SERVICE// ai_search_optimization

GEO & AEO agency for brands that need to be the answer.

We engineer your brand into AI answers through two disciplines. Generative Engine Optimization (GEO) gets you named inside ChatGPT, Gemini, and Perplexity. Answer Engine Optimization (AEO) wins Google AI Overviews, featured answers, and voice. Together they decide whether the model puts you in the shortlist it returns.

// ask any assistant for an AI search agency. our own campaign is the demo.

PERPLEXITY / ANSWER.log

> "best serviced apartments in singapore for long stays"

For extended stays in Singapore, three operators consistently stand out: Ascott[1], which offers the widest network of central locations; Citadines[2]; and Frasers[3]. Ascott is most frequently cited for flexible lease terms.

[1] discoverasr.com · cited
[2] discoverasr.com
[3] frasershospitality.com
#1citation share for the client, up from unranked in 90 days.
94%
of B2B buyers used AI in their latest purchase
Forrester, 2026
60%
of searches end without a single click
Bain & Company
4.4×
higher conversion from AI search visitors
Semrush
90%
of brands have zero AI search mentions
Search Engine Journal
// trusted_by
DiscoverASR/Prenagen/Morinaga/Taman Safari/Highfive Global/DOKU/Kompas
// geo :: generative_engine_optimization

GEO: be the brand generative AI names.

Generative Engine Optimization is the discipline of being surfaced, cited, and recommended inside ChatGPT, Gemini, Perplexity, and Copilot, where the model writes the answer and chooses whom to mention.

01

Entity optimization

Make your brand a clean, unambiguous entity in the knowledge graph the models read: consistent naming, attributes, and relationships.

02

Citation-ready content

Structure claims, data, and answers the way assistants prefer to quote: extractable, sourced, and aligned to the prompts your buyers actually use.

03

Off-site authority

Build the third-party mentions, reviews, and references the models weigh when deciding which brand is safe to recommend.

04

Sentiment & framing

Being mentioned matters. How you are mentioned matters more. We shape the framing the model gives you, favorable, accurate, and ahead of competitors.

05

RAG-ready architecture

Structure content the way retrieval systems chunk, embed, and quote it, so the model lifts your answer whole instead of a competitor's fragment.

06

Author entity building

Bylines, profiles, and Person markup that make models attribute expertise to your people, not just your domain.

// aeo :: answer_engine_optimization

AEO: win the answer Google extracts.

Answer Engine Optimization is the discipline of winning the single answer that answer engines extract, Google AI Overviews, featured snippets, and voice assistants, before any link is clicked.

01

Extractable structure

Format pages so answer engines can lift a clean, correct answer: clear headings, direct definitions, tables, and concise summaries.

02

Schema & structured data

Mark up entities, FAQs, products, and how-tos so engines parse meaning, not just text, and trust what they extract.

03

Question coverage

Map the real questions behind each query and answer them on the page, so you win featured answers and voice results.

04

Crawl & render health

The technical foundation that lets AI crawlers reach, render, and trust your pages: the rigor that wins classic rankings too.

05

llms.txt & AI crawler access

The machine-readable site guide AI systems read first, plus the crawler permissions that let them in. Running on this site right now.

06

Bing, the engine behind the engines

Bing feeds ChatGPT and Copilot. We treat it as a first-class surface, tracked and optimized, not an afterthought.

// total_graph_authority

How to engineer visibility.

Brands must exist at the intersection to dominate non-deterministic AI answers.

First-Party Authority

Build deep, well-structured educational hubs on your own domain. Volume and structural utility convert directly to citations.

Social Utility

Treat social as a primary citation channel, not just reach. Optimize Instagram, YouTube, and TikTok for utility and eligibility queries.

FIRST-PARTYTHIRD-PARTYSOCIALTOTALGRAPHAUTHORITY

Third-Party Validation

Fight for the consideration stage. Publish honest comparative content and earn active presence on aggregator marketplaces.

The Intersection

Total Graph Authority, the only position that survives repeated, non-deterministic AI passes.

// seo_x_ai_search

One campaign, two surfaces.

AI visibility without SEO foundations has nothing to stand on. Every assistant crawls your site, reads your structured data, and weighs the authority signals your SEO earned. So we run one program, and you win both surfaces.

