# Introducing ADE GenCite: Our Specialized Generative Engine Optimization Division | ADE Marketing Insights > We have established ADE GenCite as our dedicated GEO division on aiseomalaysia.my, operating the proprietary GenCite Framework for AI visibility. URL: https://ademarketing.my/insights/introducing-ade-gencite-our-specialized-geo-division/ Last-Modified: 2026-05-22 Author: Adam Yong news # Introducing ADE GenCite: Our Specialized Generative Engine Optimization Division We have established ADE GenCite as our dedicated GEO division on aiseomalaysia.my, operating the proprietary GenCite Framework for AI visibility. By Adam Yong · 22 May 2026 · 4 min read ![The ADE GenCite division launch: the parent ADE Marketing logo alongside the GenCite Framework illustration](/images/featured/ade-gencite-division-launch-banner-with-chatgpt-ge.webp) Today we are formalising what has quietly been the most-asked-for ADE Marketing service of the past 18 months: ** Generative Engine Optimization (GEO) [/geo/ →](/geo/) ** for Malaysian businesses, now delivered through our specialised division **ADE GenCite**. This post documents why the division exists, what it covers, and how it sits inside the ADE Marketing brand architecture. ## Why a separate division, not just a service line If you have followed ADE Marketing [/about/ →](/about/) since 2020, you know our shape: a search marketing company that also builds proprietary SaaS. Over the last two years, AI search has gone from a thought experiment to a measurable share of buyer discovery. ChatGPT, Google Gemini, Perplexity, Claude, and Google AI Overviews now answer enough commercial queries that brands which are invisible inside them are bleeding share. We could have added “GEO” as a fourth bullet on the SEO services [/seo-services-malaysia/ →](/seo-services-malaysia/) page and moved on. We chose the harder path: a dedicated division with its own brand, its own domain, its own methodology, and its own client engagement workflow. The reason is content isolation. GEO is not a sub-set of SEO. The execution patterns overlap on the substrate layer (schema, entity coverage, authority), but the surfaces being optimised are completely different, and the tactical content for each lives in completely different keyword universes. Mixing the two on one site would muddy both. Splitting them lets ADE Marketing stay the strategic parent brand and ADE GenCite stay the tactical AI visibility shop. ![The GenCite Framework: G-E-N-C-I-T-E seven-step methodology diagram](/images/content/gencite-framework-seven-step-methodology-diagram-g.webp) ## What ADE GenCite delivers The methodology is the GenCite Framework, which I developed over 2024–2025 while running early GEO engagements. It maps to the acronym G-E-N-C-I-T-E: > **G:** Gauge baseline AI visibility · **E:** Engineer technical AI readiness · **N:** Narrate content for AI extractability · **C:** Connect entities and citations · **I:** Influence reviews and citation building · **T:** Talk in community presence channels · **E:** Evaluate via monthly monitoring Every step is wired to BrandPeek [/technology/brandpeek/ →](/technology/brandpeek/) for measurement. BrandPeek is the AI visibility monitoring SaaS we built in 2024. It tracks brand citations across 14+ AI models and gives us the same kind of objective measurement that Google Search Console gives us for organic search. | Phase | Deliverable | | --- | --- | | Baseline | BrandPeek AI visibility audit + competitor comparison | | Technical | Schema, llms.txt, structured data, AI extractability fixes | | Content | Citation-worthy structured content + entity coverage | | Distribution | Citation building + community presence + review building | | Monitoring | Monthly AI visibility reporting | If you want the full tactical detail (pricing tiers, execution timelines, case context), that all lives on ADE GenCite, per the content-isolation rule above. ![BrandPeek dashboard showing citation rate lift across ChatGPT, Gemini, and Perplexity after GenCite execution](/images/content/brandpeek-dashboard-screenshot-showing-citation-ra.webp) ## How this affects ADE Marketing clients For existing and prospective ADE Marketing clients, nothing changes operationally. If you engage us for SEO and GEO together, we coordinate the work through ADE GenCite while running SEO [/seo-services-malaysia/ →](/seo-services-malaysia/) and SEM [/google-ads-agency-malaysia/ →](/google-ads-agency-malaysia/) in parallel at the parent level. You get one accountable practitioner (me) and one consolidated monthly report. If you only want GEO, no SEO, no SEM, you can engage ADE GenCite directly and bypass the parent shop entirely. Same team, same methodology, just routed through the specialised brand. If you are still figuring out whether GEO matters for your stage yet, our SEO vs GEO comparison guide [/guide/seo-vs-geo-malaysia/ →](/guide/seo-vs-geo-malaysia/) is the right place to start. **Want to talk about AI visibility for your brand?** Get in touch with ADE Marketing [/contact/ →](/contact/) and we will route you to the right division based on where your search programme actually needs to start. ## More insights events ### Private GenCite Framework Briefing: Kuala Lumpur, July 2026 An invitation-only briefing on the 7-step GenCite Framework for Malaysian business owners and marketing leaders evaluating GEO. [Private GenCite Framework Briefing: Kuala Lumpur, July 2026 →](/insights/gencite-framework-briefing-kuala-lumpur-2026/) seasonal ### Planning Your 2026 H2 Search Marketing Budget: A Malaysian Operator's Guide How to allocate H2 2026 search budgets across SEO, SEM, and GEO for Malaysian businesses preparing for the year-end conversion window. [Planning Your 2026 H2 Search Marketing Budget: A Malaysian Operator's Guide →](/insights/2026-h2-malaysian-search-marketing-budget-planning/) case studies ### How We Grew a Regional Travel Client's Revenue 283% in 10 Months A breakdown of the SEO strategy that took a Malaysian travel operator from a flat traffic plateau to RM307,000/month within ten months. [How We Grew a Regional Travel Client's Revenue 283% in 10 Months →](/insights/how-we-grew-a-travel-client-revenue-283-percent-in-10-months/) Reply within 1 business day ## Want this kind of practitioner detail applied to your account? ADE Marketing engagements are built around honest reporting, real practitioner work, and the proprietary tools we wrote ourselves. Talk to Us arrow\_forward [/contact/ →](/contact/) View Case Studies [/case-studies/ →](/case-studies/) Or call 016-699 9355 [tel:+60169699355 →](tel:+60169699355) during business hours (Mon–Fri 9am–6pm MYT).