Traffic rises. Leads do not.
Reporting shows visits and rankings, but not which queries, pages, and search surfaces create qualified demand and revenue.
AI SEARCH OPTIMIZATION / BANGKOK + APAC
Make your brandCITED.
AI Overviews are already answering questions in your category. AI-Search OS combines SEO foundations, AEO/GEO, entity clarity, and Search → Lead → Sale → LTV measurement so your brand is easier to understand, summarise, and reference.
For Business Owners, Managing Directors, C-level leaders, and Marketing Directors who need Search to create qualified demand—not only rankings.
THE SEARCH PROBLEM
Ranking is no longer the whole decision.
You can still rank—and disappear from the moment AI shapes the shortlist.
Many brands have worked on SEO for years but still cannot connect visibility to commercial movement. The missing piece is usually not another backlink package. It is a connected Search operating system.
AI answers the category without naming the brand.
Without answer-ready structure, clear entities, schema, and authority signals, AI can use another source even when your page ranks.
Search is split across too many owners.
SEO, Local, marketplace search, content, development, and measurement are managed separately, so no one owns the full system.
The team cannot see what should be fixed first.
Technical debt, content gaps, entity ambiguity, and authority weaknesses all compete for attention without one priority sequence.
AI-SEARCH OS
LAYER 01
LAYER 02
LAYER 03
One search system. Three connected layers.
SEO remains the foundation. AEO and GEO make the content answer-ready and citable. Measurement connects Search to the business outcome.
Search Foundation
Make the site technically clear, navigable, and aligned to real customer intent.
- Technical SEO, crawl, and index
- Information architecture and UX
- Intent-aligned on-page content
- Local and platform fundamentals
Answer + Entity
Make the brand easy for search systems and AI to understand, trust, summarise, and cite.
- Answer blocks and FAQ hubs
- Brand, product, category, and location entities
- Schema and structured context
- Citation-focused authority assets
Measurement + Experiment
Connect Search to lead quality, sales, and the next decision—not just the ranking report.
- Query → Page → Lead → Sale
- AI-assisted insight synthesis
- Structured content and UX experiments
- Scale, refine, or pause decisions
REAL QUERYSEARCH SURFACEPAGE / ANSWERLEAD / SALELTV + NEXT DECISION
PROOF OF WORK
Search visibility tied to measurable commercial movement.
Work artifacts and published results are used as evidence—not decoration.
SEO SUCCESS CASE / 6 MONTHS
Sorasak Law Firm: authority converted into discoverability.
Technical improvements, high-intent content, schema, and authority building produced measurable growth in organic discovery and user movement.
+1710.1%Organic traffic
+429.3%New users
30%Focus keywords on Page 1
+460.4%Pageviews
Johnson Health Tech
Search and AI visibility connected to measurable audience and ecommerce growth.
60+ AI citations
+314% sessions · +117% online sales year on year
Rama Channel
Search authority at institutional scale, with visibility extending into AI answer systems.
11,000+ AI citations
≈1.2M organic visits per month
AI-SEARCH OS SERVICES
01Discuss the foundation ↗
02Map the surfaces ↗
03Connect commerce search ↗
Start where the constraint is highest.
The service is organised into three execution groups so the programme does not become a larger, unfocused service stack.
Search Foundation + Audit
For brands asking: “Is the site ready to scale?”
- Technical, content, and UX SEO audit
- Brand Entity and GEO audit
- Website SEO foundation and priority journeys
- Local SEO foundation: GBP, NAP, and local pages
AI Search Surfaces
For brands aiming to win classic results, snippets, AI Overviews, answer engines, and local discovery.
- Google SEO strategy and execution
- Answer Engine Optimization (AEO) in Thai and English
- Generative Engine Optimization (GEO) and brand authority
- Multi-surface search: news, video, image, and maps
Platform + Commerce Search
For brands whose customers search across websites, marketplaces, and social platforms.
