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Written from Austin, TX — M. Umair Mansha, founder of Optimize Plus, distilling live SEO and AI-search engagements with Austin and Central Texas businesses into an operating manual.
Pillar guide

The AEO / GEO Playbook

A step-by-step playbook for earning citations in AI Overviews, Perplexity, and ChatGPT search.

Audience
SEO practitioners and content leads shipping AI-search optimisation work.
Outcome
A repeatable process that moves a page from unknown to cited in 30–90 days.
Meta
22 min read
Updated June 2026
TL;DR
  • ·Score every candidate page with our AI search readiness scorecard before you touch it.
  • ·Answer clarity in the first 100 words is non-negotiable.
  • ·Entity signals are the invisible ranking factor for generative surfaces.
  • ·Track citation share weekly on a curated query set.
Chapter 01

What answer engines actually cite

Answer engines cite pages that (a) directly answer the query, (b) come from a recognisable entity, (c) sit inside a topical cluster. Miss any one and citations don't stick.

Chapter 02

The AI Search Readiness Scorecard

Four axes: answer clarity, entity strength, topical placement, freshness. Score each 0–3. Pages at 9+ are citation-ready; 6–8 need rework; below 6 need consolidation.

Chapter 03

Rewriting for answer clarity

Move the answer to the top. Cut hedging. Use tables and lists where the answer is structured. Add a summary paragraph if the content is long.

Chapter 04

Strengthening entities

Organization schema on every page. Person schema on author pages. sameAs to authoritative profiles. Wikidata entry where feasible.

Chapter 05

Cluster placement

A cited page rarely sits alone. Verify the pillar exists; add 4–6 supporting pages; internal-link with descriptive anchors.

Chapter 06

Measuring citation share

Curate 200–500 queries per client. Check weekly. Track share, position within the drawer, and downstream branded-search lift 7–14 days later.

Chapter 07

A 30–60–90 timeline

Days 1–30: audit, matrix score, prioritised backlog. Days 31–60: top-of-page rewrites, schema deployment, entity graph. Days 61–90: cluster reinforcement, first citation wins, measurement rhythm.

Put it into practice

Want us to run this plan for you?

This guide is how we think. A 30-minute conversation is how we translate it into a program you can budget against.

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