RogueLogic
SEOAEOPaid & AI adsDigital PRAI & automation
AEOLive

Get quoted by the machines your buyers ask.

The schema, entity and answer structure that makes your pages easy for search and AI to quote. A live foundation in every engagement today, with AI-citation tracking as an emerging layer we are building.

Share of answer
ChatGPT91%
AI Overviews62%
Perplexity46%
Gemini29%
Illustrative sample. Your baseline is measured across the assistants in the first fortnight.
The short answer

AEO is the work of becoming the source an AI assistant cites when it answers a question in your category. It runs alongside SEO: the same entity and structured-data foundation, aimed at the passages models quote rather than the links people click. We measure it in citation share and assisted pipeline, never in impressions.

Every discipline is run by the person named on your account and reported the same way. Switch discipline above to see what each one actually involves, and where we have flagged a capability as emerging rather than running.

What AEO involves

Entity & citation audit

Where answer engines currently source your category, and who they credit. The honest starting line.

Answer surface mapping

The 40 to 120 questions your buyers ask machines, scored by commercial value.

Structured data build

Schema, feeds and entity reconciliation so machines can parse you without guessing.

01What we do

AEO, six things, in this order.

01

Entity & citation audit

Where answer engines currently source your category, and who they credit. The honest starting line.

02

Answer surface mapping

The 40 to 120 questions your buyers ask machines, scored by commercial value.

03

Structured data build

Schema, feeds and entity reconciliation so machines can parse you without guessing.

04

Source-worthy content

Primary data and reference pages written to be quoted, not to rank alone.

05

Citation PR

Placement in the sources the models already trust in your sector.

06

Monthly citation tracking

Share of answer across ChatGPT, Gemini, Perplexity and AI Overviews.

What is live, and what is not
We label every discipline: live, emerging, or partner-delivered. The status on this page is the honest one. We will tell you exactly what we can measure and deliver for you before you buy it, and we will not claim guaranteed placement in an AI answer, because nobody can deliver that.
02Is it for you

Worth doing, and not worth doing.

Do this if

Your buyers research with AI assistants before they ever reach a search box.You already have authority worth citing, and want it to surface in the answer.You want to be the named source in your category, not a link buried on page two.

Do not bother if

You have no structured data, content or authority to build on yet. Start with SEO.You want a guaranteed placement in an AI answer. Nobody can deliver that, and we will not pretend to.Your category has no meaningful AI-assisted research behind it.
03What you get

What lands on your desk.

Entity and citation baselineMonth one
Scored answer-surface mapQuarterly
Structured data and feed buildOngoing
Source-worthy reference pagesMonthly
Citation placementsOngoing
Share-of-answer reportMonthly
From £1,800 a month
04How we measure it

Four numbers, reported the same way every month.

Fixed at the start of the engagement so the reporting cannot be reshaped later to flatter the result. Whether they moved or not, they are in the report.

Measure 01

Citation share

How often you are named as the source across the major assistants, tracked question by question.

Measure 02

Assisted pipeline

Enquiries where an AI answer was part of the path, so the work ties back to revenue.

Measure 03

Answer-surface coverage

The share of your priority questions where you appear in the answer at all.

Measure 04

Structured-data health

Whether machines can parse your entities cleanly, the foundation everything else sits on.

05Discipline questions

Asked on every AEO call.

What is AEO?

It builds on the structured-data and entity work already in every SEO engagement: clean schema, consistent entities, and answer-ready content that AI engines can extract. Tracking and improving how AI engines cite you is an emerging layer we are developing, not a guaranteed placement.

06More on this discipline

Everything we have published on AEO.

All insights →

Become the source your buyers' assistants quote.