Built for content teams

AEO Platform for Content Teams

Every piece of content you publish is training data for AI engines—make sure it earns citations, not silence.

Quick answer
Content teams are the engine of AI visibility. Every blog post, product page, help article, and landing page you publish becomes a potential source for AI engines when they generate responses. But there is a critical difference between content that AI engines passively consume and content that AI engines actively cite. Most content—even well-written, well-ranked content—is structurally invisible to AI because it was optimised for human readers and search crawlers, not for AI extraction.
Key stats

AI visibility at a glance

78%
of existing content is structurally invisible to AI engines
5.2x
higher AI citation rate for answer-first formatted content
60%
of AI citations come from just 12% of a typical content library
14 days
average time for content updates to affect AI citations
Pain points

Challenges content teams face with AI visibility

  • No visibility into which content pieces are actually being cited by AI engines—and which are being ignored
  • Content briefs and workflows optimised for SEO but not structured for AI extraction and citation
  • Massive existing content library with no systematic way to identify and prioritise AI optimisation opportunities
  • Difficulty measuring the AI citation impact of content updates, making ROI assessment impossible
  • AI engines citing competitor content for queries where your content should be the authority
  • Unclear content formatting standards: what structure, length, and style do AI engines prefer?
The solution

How AEO Platform helps content teams

1

Citation Tracking shows exactly which of your content pages are cited by AI engines—and for which queries

2

Content Optimisation Scores rate each page's AI-readiness based on structure, clarity, schema markup, and answer positioning

3

AI Content Briefs generate citation-optimised outlines for new content, based on what AI engines currently cite for target queries

4

Retrofit Prioritisation ranks your existing content library by AI citation potential, helping you focus updates where they matter most

5

Before/after tracking measures the citation impact of content changes, proving ROI for AI-optimised content

6

Competitor content analysis shows which competitor pages are being cited and why, revealing patterns to emulate

Key features

Features that matter for content teams

Citation Tracking
Content Optimisation Scores
AI Content Briefs
Content Retrofit Prioritisation
Competitor Content Analysis
Share of Model Tracking
llms.txt Editor
Day in the life

A typical day using AEO Platform

A Content Lead begins the morning by reviewing the weekly Citation Report in AEO Platform. The report shows that a recently published comparison guide is already being cited by ChatGPT and Perplexity for two high-value category queries—a validation of the new citation-optimised content format the team adopted last month. Meanwhile, an older blog post that ranks #1 in Google for a related query has zero AI citations, flagged by the platform as a high-priority retrofit candidate.

During the content planning session, the team uses AI Content Briefs to generate outlines for the next quarter's editorial calendar. Each brief includes the target AI queries, currently cited competitor content, recommended structure and formatting, and specific claims and data points that AI engines are likely to extract. The briefs transform content planning from guesswork into a data-driven process.

In the afternoon, the Content Lead reviews the Retrofit Prioritisation list—a ranked queue of existing content pages sorted by AI citation potential. The top 10 pages represent a combined opportunity of appearing in over 50 high-intent AI queries. The team selects the top 5 for this sprint's optimisation work: adding structured data, restructuring for answer-first formatting, and updating claims with current evidence. Each update is tagged in the platform for before/after citation tracking.

FAQ

AEO for Content Teams FAQ

Get started

Start with the pages and proof that AI can actually use

Run the free audit to see what blocks AI from citing your site. Use the trial when you need ongoing monitoring, attribution, prompt discovery, and team workflows after the first fixes are live.