Platform Term · The Optimization Layer

ACO
The optimization layer for the age of AI shopping.

Get your store recommended by AI. Not just found by Google.

Discipline Agentic Commerce OptimizationLayer Purchase
Human Search
Google
↓
10 results
↓
Click
↓
Store
↓
Purchase
SEO GEO ACO
→
AI Commerce
Buyer Intent
↓
AI Agent
↓
Trust
Intent
Data
Recommendation
↓
Purchase
78%
stores failing ACO
13×
AI-referred order growth
0%
High Confidence
The market is still wide open.
The Big Idea

SEO helped people find stores. ACO helps AI choose them.

SEO
Keyword
↓
Ranking
↓
10 links
↓
Human chooses
ACO
Buyer Intent
↓
AI Evaluation
↓
2 to 3 recommendations
↓
AI chooses

SEO competes for clicks. ACO competes for decisions.

ACO vs SEO vs GEO

Three systems. Three different winners.

System
Unit
Output
Winner
The ACO Journey

What does ACO actually optimize?

Not twelve checkboxes. The path an AI agent walks from first contact to completed purchase. Click a step.

Discover
AI Discoverability AI Visibility Prompt Visibility ChatGPT Visibility
Read
AI Readability AI Extractability Machine-Readable Commerce llms.txt
Understand
AI Interpretability Semantic Clarity Retrieval Intelligence Human View vs AI View
Trust
AI Trust Layer Machine Trust Signals AI Trust Graph Recommendation Authority
Compare
Intent Misalignment Semantic Commerce AI Structured Signals Commerce Knowledge Graph
Recommend
Recommendation Share Recommendation Position Recommendation Confidence Recommendation Routing
Act
Agent-Readable Commerce AI Actionability Commerce Protocol Layer AI Recommendation Eligibility
Purchase
Agent Transaction Readiness Agentic Commerce AI Commerce Infrastructure AI Commerce Score
The ACO Engine

One engine, three inputs.

Buyer Intent
↓
ACO
↓
Structure
Trust
Semantics
↓
Recommendation
↓
Purchase
The 12 Checks

Can an AI agent answer these twelve questions?

What is this product?✓
How much does it cost?✓
Is it available?✓
What variants exist?✓
Can I trust this merchant?✓
What are the returns?✓
How fast is delivery?✓
Who is this product for?✓
Why should I recommend it?✓
Can I compare it?✓
Can I buy it?✓
Can I complete checkout?✓
12 / 12
ACO Ready
The Pillars

Five things to optimize. One outcome. One diagnostic.

ACO Audit is not a sixth pillar, it is the measurement layer that tells you which of the five pillars is weak. Recommendation Confidence is not an input, it is the result once all five are in place.

AI Structured Signals
Semantic Clarity
AI Trust Confidence
Agent-Readable Commerce
Commerce Accuracy
↓
Recommendation ConfidenceOutcome AI Commerce AuditDiagnostic
Before / After

Same store, ranked the same in Google.

Before ACO
Google · Ranked #3
Cannot verify price✗
Cannot verify returns✗
Cannot understand variants✗
Cannot transact✗
After ACO
Google · Ranked #3
Product understood✓
Price verified✓
Trust verified✓
Intent matched✓
Transaction possible✓
Same store. Different machine.
The Failure Mode

ACO in one story.

Buyer asks
Best trail running shoes for wide feet under $120
✓ Found store
✓ Read product
✓ Checked price
✗ Could not verify returns
✗ Could not verify inventory
NEXT MERCHANT →
ACO Fixed
✓ Found
✓ Read
✓ Verified
✓ Compared
✓ Recommended
✓ Purchased
Measurement

ACO is what you optimize. AI Commerce Score is how you measure it.

ACO is not a competing score next to the AI Commerce Score. ACO is the discipline. The AI Commerce Score is the number that discipline produces.

ACO
↓
Structured Signals
Semantic Clarity
Trust
Commerce Accuracy
Agent Readiness
Intent Alignment
↓
AI Commerce Score™
↓
Recommendation outcomes
↓
Revenue
The Outcome

From optimization to revenue.

ACO Optimization
↓
AI understands
↓
AI trusts
↓
AI recommends
↓
AI agent acts
↓
Purchase
↓
Revenue

ACO turns machine-readable commerce into measurable recommendation and transaction outcomes.

How ACO Works

An interactive lab.

Fix a signal on the store side and watch what the AI agent becomes capable of on the other side.

Your Store
Schema✓
Pricing✗
Trust✓
Intent✗
Checkout✗
ACO Engine
AI Agent
Can understand✓
Can trust✓
Can recommend?
Can transact✗
Evolution

How the optimization layer keeps moving.

SEO
Search
GEO
Generative answers
ACO
Agentic commerce
The Playbook

Most stores fail in the same six places.

Tap or hover a card to see the fix.

01
PRICE
"Starting around $30"
→ AI cannot reliably compare
02
RETURNS
Hidden in JavaScript
→ AI cannot verify
03
VARIANTS
Ambiguous
→ AI cannot select
04
TRUST
Human-visible only
→ AI cannot confirm
05
POSITIONING
Generic
→ AI cannot match intent
06
CHECKOUT
Human-only
→ Agent abandons
State of AI Commerce · May 2026
45
AVG SCORE
52%
SCORES BELOW 50
0%
SCORES AT 85 OR ABOVE
72%
MISSING TRUST SIGNALS
The average store is not competing for recommendation yet. It is still trying to become eligible for it.

Is your store built for AI?

See what AI can read, trust, recommend, and act on.

Free · No signup · No credit card · Results in 10 seconds
SEO made websites discoverable.
GEO made content visible to AI.
ACO makes commerce recommendable.
Welcome to Agentic Commerce Optimization™.
Go deeper into the vocabulary
AI Commerce AuditThe diagnostic behind every ACO score Agent-Readable CommerceThe infrastructure an AI agent needs to buy Agentic CommerceThe buyer-side shift ACO is preparing stores for AI Commerce InfrastructureThe full stack ACO sits on top of Recommendation ConfidenceHow strongly AI recommends a store once ACO is in place llms.txtThe file AI systems check first