Every feature you need for AI-driven growth.

Meridian is a complete command center to measure, optimize, and improve your AI search presence.

Brand analytics.

Visibility scores

Track how often AI recommends your brand and monitor your share-of-voice.

Citation tracking

Pinpoint the content influencing how AI platforms describe your brand.

Competitive benchmarking

Compare your AI footprint directly to your competitors.

Sentiment Insights

Discover the exact themes and sentiment AI uses when talking about you.

Trends & analysis

Analyze visibility changes over time, by region, topic, or language.

Platform contrast

See how your brand shows up across major AI platforms.

Website insights.

Crawling insights

Understand when and where AI crawlers are visiting your site.

Content Performance

Identify your best and worst-performing pages in AI results.

AI traffic attribution

Measure how AI-driven search converts to real engagement.

Technical optimization

Ensure your site is structured for maximum AI visibility.

AI content submission

Submit fresh content directly to AI engines to stay ahead.

Improvement actions.

Content GAPS

Analyze what topics, formats, and pages are driving citations for your competitors in LLM responses, then receive prioritized content ideas designed to outperform them.

Third-Party Content

Identify high-impact external sites where your brand should be mentioned or linked to improve your visibility in AI-generated answers.

Refresh Content

Manage existing content updates to ensure you stay top-of-mind with AI recommendations.

Social Conversations

See which threads AI is using to talk about your industry and join the discussion.

Product-level tracking.

Keyword discovery

Uncover high-impact prompts driving AI shoppers to your product categories.

Competitor analysis

Learn which rival products dominate and how to win.

Visibility monitoring

See which products appear in AI-powered results and spot new trends.

Retail coverage

Close gaps and increase the reach of your products across platforms.

From our blog.

We’re exploring at the edge of AI, attention, and visibility. Read what’s shaping our thinking.

How Meridian Helps You Win

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What is Answer Engine Optimization (GEO)?

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How AI Search Is Transforming Brand Discovery

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