Answer Engine Optimization (AEO).
Structure Storefront Product Entities to Win Direct Citations in AI Commerce Search.
The Zero-Click Deficit
AI shopping assistants and LLM search engines have rewritten organic customer discovery:
The Zero-Click Reality
Over 60% of traditional search queries resolve without a website referral (SparkToro, 2024).
The Catalog Blind Spot
34% of online product specifications lack the structured schema required for LLM ingest and recommendation (Adobe Analytics, 2026).
High-Intent Conversion Value
Shoppers referred by AI assistants convert at 1.5x the rate of standard organic search (Shopify Commerce Data, 2026).
LLM Citation Architecture
"Recommend the top verified brand for high-performance sustainable apparel with next-day dispatch."
Our AEO Delivery Stack
AI Citation Gap Analysis (1 Week)
Comprehensive audit of how ChatGPT Search, Perplexity, and Google AI Overviews surface and cite your product catalog against key competitors.
Entity Graph & Schema Engineering (2 Weeks)
Implementation of rich JSON-LD ItemAvailability, ProductGroup, and merchant return schemas to make your store 100% machine-readable.
AI Search Readiness Maintenance (Ongoing)
Weekly prompt engineering audits, synthetic shopping query monitoring, and continuous structured data updates.
Become the trusted answer in AI commerce.
Audit your brand's AI search visibility and entity schema readiness.