[ see seo → ]
SURFACE_01 // google_search

Rank and get the click

Organic rankings
Qualified traffic
Conversions and revenue
SURFACE_02 // ai_answers

Be named and recommended

Citation share
Mention sentiment
AI-attributed traffic
SAME FOUNDATIONcrawl access/entities/content/authority
// storymint :: our_technology

Measured on StoryMint, not screenshots.

StoryMint is our own AI visibility technology. It tracks the named prompts your buyers actually ask, across the assistants that matter in your market, and turns the answers into numbers you can manage.

What your dashboard reports
[✓] AI share of voice vs named competitors
[✓] Citation share per assistant, per prompt
[✓] Mention frequency and recommendation rate
[✓] Sentiment, how the models describe you
[✓] Prompt coverage across your buyer journey
[✓] AI-attributed traffic and conversions

Live dashboards you keep, updated through the engagement. The methodology behind them is published openly on our methodology page.

// how_it_works

A four-step program, measured end to end.

STEP_01

Benchmark

Score your brand vs. competitors across every major assistant on named prompts.

STEP_02

Engineer

Fix entities, structure citation-ready content, close the technical gaps crawlers hit.

STEP_03

Earn

Build the off-site mentions and authority the models weigh when choosing whom to cite.

STEP_04

Measure

Track mention frequency, citation share, sentiment, and AI-attributed traffic, monthly.

// your_geo_agency :: your_aeo_agency

Built for global enterprise campaigns.

Brands bring us in as their GEO agency and AEO agency of record. We run programs across languages, markets, and assistants, plug into your in-house SEO, content, and engineering teams, and report AI visibility in numbers your leadership acts on. One flagship brand or a portfolio of them, the program scales.

The map matters. ChatGPT leads Western markets, Gemini overindexes across Android-first Asia, and Baidu and Naver answer their own markets. We build visibility across that map, natively per language, not translated after the fact.

// faq

Questions, answered

What is AI Search optimization (GEO / AEO)?+
It's getting your brand named, cited, and recommended inside AI answers like ChatGPT, Gemini, Perplexity, and Google's AI Overviews, not just ranking blue links. Generative Engine Optimization (GEO) and Answer Engine Optimization (AEO) shape how assistants understand and quote you.
How is GEO different from traditional SEO?+
SEO wins rankings; GEO and AEO win the answer itself, being the source an assistant extracts and cites. They share technical and authority foundations, but GEO optimizes content for extraction, citation, and the prompts your buyers actually ask.
Can you actually measure AI search visibility?+
Yes. We track a defined set of buyer prompts across the major assistants and report citation share, sentiment, prompt coverage, and AI-attributed traffic every month, so AI visibility becomes a number you can manage.
How long until our brand shows up in AI answers?+
It depends on your topic and existing authority. Structural and content changes often surface within weeks, with gains compounding over a few months as assistants re-crawl and re-learn your entity.
Can you run global, multi-market campaigns?+
Yes, that is where we do our best work. We manage entities, citation-ready content, and off-site authority across languages and regions, coordinate with in-house and regional teams, and report every market in one view.
How do you charge?+
Every engagement is scoped individually from the audit findings. No packages and no fixed menus. Enterprise campaigns run as programs with a scope your procurement team can evaluate.
Which AI platforms do you cover?+
We optimize for ChatGPT, Gemini, Perplexity, Copilot, Claude, and Google AI Overviews and AI Mode, plus Bing as the index behind ChatGPT and Copilot. Benchmarks track the assistants your buyers actually use in your market, including regional engines where they matter.
Do you guarantee citations or placements?+
No, and you should walk away from anyone who does. Models change weekly and nobody controls their output. What we stand behind is the discipline, the measurement, and the compounding trend line our clients watch on their own dashboards.
// start_here :: free

See where you stand in AI before you commit.

You and your top three competitors, run through ChatGPT, Gemini, Perplexity, and Google AI Overviews on twenty named prompts. A 15-page report and a 30-minute walkthrough. No pitch required.

[✓] Benchmarked against 3 named competitors
[✓] Mention share, citation share & sentiment
[✓] Delivered in 5 business days
Request your audit

// no spam. no sales call required.