Meridian

Meridian tracks how AI systems — ChatGPT, Google Gemini, Perplexity, and others — describe and recommend a brand, measuring visibility, sentiment, and positioning in AI-generated answers rather than traditional search rankings. Who it's for: marketing and brand teams recognizing that a growing share of product discovery now happens through AI assistants rather than a traditional Google results page, and who want visibility into how their brand is (or isn't) being represented there. Strengths: Website Insights, analyzing how AI crawlers interpret a site and measuring AI-driven referral traffic, addresses a genuinely new and currently underserved measurement gap — traditional analytics tools weren't built to track this. Product-level tracking (which specific SKUs appear in AI shopping results) is a real, concrete use case for ecommerce brands specifically. Weaknesses and limitations: this is a genuinely new category (AI-search visibility measurement) without the years of established methodology traditional SEO tools have — metrics and best practices here are still evolving industry-wide, not unique to this tool. No pricing is published; it's positioned toward enterprise engagement via a "Get Started" / sales conversation. Real-world scenario: a brand wants to know whether ChatGPT or Perplexity is recommending them accurately (or at all) when a user asks for a product recommendation in their category, and wants a way to track that over time as they make changes.