflects the customer’s real alternatives. Include direct competitors, strong local operators and brands that appear frequently in AI answers—even when they are not the businesses your team normally watches.

Separate visibility from accuracy

A brand can be visible for the wrong reasons or described inaccurately. Benchmarking should therefore track factual accuracy, service relevance and location accuracy alongside mentions, recommendations and citations.

Use change logs to explain movement

Record material website updates, new third-party coverage, review growth and platform changes. Without a change log, an increase or decline may be visible but impossible to interpret responsibly.

How to use the benchmark responsibly

A benchmark is most useful when the same prompt set, locations, platforms and scoring rules are applied consistently over time. Separate a direct recommendation from a passing mention, and record whether the answer includes a source link, accurate business details and relevant context. This prevents a single favourable answer from being treated as broad visibility.

Scores are comparative indicators, not guarantees of future traffic or sales. Platform behaviour changes frequently, and benchmark results should always be reported with the test date, sample, limitations and any material changes to the method.