# Branded vs Unbranded Prompts: Definition and Why They Matter **Definition:** Branded prompts are AI questions that name your company, such as "Is Acme good for agencies?" Unbranded prompts describe a need without naming any brand, such as "best project software for agencies." Tracking unbranded prompts shows whether AI engines recommend you to buyers who don't know you yet. **Published:** September 30, 2026 **Author:** Connor Lahey --- ## Branded vs unbranded prompts: how they differ The difference comes down to who picks the brand. In a **branded prompt**, the person asking picks it: "What does Acme cost?" or "Acme vs Globex for agencies" puts your name in the question, so the answer is about you by default. In an **unbranded prompt**, the AI engine picks it. "Best project management software for agencies" names nobody, and the engine decides which brands make the list. | | Branded prompt | Unbranded prompt | |---|---|---| | Example | "Is Acme good for agencies?" | "Best project software for agencies" | | Who picks the brand | The person asking | The AI engine | | Typical buyer | Already knows you | Still comparing options | | What it measures | Accuracy and sentiment | Whether AI recommends you | A prompt that names only a competitor, such as "alternatives to Globex," counts as unbranded for your brand, because the engine still has to decide on its own whether to include you. ## Why the split changes every metric Branded prompts return your brand almost every time, and unbranded prompts rarely do. Here's how wide the gap was across brands tracked in Searchable in the 30 days to September 17, 2026: | Measure (3,736 brands) | Branded prompts | Unbranded prompts | |---|---|---| | Median mention rate | 93.1% | 6.8% | | Middle half of brands | | 1.3% to 18.7% | The branded rate was higher for 99.1% of those brands. These are brands that track their AI visibility in Searchable, so the figures describe that user base rather than every brand on the market. In practice, a mixed prompt set inflates your numbers. If a third of your tracked prompts name your brand, your [AI visibility score](https://www.searchable.com/glossary/ai-visibility-score) and [AI share of voice](https://www.searchable.com/glossary/ai-share-of-voice) will look much healthier than your real position with new buyers. It can hide changes too, since a real drop on unbranded prompts can disappear behind steady branded results. ## Why unbranded prompts are the metric that matters Unbranded prompts are where AI engines shape a buyer's shortlist. Someone asking for "the best payroll software for restaurants" hasn't chosen yet, and the brands named in the answer are the ones that get a look. If you only show up when people already type your name, you aren't winning new demand. Branded prompts still have a job. They show whether AI engines get your pricing and features right, and whether you come off well in comparisons. A wrong answer to "Is Acme HIPAA compliant?" can cost a deal with a buyer who was nearly there. So track branded prompts for accuracy and [AI brand sentiment](https://www.searchable.com/blog/ai-brand-sentiment), and unbranded prompts for reach. ## How to build each prompt set Unbranded prompts should come from real buying questions in your category. Most fall into a few shapes: - Category questions: "best [category] for [audience]" - Problem questions: "how do I [problem your product solves]" - Comparison questions that name competitors but not you: "alternatives to [competitor]" - Buying-criteria questions: "[category] with [feature] under [price]" Write each question a few different ways. Buyers phrase the same need differently, and the answer can change with the wording. Branded prompts should cover what buyers check right before they commit, like pricing, reviews, integrations, head-to-head comparisons with named competitors, and whether you fit their use case. ## How Searchable labels branded prompts Searchable marks a prompt as branded when its text names your brand or any of its tracked alternative names and product lines. A filter lets you look at unbranded prompts on their own (or branded ones), so the two sets don't blur into one number. You can switch the label on any prompt by hand, and a manual label stays in place when prompts are classified again. The [Prompts feature](https://www.searchable.com/features/prompts) shows the label next to every prompt you track. For how the split fits into a full measurement plan, see our guide to [AI brand visibility](https://www.searchable.com/blog/improve-ai-brand-visibility), where we first published this data. ## Frequently asked questions ### What is a branded prompt? A branded prompt is a question to an AI engine that names your company or product, such as "Acme vs Globex" or "Is Acme worth it?" Because the brand is in the question, the answer almost always mentions it. ### What is an unbranded prompt? An unbranded prompt describes a need or category without naming any company, such as "best CRM for small law firms." The AI engine picks which brands to mention, so these prompts show whether it recommends you on its own. ### Should you track branded or unbranded prompts? Track both and report them separately. Unbranded prompts show whether AI engines recommend you to new buyers, and branded prompts show whether they describe you accurately to people who already know your name. ### Is a prompt that names a competitor branded? Not for your brand. A prompt like "alternatives to Globex" names a competitor, so from your point of view it behaves like an unbranded prompt: the engine still decides whether to include you. ### Why is my AI visibility so much higher on branded prompts? Because the question already contains your name, the engine has little choice but to mention you. Across 3,736 brands tracked in Searchable (30 days to September 17, 2026), the median brand was named in 93% of answers to branded prompts and 7% of answers to unbranded ones. ### How many of your tracked prompts should be branded? There's no fixed ratio. Unbranded prompts should make up most of the set you use to measure visibility, because they show whether AI recommends you to people who haven't heard of you. Keep a smaller branded set to check that engines describe your pricing and features accurately, and report the two separately. ## Related terms - [Prompt tracking](https://www.searchable.com/glossary/prompt-tracking): Prompt tracking is running a fixed set of buyer questions through AI engines like ChatGPT and Perplexity on a schedule, then recording which brands and sources appear in each answer and where they rank. Comparing the same prompts over time shows whether your AI visibility is rising or falling. - [AI visibility score](https://www.searchable.com/glossary/ai-visibility-score): An AI visibility score is the percentage of tracked AI answers that mention your brand. You divide the answers that name you by every answer in your tracked prompt set, including answers that name no brand at all. If your brand appears in 30 of 100 tracked answers, your AI visibility score is 30%. - [AI share of voice](https://www.searchable.com/glossary/ai-share-of-voice): AI share of voice is the percentage of all brand mentions in AI-generated answers that belong to your brand, measured across a fixed set of prompts. Each brand counts once per answer it appears in. If brands are named 200 times across your tracked answers and 50 of those mentions are yours, your share of voice is 25%. - [AI brand mentions](https://www.searchable.com/glossary/ai-brand-mentions): AI brand mentions are the times an AI engine like ChatGPT or Google AI Overviews names your brand in an answer. A mention counts whether or not the answer links to your website. That's the difference from a citation, where the engine credits a specific page as its source. - [AI visibility](https://www.searchable.com/blog/improve-ai-brand-visibility): How often AI engines bring up your brand when people ask about your category, and how accurately they describe it. --- [AI Search Glossary](https://www.searchable.com/glossary) | [Searchable Homepage](https://www.searchable.com)