Comergent AI
SHOPIFY-NATIVEBest for Shopify-native revenue attribution
The only platform on this list built natively as a Shopify app. Every AI-referred order gets tagged by source directly in your Shopify admin, revenue and order value, not just mention counts. Covers all five major platforms and includes catalog enrichment (Agentic Feed), AI Storefronts, and MCP/ACP/UCP agent commerce protocol support.
TryProfound
Best for enterprise AEO monitoring and original research
The strongest authority and content operation of the group, running near-daily posts, original data studies, and a free AEO Report tool. Built for enterprise marketing, PR, and content teams across any industry, not Shopify-specific and no revenue attribution.
Peec AI
Best for AI search analytics with data exports
General-purpose AI search analytics for marketing teams: prompt tracking, competitor benchmarking, and CSV/Looker Studio exports. References MCP availability but no documented order-level attribution or Shopify integration.
Scrunch
Best for AI-optimized page delivery at enterprise scale
Enterprise AI search visibility platform with 500+ customers (Lenovo, Skims). Its Agent Experience Platform (AXP) delivers a lightweight, AI-parseable version of pages without changing the human-facing site. General-purpose, no Shopify integration or revenue tracking.
AthenaHQ
Best low-cost entry point for AEO reporting
AEO/GEO platform with a free tier and a $295/month Starter plan, the cheapest option here. Includes a Shopify integration for publishing AEO-optimized blog content and GA4-based traffic attribution, but doesn't tag individual Shopify orders.
Paz.ai
Best for multi-platform ecommerce beyond Shopify
Shopify-native like Comergent AI, with catalog optimization and a permanent free tier for small catalogs. Covers three AI platforms (ChatGPT, Google AI, Perplexity) versus five, and has a head start supporting Adobe Commerce and Salesforce Commerce Cloud.