AI-first research
AI platforms are now the first stop for buyer research across every industry.
Thomas Thong’s GEO Framework
CITE — The GEO Framework
A practical four-pillar system that helps Singapore brands earn citations, recommendations, and trust inside ChatGPT, Google Gemini, Perplexity, Claude, and Google AI Overviews.
No fluff. No lock-in. Built for Singapore businesses.
CCitations
IIntent
TTrust
EEntity
Citations · Intent · Trust · Entity Ecosystem
Search is changing. Is your brand ready?
Generative AI engines now answer buyer questions directly. Winning the answer means showing up before the click.
SEO is not enough
Traditional SEO alone can’t control what LLMs say about your brand.
Trust before the click
Brands that appear in AI answers win trust before a visitor ever reaches their site.
LLMs pull from citations, reviews, knowledge graphs, and authoritative sources. CITE organises those inputs into a clear, repeatable system that any Singapore business can act on.
CITE = A System for AI Visibility
GEO is the practice of optimising your brand so generative AI engines cite and recommend you. CITE is the framework Thomas Thong uses to make that work structured, measurable, and repeatable.
C
Citations & Sources
Ensure AI engines find consistent, authoritative mentions of your brand across the web, directories, press, and owned properties.
- Digital PR and guest bylines
- Local business listings
- Industry directories and partner pages
I
Intent Mapping
Align content with the exact questions, problems, and buying stages your Singapore audience asks in conversational search.
- Question-led FAQ expansion
- People Also Ask mining
- Voice-search-friendly answers
T
Trust Signals
Build reviews, credentials, case studies, and third-party validation that LLMs interpret as credibility.
- Review generation workflows
- Testimonials and case-study pages
- Credential badges and media mentions
E
Entity Ecosystem
Establish a clean knowledge-graph presence so AI understands who you are, what you do, and who you serve.
- Schema markup on key pages
- Consistent name, address, phone and bio
- LinkedIn and Google Business Profile alignment
Pillar 01
C — Citations & Sources
Large language models build answers from what they can verify. When your brand is repeatedly cited by trusted websites, directories, news outlets, podcasts, and research, the engines treat you as a credible source.
- Digital PR and guest bylines
- Local business listings and industry directories
- Partner and supplier page mentions
- Podcast appearances and earned media
Singapore example
A dental clinic in Orchard appears in health directories, The Straits Times features, and Google Business Profile — so Gemini confidently recommends it.
Pillar 02
I — Intent Mapping
Conversational search is question-led. Buyers ask “how,” “which,” and “what is the best” before they ever type a product name. Intent mapping builds content around those exact moments.
- FAQ expansion around real buyer questions
- People Also Ask and related-query mining
- Voice-search-friendly, answer-first formatting
- Pillar-and-cluster content architecture
Singapore example
An accounting firm ranks for “How do I file corporate tax in Singapore?” and gets recommended by Perplexity.
Pillar 03
T — Trust Signals
AI engines read reviews, ratings, certifications, awards, and public case studies as signals of reliability. The more validated your brand appears, the more likely an LLM is to recommend you.
- Review generation and response workflows
- Testimonial and case-study pages
- Credential badges and accreditation logos
- Media mentions and transparent pricing
Singapore example
A renovation contractor with 4.8-star Google reviews and CASE accreditation is favoured in ChatGPT recommendations.
Pillar 04
E — Entity Ecosystem
An entity is the sum of facts AI knows about your brand. If your name, founders, services, and locations are inconsistent across platforms, LLMs get confused and may skip you. A clean entity ecosystem fixes that.
- Schema markup and structured data
- Unified name, address, phone, and bio
- LinkedIn Company Page and Crunchbase alignment
- Clear About statements and consistent brand descriptions
Singapore example
A fintech SaaS company’s name, founders, and product definitions match across Crunchbase, LinkedIn, and its own site — so Claude cites it accurately.
How the CITE Framework Works
A repeatable cycle: understand where you stand, prioritise the highest-impact fixes, build the assets, and measure the results.
1
Audit
Benchmark current citations, intent coverage, trust signals, and entity presence.
2
Map
Identify priority AI platforms, buyer questions, and authoritative sources for your industry.
3
Optimise
Build content, citations, structured data, and review workflows aligned to CITE.
4
Measure
Track AI answer appearances, citation wins, mention sentiment, and qualified enquiries.
Results of a CITE-Powered GEO Strategy
The framework is built for outcomes you can see in search data, brand mentions, and inbound leads.
Own the AI Answer
Appear inside recommendations before competitors are even considered.
Compound Authority
Every citation and trust signal reinforces the next, making results more durable over time.
Defensible Differentiation
Harder to copy than paid ads or keyword stuffing because it is built on real brand proof.
Measurable Pipeline Impact
Tie GEO activity to branded searches, referral traffic, and qualified leads.
Built for Singapore Growth Brands
CITE is designed for businesses that win when customers trust what AI says about them.
SMEs & Local Retailers
Shops, clinics, and service counters that depend on local discovery and reputation.
Explore solutionsConsumer Service Brands
F&B, wellness, education, and lifestyle brands where recommendations drive bookings.
Explore solutionsB2B & Professional Services
Legal, accounting, SaaS, and consultancies that need authority in complex buying cycles.
Explore solutionsOwners & Marketing Leaders
Founders and growth leaders who want practical AI-search results, not hype.
Explore solutionsSee Where Your Brand Stands in AI Search
Get a free CITE assessment. We’ll score your Citations, Intent, Trust, and Entity Ecosystem and send you a 5-minute action plan.
Ready to put CITE to work?
Book a 1-to-1 GEO consultation with Thomas Thong, GEO Consultant & Account Manager at Hashmeta AI Pte Ltd.
Name
Thomas Thong
Company
Hashmeta AI Pte Ltd
Location
Singapore
Phone