AI Agents Profit Lab
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C · L · E · A · R
Content Clarity / Labels & Layout / Evidence & Freshness / Actions & Accessibility / Retrieval & Representation

Can AI Agents Understand, Trust, and Recommend Your Website?

Download the free Agent-Ready Website Starter Guide and use the CLEAR 100-Point Audit to find missing product facts, weak proof, ambiguous CTAs, accessibility problems, and machine-readability gaps — on any page you already own.

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Instant Access · No Credit Card · 29-Page Playbook
C Content Clarity
L Labels & Layout
E Evidence & Freshness
A Actions & Accessibility
R Retrieval & Representation

What You'll Walk Away With

1
Discover exactly what AI agents may struggle to understand on your page — before it costs you a shortlist spot.
2
Run the 10-minute browser-agent test with a ready-to-paste prompt — no coding required.
3
Add a Product Decision Card to your sales page, using the exact template and a completed example.
4
Score your website with the CLEAR 100-point framework — five printable scorecards included.
5
Complete a focused 30-minute improvement pass on your most important page.
6
Understand where SEO, AEO, CRO, accessibility, and agentic browsing overlap — and where they don't.

Inside the Guide

FRAMEWORK

The CLEAR 100-Point Audit

Five categories, five checks each, three scoring levels. A complete diagnostic you can run on any page in under an hour.

TEMPLATE

The Product Decision Card

A blank template plus a fully completed example, ready to adapt for your own offer.

TEST

The 10-Minute Agent Test

A copy-and-paste prompt that shows you exactly where a cautious buyer's AI agent gets stuck on your page.

ACTION PLAN

The 30-Minute Upgrade

A step-by-step timeline for turning your audit into real changes on one page, today.

Based on current browser-agent research and official guidance from major search, AI, commerce, and accessibility sources — including a controlled 2026 proof-of-concept comparing task-completion rates on a baseline site versus an agent-ready version. Research current as of September 2026.

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