- Ecommerce category, filter, and PDP architecture
- Shopee and Lazada search optimisation
- On-site search and recommendation improvement
- Search insight routed back into content and commerce
THE FIRST 90 DAYS
01
02
03
04
Install enough structure to create visible search decisions.
The first engagement balances quick wins with the structural work required for AI-era visibility.
Discover + Diagnose
Review technical, content, entity, local, and measurement conditions. Pull real queries from Google, on-site search, and customer-facing channels.
WEEKS 1–3Design the Track
Select the priority clusters and search surfaces. Convert the findings into a 90-day roadmap with clear technical and content priorities.
WEEKS 3–5Execute + Publish
Fix high-impact blockers first. Upgrade priority pages for answer extraction, entity clarity, citation strength, and conversion movement.
WEEKS 5–12Measure + Iterate
Review Query → Page → Lead → Sale, identify the strongest patterns, and decide what should scale, refine, or pause next.
AFTER MONTH 3
OPERATING DIFFERENCE
Traditional SEO reports activity. AI-Search OS governs decisions.
| Decision area | Traditional SEO | AI-Search OS by Vault Mark |
|---|---|---|
| Starting point | Keyword list | Real user queries, intent, entities, and business goals |
| Scope | On-page and backlinks | SEO foundation + AEO + GEO + Local + Platform Search |
| Success measurement | Rankings and traffic | Query → Page → Search → Lead → Sale → LTV |
| Time horizon | Short campaign window | Continuous learning and optimisation across 12–24 months |
| Role of AI | Occasional writing or summaries | Core engine for analysis, clustering, insight, and workflow acceleration |
WHO THIS IS FOR
Designed for teams ready to treat Search as a growth system.
Strong fit
- You want a long-term Search partner, not a three-month package.
- You need Search to create qualified demand, pipeline, and sales.
- You operate across websites, locations, marketplaces, or social platforms.
- You are ready to improve structure, content, measurement, and internal workflow.
Not the right fit
- You treat SEO as cheap backlinks or a short-term shortcut.
- You care about rankings without lead quality or revenue.
- You are not prepared to change the site, content, or operating process.
- You need a guaranteed ranking, citation, or ROI promise.
FAQ
Before the first search decision.
Is SEO still necessary in the age of AI Search and AI Overviews?
Yes. SEO is the foundation that helps systems understand and access the site. AEO, entity clarity, schema, and GEO then extend that foundation so the brand can appear in direct answers and AI-generated summaries.
What is the difference between AI SEO, AEO, and GEO?
AI SEO uses AI to accelerate research, clustering, production, and analysis. AEO structures pages so they can supply direct answers. GEO strengthens the assets and authority signals that make the brand a credible source for generative systems.
Do we need to launch SEO, AEO, and GEO at the same time?
No. The right sequence depends on the current foundation, business priority, and team capacity. The roadmap should normally progress from reliable SEO foundations into answer-ready content, entity clarity, and stronger citation assets.
How long does it take to see business results?
A realistic pattern is 1–3 months for early indexing and impression signals, 3–6 months for clearer qualified-lead and assisted-conversion movement, and 6–12 months for more stable revenue impact in competitive markets. Speed depends on the starting point and implementation pace.
Can Vault Mark work with an in-house marketing or development team?
Yes. Vault Mark can own strategy, audits, AEO/GEO work, and AI-driven insight while the internal team contributes brand, product, customer, content, or development capability. The objective is one shared Search system and one priority sequence.
How is the investment scoped?
Investment depends on site size, markets and languages, competition, implementation model, and data readiness. Most programmes are designed across a 6–12 month horizon with clear scopes for audit, foundation, content, and ongoing optimisation.
WHERE TO START
See what AI-Search OS should fix first for your brand.
Use the first call to review the current search footprint, outline an AI Search Compass, and identify the 90-day priorities across SEO foundations, AEO, and GEO.
01Current search footprint
02Draft AI Search Compass
0390-day priority sequence
04Recommended ownership and measurement path