Free Ecommerce Guide

Are You in the Answer? The 2026 AEO Playbook for Ecommerce

The step-by-step guide to understanding how AI discovers and recommends products, measuring your brand’s visibility, and building your AEO baseline.

AI visibility benchmarks
Diagnostic frameworks
Prioritized AEO action plan

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Complete audit in hours, not weeks

Problems You Will Solve

TRACK
2X+
growth in ChatGPT shopping referrals
SEE
8X
growth in AI referrals to Shopify
COMPARE
~50%
higher conversion from AI-referred PDP visits
MEASURE
6
stages of AI Visibility
IDENTIFY
83%
of “best product” queries showing AI Overviews
BENCHMARK
AI Visibility
against competitors and AI platforms
What’s Inside

The Buying Journey Is Moving Into AI

Understand how AI is changing ecommerce discovery, how recommendations are built, and how to measure where your brand stands before making changes.

CH 01

The Buying Journey Has Moved

See how AI is shifting product research, comparison, and shortlisting before customers ever reach your website.

CH 02

How AI Shopping Actually Works

Learn how LLM answers, AI search, and agentic commerce retrieve, filter, compare, and recommend products differently.

CH 03

AEO Trends Shaping Ecommerce in 2026

Understand the shifts in AI referrals, Google AI, product data, and agentic commerce that ecommerce teams need to watch now.

CH 04

Measure Your AI Visibility

Track AI Visibility Score, Share of Voice, citations, competitor gaps, recommendations, answer accuracy, and commercial performance.

CH 05

Build Your AEO Baseline

Create a focused set of buyer prompts, compare your brand against competitors, and establish a measurable starting point before you optimize.

Why This Guide Makes AEO Easier

AI visibility can feel difficult to measure because every platform behaves differently. This guide gives you a practical way to understand where your brand stands before you start making changes.

What You Can Do

  • See how your brand appears across major AI platforms
  • Compare visibility, citations, and recommendations against competitors
  • Identify where AI is missing or misrepresenting your products
  • Build a focused prompt set around real buyer decisions
  • Establish a measurable AEO baseline for future improvements
ebook
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AI discovery is already influencing which products get researched, compared, and shortlisted before customers ever reach your site.

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