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Technique
integration

Page Optimizer

Page-level optimisation for AI citation readiness means reviewing a URL element by element and fixing what blocks extraction. This page explains the technique.

This capability was part of the paid AEO Platform product, which closed on 2026-10-02. It is not available. This page explains the technique for reference.

Quick answer
Page-level optimisation takes content scoring from assessment to execution. Where scoring tells you what is weak, page-level optimisation tells you exactly what to change, with inline annotations, rewrite suggestions, and structural fixes for a given URL.
How it works

Page Optimizer in detail

Pick a URL and fetch it the way an AI crawler would, without running scripts. Compare that view with the rendered page to find content that only appears after client-side rendering. Then review the page against the five citation readiness dimensions: structure, authority, freshness, entity clarity, and machine parsability.

Make recommendations at three levels. Page-level: heading hierarchy, content length, schema markup, and internal linking. Section-level: does this section answer a prompt clearly, does it define entities explicitly, and is the writing easy to extract? Element-level: image alt text, link anchor text, meta descriptions, and structured data fields.

Write each recommendation as a before and after pair so the change is clear. Rank recommendations by expected impact. For team work, turn each one into a task with an owner.

Benefits

Why Page Optimizer matters

1

Get page-level recommendations that writers and developers can act on immediately

2

See the page as AI crawlers see it, with rendering issues highlighted

3

Iterate quickly: make changes and review again in the same session

4

Prioritise recommendations by expected impact

5

Turn recommendations into structured editing tasks for a team

Use cases

When to use Page Optimizer

A content editor improves a product comparison page by following entity clarity suggestions.
A developer finds client-side-rendered sections that AI crawlers cannot read and moves them to server-side rendering.
An SEO consultant improves five client landing pages in a single afternoon with a fast review loop.
FAQ

Page Optimizer FAQ

Free AI-readiness check

Can AI crawlers read and cite your site?

Run the free check to see technical signals: AI crawler access, sitemap, llms.txt, schema markup, and FAQ and comparison pages. It does not read live AI answers. No account needed.