Whitepapers
In-depth DeepLumen white papers on agentic commerce, AI-readable product data, and how AI shopping agents discover, evaluate, and recommend Shopify products.
DeepLumen White Papers
In-depth research on agentic commerce, AI-readable product data, and how AI shopping agents discover, evaluate, and recommend products.
White Paper5,000+ words
Agentic Commerce Readiness Benchmark: Score AI Shopping, Checkout, and Post-Purchase Readiness
A practical scoring system for measuring whether an ecommerce brand is ready for AI-mediated discovery, recommendation, conversational selling, checkout, post-purchase support, and governance. Read online or unlock the PDF by email.
White Paper8,000+ words
ChatGPT-User vs OAI-SearchBot vs GPTBot: The Ecommerce AI Traffic White Paper
AI traffic is no longer one thing. A practical model for ecommerce, SEO, GEO, analytics, and engineering teams to separate crawl access, live retrieval, crawler governance, AI readability, and recommendation readiness.
White Paper3,000 words
AI Shelf Benchmark: Measuring Recommendation Readiness in AI Shopping
The AI shelf is the generated answer inside AI shopping assistants. This white paper defines a benchmark framework for measuring which brands are visible, understandable, comparable, and recommendable when shoppers ask AI what to buy.
White Paper8,000+ words
Shopify AI Visibility: Why Catalog Inclusion Is Not Recommendation Readiness
Catalog inclusion is the entry ticket; recommendation readiness is the competitive layer. Read the white paper online or unlock the downloadable PDF version by email.
White Paper8,500 words
Agentic Page Is AI-Readable: The Infrastructure Layer for AI-Native Commerce
Why Agentic Pages are becoming the AI-readable infrastructure layer for ecommerce — reducing corpus units, improving AI readability, and exposing structured context for AI agents.
White Paper8,000+ words
Agentic Commerce: The White Paper for AI-Native Product Discovery, Evaluation, and Purchase
How AI agents discover, evaluate, recommend, and help users buy products — and what merchants need to understand about AI-readable product data, Shopify Catalog, ACP, UCP, and GEO.
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