Branded vs unbranded prompts: what's the difference?

Branded vs unbranded prompts compares two kinds of questions people ask AI assistants. A branded prompt names a brand, as in "Is Asana worth it for a small team?". An unbranded prompt only describes a need, as in "best project management tool for a small team". Unbranded prompts show whether ChatGPT, Gemini or Copilot recommend you unprompted.

	Branded prompt	Unbranded prompt
What it contains	A brand, one of its products, or a misspelling	A need, a category or a problem
Example	"Is Asana worth it for a small team?"	"Best project management tool for a small team"
Who asks it	People who already know the brand	People who may not know it yet
What it tests	What engines say about you	Whether engines recommend you at all
Your mention	Almost certain, since you are named	Earned, answer by answer

What branded and unbranded prompts share

Branded and unbranded prompts go through the same machinery. Engines that search the web retrieve and cite pages for both, the answers vary from run to run, and the same metrics apply: mention rate, average position and cited pages. Both also draw on what third parties write about you. A branded prompt such as "What do you know about [Your Brand]?", which Ahrefs suggests asking each assistant, surfaces the same reviews and forum threads that shape your place in unbranded shortlists.

Where branded and unbranded prompts differ

Branded and unbranded prompts measure different things. Google's definition for Search Console is a useful start: a branded query includes "your brand name", its variations or misspellings, and "brand-related products or services". Google adds that branded queries typically bring higher click-through rates, while non-branded queries "show how new users find your content". Compared across a category, the volume of branded searches gives marketers another metric, share of search.

The same split holds in AI answers. A branded prompt nearly always produces an answer about you, so it tests accuracy and tone, not visibility. An unbranded prompt makes you compete for a place in the shortlist. Averaging the two together inflates your mention rate. Comparison prompts ("X vs Y") sit in between: branded, yet competitive.

Do you need both branded and unbranded prompts?

Yes, for different jobs. Unbranded prompts are your visibility scoreboard: they show whether engines recommend you to people who have never heard of you, and they should make up most of a tracked set. Branded prompts are your reputation check: they catch outdated prices, wrong features or a harsh framing before prospects read them. A brand that only tracks branded prompts will see flattering numbers and learn little.

How to measure branded and unbranded prompts

Keep the two kinds apart from the start. In Hawkscan, put branded and unbranded prompts in separate categories: each category gets its own scores, and a click on it filters the page. Then read the answers themselves. Hawkscan shows the full answers from ChatGPT, Microsoft Copilot, Gemini and Google AI Mode for every tracked prompt, so you can check what a branded prompt says about you and who wins the unbranded ones.