Outback Steakhouse vs Texas Roadhouse: AI Share of Voice Comparison

In the latest Famewise run (data as of 2026-08-11), Outback Steakhouse was named in 18 AI answers and Texas Roadhouse in 28, across ChatGPT, Claude and Gemini with web search on and off. Texas Roadhouse holds the larger share of voice. They are named together in 6 answers.

Key data
Outback Steakhouse — answers naming it18
Texas Roadhouse — answers naming it28
Share of voice splitOutback Steakhouse 39% / Texas Roadhouse 61%
Answers naming both6
AI modelsOpenAI GPT, Anthropic Claude, Google Gemini

Updated

Outback Steakhouse tracked
18answers mention it
#4.7avg position
Positive (+0.58)sentiment
Texas Roadhouse tracked
28answers mention it
#4.3avg position
Positive (+0.77)sentiment

Relative share of voice

Of the 46 mentions across the two brands, Outback Steakhouse takes 39% and Texas Roadhouse 61%. They are named together in 6 answers.

How this is measured

Famewise generates the category-level questions consumers ask AI assistants, then asks them to current OpenAI GPT, Anthropic Claude and Google Gemini models — each question with web search on and off. An extraction model records every brand named in every answer, the position of its first mention, and the sentiment toward it. Brands are ranked by visibility: the share of this category's answers that name them at least once. Share of mentions is a different cut of the same data — each brand's slice of every brand mention in the category. Every number reflects the latest scheduled run.

Read the full methodology — sample sizes, formulas and refresh frequency →

Frequently asked questions

Is Outback Steakhouse or Texas Roadhouse more visible in AI answers?

In the latest Famewise run, Outback Steakhouse is named in 18 AI answers and Texas Roadhouse in 28. Texas Roadhouse has the higher share of voice. The two are named together in 6 answers.

How are Outback Steakhouse and Texas Roadhouse measured?

Famewise asks current OpenAI GPT, Anthropic Claude and Google Gemini models the questions consumers ask in these brands' categories — with and without web search — and records every brand each answer names, its position, and the sentiment toward it.

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