Section 1: Product price and capability comparison table (Rozz insights list)
Pages: 1-1This document section provides a product-by-product comparison of AI visibility tools, focusing on three capability areas and pricing. Each listed product includes fields for whether the product tracks prompts or visibility signals, whether the product fixes content or site outputs, and whether the product serves content to users or converts content into alternate formats. The comparison also records the management model as either self-serve (including trials) or sales-led (enterprise custom), and it captures entry pricing in plain text and in readable “USD per month” where available. For each product, the section also includes a pricing source URL and a field indicating whether paid pricing is readable without JavaScript. Some entries specify partial fixes or partial serving, and several entries explicitly note missing information such as “Not stated” for tracking or serving. Pricing entries vary in structure, including free trials, “Custom” enterprise pricing, named tiers with monthly rates, bundles, and “from” pricing. The section includes products such as Profound, Otterly.AI, Peec AI, Semrush AI Visibility Toolkit, Ahrefs Brand Radar, AthenaHQ, Scrunch, Writesonic, AirOps, Ryze AI, Readable, Publive AXP, Mersel AI, Appear, LightSite AI, Cloudflare Markdown for Agents, and Rozz, along with the provided publisher and reuse terms.