§ Resources
The library of agentic commerce.
10 analyses from the Dataïads blog, 12 FAQ questions and 13 glossary definitions — gathered here to streamline navigation. Built for e-commerce managers and heads of digital structuring their GEO and LLMO strategy in 2026.
FAQ
Frequently asked questions
12 answers about agentic commerce, GEO, Schema.org Product, GPTBot and the UCP / ACP protocols.
Read the FAQGlossary
GEO & LLMO vocabulary
13 operational definitions, linked to the reference articles and the methodology.
Open the glossaryTopic
LLMO / GEO
2 analyses
2026-04 · Dataïads ↗
SEO, GEO and AI agents: the Push & Pull playbook for 2026
Combine Push (GMC, UCP, ACP feeds) and Pull (optimized PDP) to get cited by ChatGPT, Gemini, Perplexity and Copilot.
2026-03 · Dataïads ↗
LLMO for e-commerce: when SEO is no longer enough
LLMO optimizes so that LLMs choose your content as a trusted source, beyond traditional SEO.
Topic
Agentic commerce
4 analyses
2026-03 · Dataïads ↗
Sephora in ChatGPT: the first major retail integration
Discovery-first in ChatGPT, checkout at the retailer: the post-Instant Checkout coexistence model.
2026-03 · Dataïads ↗
OpenAI drops Instant Checkout: a pivot toward product discovery
ChatGPT refocuses on discovery; retailers keep the transaction, data and loyalty.
2026-01 · Dataïads ↗
OpenAI Shopping in ChatGPT: a structural challenge for Google
How OpenAI is reshaping the product discovery layer and what it demands from brands.
2026-01 · Dataïads ↗
UCP & ACP checklist: getting ready for agentic commerce
The compliance points on the feed side and the PDP side to enter the Google UCP and OpenAI ACP protocols.
Topic
Product feed
3 analyses
2026-02 · Dataïads ↗
83% of products in ChatGPT carousels come from Google Shopping
Peec AI study on 43,000 products: your GMC feed has become your best cross-channel AI asset.
2026-02 · Dataïads ↗
Why most product feeds stay invisible to AI
Identification, semantics and freshness: the three layers that decide visibility in Shopping and ChatGPT.
2026-01 · Dataïads ↗
Google UCP: the essential Merchant Center attributes
Universal Commerce Protocol: the attributes required to complete purchases in AI Mode and Gemini.