Compare
Both serve content to AI crawlers. The infrastructure depth is what differs.
Scrunch AI and Appear are among the few platforms that actually serve content to AI crawlers — not just monitor. Scrunch's AXP product reformats your existing content for AI consumption. Appear goes further: it generates, serves, and controls the entire AI content delivery pipeline from a single infrastructure layer.
Scrunch reformats existing content for AI crawlers — taking what you already have and restructuring it. Appear generates new AI-optimized content representations and serves them adaptively, creating structured responses tailored to each AI platform's needs.
Scrunch focuses on content reformatting as an add-on to your existing stack. Appear is a full reverse proxy handling crawler detection, content generation, schema injection, and monitoring — a complete infrastructure layer between your site and AI crawlers.
Scrunch's AXP is in limited rollout as they build out their AI content serving capabilities. Appear is production-ready with live deployments across multiple industries — handling real AI crawler traffic at scale today.
Scrunch separates monitoring from serving — different tools for different parts of the problem. Appear combines generation, adaptive serving, and monitoring in one infrastructure layer, giving you a single system that handles the entire AI visibility pipeline.
You want full-stack AI visibility infrastructure in one layer. You need content generation, not just reformatting. You want production-ready infrastructure that deploys via DNS with zero code changes.
You're looking for a focused content reformatting solution. You want to start with AI content serving as a standalone add-on. You're comfortable with a platform still in early rollout.
Appear deploys via a single DNS change and starts optimizing AI crawler responses immediately. No code changes, no redesigns, no engineering lift. Book a demo to see how Appear compares to Scrunch AI for your specific use case.
GEO
GEO is the practice of making your website understandable and citable by AI systems. A complete introduction to what it is, how it works, and why it matters.
Read articleAI Visibility
How LLMs select sources during inference, the role of training data versus real-time retrieval, and the five signals that determine which brands get cited.
Read articleIndustry
The landscape of tools for AI visibility — monitoring, optimization, structured data, and infrastructure — and how they compare across capabilities and approach.
Read articleInstall in minutes. Keep your stack. Improve AI visibility.