Does ChatGPT actually recommend your brand?

What is ChatGPT brand visibility?

ChatGPT brand visibility is about how often and how positively ChatGPT mentions your brand when buyers ask questions about your category. It's less about your own prompts and more about what real prospects see when they ask things like:

• "Which AI SEO checker should I use for my SaaS?"
• "Best Perplexity SEO tool alternatives"
• "Tools to monitor ChatGPT brand visibility"

How Spotaq measures ChatGPT brand visibility

1. We design controlled prompts that mirror real buyer questions in your vertical.
2. We check whether ChatGPT mentions your brand, how it describes you, and which competitors it lists alongside or instead of you.
3. We classify the sentiment (positive, neutral, negative) and detect missing or incorrect information.
4. We roll all of this into a SpotAQ score and a written explanation you can share with your team.

Improving ChatGPT brand visibility in practice

Spotaq doesn't just tell you that ChatGPT ignores you; it suggests concrete fixes:

• Content and comparison pages that make it easier for AI to understand your positioning.
• Schema.org markup and clear official-source pages so grounded models can treat your site as a reliable reference.
• Third-party citations and reviews that increase trust in your brand.

Over time, this work helps both AI visibility and traditional SEO: better answers for users and better surfaces for search engines.

Why ChatGPT may prefer your competitors

• Your category language is vague, so the model cannot confidently place you.
• Competitors have more comparison pages, reviews, and public references.
• Your official site lacks strong evidence pages that AI can treat as canonical facts.
• Third-party sources discuss your space without mentioning your brand.

Frequently asked questions