Every feature you need for AI-driven growth.
Explore Meridian’s feature set for measurable visibility, control, and momentum in every AI-driven search moment.





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 on across 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.

What drives us forward.
We’re building at the edge of AI, attention, and visibility, and we’re thinking out loud as we go. Read what’s shaping our thinking.
Ready to accelerate your growth with Meridian?



