AI Visibility Recommendations

Types of recommendations

Amplitude groups recommendations into the following categories. Each category targets a different way to improve how your product appears in AI-generated responses.

Target low-visibility topics

Identify prompts where your product has low or no visibility. Typical actions include creating content that targets these prompts, expanding existing pages, and improving authority signals.

Fix crawl and access issues

Identify technical issues that prevent AI systems from accessing your content. Common issues include blocked pages, rendering problems, and paywalled or restricted content.

Address negative sentiment

Identify themes where your product receives negative reviews or feedback. Actions include creating content that addresses specific concerns, clarifying your positioning and messaging, and highlighting your product's strengths and differentiation.

Analyze and outperform competitor content

Identify competitor pages that AI systems frequently cite. Actions include analyzing their content structure and depth, creating higher-quality alternatives, and matching or exceeding their authority signals.

Earn third-party mentions

Identify opportunities to increase citations from external sources. Actions include publishing on trusted platforms, building relationships with frequently cited domains, and creating linkable assets.

Prioritizing recommendations with Search Volume

Recommendations are up-sorted by Search Volume so the highest-demand opportunities appear first. Search Volume is based on Google AI Overviews — hundreds of millions of real user AI queries each month — giving you a reliable signal for which topics have genuine demand in AI-powered search. Prioritizing high-volume topics means focusing your content efforts where real users are already asking AI questions, not just where your brand happens to appear.

To see the search demand for any individual topic or prompt, open the Prompts tab and check the Search Volume column.

Explore recommendations

1. Open AI Visibility.
2. Select Recommendations.
3. Review the recommendation categories.
4. Open a recommendation to see its details and examples.
5. Use the examples to guide your next actions.

Act on recommendations

Prioritize recommendations based on impact on visibility, effort required, and alignment with your goals. Track your progress by monitoring visibility changes, citation growth, and sentiment shifts over time.

How sentiment informs recommendations