AI Search Strategy. GEO + AEO, explained.
Search is splitting in two. Traditional rankings still matter — but AI engines now answer questions directly, and they choose which brands to cite. If your business is not structured for AI retrieval, you are losing visibility to competitors who are.
This page is a strategy hub, not a service page. It explains how the two AI-search disciplines we offer fit together — and routes you to the dedicated service page for the one your business needs first. The two services are Generative Engine Optimization (GEO) → for being cited by ChatGPT, Perplexity, Gemini, and Claude, and Answer Engine Optimization (AEO) → for capturing featured snippets, voice search, and zero-click answer boxes. Most engagements need both, but each starts with a single primary discipline based on where your business is today.
Measurement is productized as Reef Citation Index™ — Nekko's proprietary AI-citation visibility tracker. Every GEO and AEO engagement reports against the Index methodology, and the published quarterly Volumes establish the public benchmark for Hawaii businesses.
INSTRUMENT_01 · STRATEGY_CONSOLE ▸ GEO + AEO · ROUTING SURFACE
Two disciplines, one strategy hub — cassette-era controls for AI-era visibility.
200M+
ChatGPT Weekly Users
61%
CTR Drop from AI Overviews
~50%
Queries Trigger AI Answers
15+
Years in Search Marketing
How AI Engines Decide
Who to Cite.
AI search engines do not rank pages. They retrieve passages, evaluate credibility, and synthesize answers — citing only the sources they trust most.
Query Fan-Out
The AI expands a single user query into 10–20 sub-queries covering adjacent intents, definitions, and comparisons.
Passage Retrieval
Specific passages — not full pages — are retrieved based on semantic similarity. Self-contained sections with clear headings win.
Authority Scoring
Retrieved passages are scored for E-E-A-T signals: author credentials, structured data, corroborating sources, and freshness.
Synthesis & Citation
The AI writes a response from the highest-scoring passages and cites its sources. Being cited requires being the most authoritative answer.
INSTRUMENT_02 · RETRIEVAL_PIPELINE 04_STAGES → CITATION For the full technical deep-dive, read the AI Search Manual or use the AI Search Playbook as a quick reference.
What's the Difference
Between GEO and AEO?
GEO and AEO are not competing strategies — they are complementary layers built on the same foundation of traditional SEO. Each has its own dedicated service page below — pick the one that matches where your business needs visibility first, or contact us to map both into a single engagement.
Generative Engine
Optimization
Get your brand cited by AI engines like ChatGPT, Google Gemini, and Perplexity. We engineer the entity signals, topical authority, and structured data that make AI models choose you as their source.
- surface
- ChatGPT · Perplexity · Gemini · Claude
- lever
- entity authority
- unit
- citation_share
Answer Engine
Optimization
Capture featured snippets, People Also Ask boxes, and voice search results. We structure your content so search engines present your business as the definitive answer.
- surface
- snippets · PAA · voice · AI Overviews
- lever
- answer extractability
- unit
- snippet_ownership
How GEO, AEO & SEO
Work Together
They are not competing strategies — they are layers of the same visibility system. Traditional SEO remains the foundation. For a full breakdown, read GEO vs SEO: What You Need to Know.
| CH_01 SEO | CH_02 AEO | CH_03 GEO | |
|---|---|---|---|
| ▸ goal | Rank in organic results | Be the featured answer | Be cited by AI engines |
| ▸ key signal | Backlinks + relevance | Content structure + conciseness | Entity authority + extractability |
| ▸ measurement | Rankings, organic traffic | Featured snippet wins | Citation frequency, share of model |
| ▸ platforms | Google, Bing | Google Featured Snippets, Voice | ChatGPT, Perplexity, Gemini, AI Overviews |
AI Search Knowledge Base
Guides, frameworks, and analysis from our team — everything you need to understand and execute AI search optimization.
The AI Search Manual: GEO, AEO & Citation Authority
The definitive 12-part field manual for Hawaii businesses on getting cited by ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews — anchored in the Reef Method, the Hawaii AI Citation Index, and our agency casework.
//.framework
AI Search Playbook
Scannable platform reference for GEO and AEO — comparison tables, content frameworks, and a 30-day implementation plan.
Quick Reference →//.checklist
AI Search Self-Audit
41-point interactive site assessment scoring your readiness across structured data, E-E-A-T, content citability, and GEO.
Take the Assessment →//.dataset
Hawaii AI Search Visibility Index
Open methodology and Volume 1 dataset measuring how often Hawaii businesses are cited by ChatGPT, Perplexity, Gemini, and Claude.
View the Data →From the Blog
Latest analysis, frameworks, and tactical breakdowns on AI search.
INSTRUMENT_04 · PLATFORM_MIXER 04_CHANNELS · LIVE Platform-Specific Guides
Each AI engine has its own evaluation criteria. These tactical guides cover what works on each surface — written for owners who want to know exactly which levers move citations on ChatGPT, Perplexity, Google AI Mode, and Google AI Overviews.
How to Rank on ChatGPT
Entity discipline, topical authority, and mention authority — six tactics for OpenAI's flagship engine.
Read →How to Get Cited by Perplexity
Community signals + research-engine framing for the most transparent AI engine — what works on Perplexity.
Read →How to Rank in Google AI Mode
Knowledge Panel discipline + Gemini grounding — winning Google's conversational search surface.
Read →How to Rank in Google AI Overviews
Featured-Snippet DNA + answer-first content + schema — earning citations in the synthesized SERP.
Read →
Is Your Website
AI-Ready?
Our interactive AI Search Self-Audit evaluates your site across 8 dimensions — structured data, E-E-A-T signals, content citability, technical crawlability, topical authority, local signals, brand entity, and AI-specific optimization.
Check items as you audit, get a live score, and see exactly where you stand compared to the 41-point benchmark. It takes about 30 minutes and gives you a clear action plan.
Take the Assessment →▸ ai_ready
Strong foundations. Maintain freshness and monitor developments.
▸ needs_work
Decent foundation with exploitable gaps. Focus on structured data and content citability.
▸ significant_gaps
At risk of AI invisibility. Start with technical foundations and structured data.
Ready to Engineer Your AI Visibility?
Get a free AI visibility audit. We will test your brand across ChatGPT, Perplexity, and Google AI Overviews — and show you exactly where you stand.