signal — original research

The publication of record on AI commerce.

Most agencies sell what we publish here. The work is reproducible, the methodology is public, and the conclusions hold up to a CFO audit.

ECOMMERCE AEO

AEO Agency for Ecommerce Brands

AgentComerce is an AEO agency helping ecommerce brands improve visibility, citations, and product recommendations across ChatGPT, Google AI Overviews, Gemini, and Perplexity.

12 min read
AI VISIBILITY

How to Get an Ecommerce Brand Recommended by ChatGPT

Learn how ecommerce brands can become more likely to be recommended by ChatGPT through better product data, reviews, third-party evidence, buying content, and systematic AI visibility measurement.
17 min read
STRATAGY

How Do Backlinks, Reviews, Mentions and Digital PR Influence Ecommerce AI Visibility?

Learn how backlinks, reviews, brand mentions, and digital PR influence ecommerce AI visibility—and why the signals outside your website can matter just as much as the content and product data on it.
25 min read
AI VISIBILITY

Best AI Marketing Companies for Ecommerce AEO in 2026

Looking for the best AI marketing companies for ecommerce AEO? We compare leading AEO, GEO, and AI search agencies based on ecommerce fit, technical depth, product data, authority, and AI visibility measurement.
20 min read
STRATAGY

How Does AEO Work for Ecommerce Product Pages and Product Feeds?

Learn how AEO works for ecommerce product pages and product feeds, including structured data, merchant feeds, product information, AI shopping systems, and the signals that can make products easier for AI systems to understand and recommend.
20 min read
AI VISIBILITY

Best AEO Agencies for U.S. Ecommerce Brands in 2026

A practical guide to choosing an AEO agency for U.S. ecommerce brands, including the agencies worth considering, what to evaluate, and what a serious AI visibility program should actually measure.
15 min read
research · 2026

We ran 10,000 shopping prompts. Here's what ChatGPT cites — and what it doesn't.

Ten thousand prompts across forty categories. The patterns in what gets cited — and what gets ignored — are surprisingly consistent.
14 min read
fieldnotes · 2026

The structured data formats that move the needle in AI citations (we tested all four).

JSON-LD, Open Graph, RDFa, and ACP. We tested all four against citation lift in a controlled experiment. Only one mattered.
9 min read
essay · 2026

Why Gen Z's $4,000-LTV cohort doesn't open Google.

The most valuable cohort in DTC isn't running queries on a search engine. They're asking questions in a chat. The dashboards have not caught up.
6 min read