About Lamanify GEO | GEO Pillar Hub →

We Help Malaysian Brands Become The Default AI Answer

Lamanify is Malaysia's specialized web engineering and Generative Engine Optimization (GEO) provider. We build high-converting digital infrastructure that ensures your business gets cited and recommended by ChatGPT, Perplexity, and Google AI Overviews.

Who We Are & What We Do

Bridging the Gap Between Search Engine Marketing & AI Conversational Retrieval

Founded by Azri Omar, a UK-graduated engineer, Lamanify was built on a single core principle: digital marketing and web performance should be engineering-driven, predictable, and measurable.

As search behavior shifts from typing keywords into Google to asking complex prompts in ChatGPT and Perplexity, traditional SEO agencies are struggling. Lamanify combines modern web engineering (Astro, TypeScript, Tailwind) with advanced Generative Engine Optimization (GEO) to guarantee your business remains visible in conversational search results.

Sub-1.5s

Mobile Core Web Vitals Performance

100% Valid

JSON-LD Entity Graph & Schema Wiring

The Lamanify GEO Guarantee

"When high-intent prospects ask AI engines for recommendations in your industry, your company should be cited first. We build the passage density, entity graphs, and co-occurrences that make AI engines select your domain."

Azri Omar, Founder & Managing Director ✓ Verified Entity
Value & Business Impact

How GEO Directly Benefits Your Growth

Four tangible reasons why investing in Generative Engine Optimization delivers compounding digital ROI.

Zero-Click Visibility Protection

As Google AI Overviews reduce traditional SERP link clicks, Lamanify ensures your brand is synthesized directly inside the top AI summary card as an authoritative cited source.

Machine-Readable Entity Wiring

We construct explicit JSON-LD entity graphs linking your organization to Wikidata, SSM registries, and industry databases, eliminating AI hallucinations and building model trust.

High-Intent Buyer Acquisition

Capture corporate decision-makers and patients who use conversational prompts in ChatGPT and Perplexity to generate immediate, multi-parameter service shortlists.

Compliance-First Architecture

Built-in regulatory alignment (KKLIU, PDPA, MOH guidelines) ensures your AI search presence complies with Malaysian advertising standards while maintaining sub-1.5s mobile speed.

Our Methodology

The Lamanify 4-Step GEO Process

How we systematically audit, optimize, and track your brand's presence in conversational search.

01

AI Citability & Entity Audit

We test 30+ prompt variations across ChatGPT, Perplexity, and Gemini to benchmark your brand's current AI mention rate, entity graph gaps, and source citation health.

02

Passage & RAG Chunk Engineering

We restructure core service content into high-density 40-60 word answer blocks immediately under H2 question headers, optimizing for vector embedding retrieval.

03

Schema & Knowledge Base Wiring

We deploy validated Organization, Service, and FAQPage JSON-LD microdata with sameAs verification attributes to anchor your machine-readable identity.

04

AI Citation Tracking & Optimization

We continuously sample generative search prompts, tracking referral traffic in GA4 and refining passage co-occurrences to maintain top AI recommendations.

Ready to Make Your Brand The #1 AI Recommendation?

Schedule a strategy call with Lamanify to receive a custom AI citability report for your business.

Hi there 👋 If you have any questions about Lamanify, let me know!