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Resources / The answer layer

Learn to win the answer.

Field notes, playbooks and methodology on answer engine optimization, how AI engines decide who gets cited, and how to become that source.

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The scan is a static read of how ready your site is to be cited. Answer monitoring is the paid product, this tells you whether the groundwork is in place.

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Field notes and playbooks

FUNDAMENTALS · 7 MIN

What is GEO? Generative Engine Optimization, explained from zero

GEO is how brands get found when buyers ask AI instead of searching. The plain-language primer: what it is, how it differs from SEO, and the five things AI engines actually reward.

TEARDOWN · 9 MIN

Profound vs Peec AI vs Otterly: which AI visibility tracker fits which team

RESEARCH · 8 MIN

Best GEO tools: what generative engine optimization software actually does

PLAYBOOK · 8 MIN

How to choose an AI visibility tool: an 8-point evaluation checklist

RESEARCH · 12 MIN

The best AEO tools in 2026, compared

PRODUCT · 7 MIN

What we get wrong: a methodology note on model-recalled citations

PRODUCT · 8 MIN

The 28-day loop: shipping a fix and proving it moved

The core operating rhythm of AEO work: one declared change, one scoped prompt set, one 28-day window, one measured verdict. Here is the loop end to end.

PRODUCT · 7 MIN

Why a visibility score without attribution is a vanity metric

TEARDOWN · 8 MIN

Reading an AI answer like an analyst: position, framing, hedging

PLAYBOOK · 7 MIN

Should you allow GPTBot? The block-training / allow-search split

RESEARCH · 6 MIN

llms.txt: what it does, what it doesn't, and whether to bother

RESEARCH · 9 MIN

How answer engines choose sources - what the research actually shows

FUNDAMENTALS · 6 MIN

What “share of voice” means when there's only one answer

PLAYBOOK · 7 MIN

Entity consistency: the boring fix that moves AI visibility most

FUNDAMENTALS · 6 MIN

AEO vs GEO vs SEO - one job each, and where they overlap

PLAYBOOK · 7 MIN

How to get cited by Perplexity: what the retrieval layer actually rewards

FUNDAMENTALS · 8 MIN

Why your brand doesn't appear in ChatGPT answers (and how to diagnose it)

Glossary

Answer-engine terms, defined

Share of voice, grounding, retrieval, llms.txt, what each one means and where people get it wrong.

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