LLM Visibility: Be the Business AI Recommends
LLM visibility is the share of AI conversations that mention your business. When Malaysians ask ChatGPT, Gemini, Claude or Perplexity for a recommendation in your industry, either you show up or a competitor does. We measure this every month, then work to improve it.
Why Measure LLM Mentions
You cannot manage what you cannot see. AI recommendations do not show up in normal analytics. A customer might ask ChatGPT for "a reliable renovation contractor in PJ" and contact the recommended firm. That never appears in any search report. The whole transaction happens inside the AI. LLM visibility tracking makes this hidden channel measurable. We track who gets named, how often, in what context, and whether that is you or your competitor.
How Our Tracking Works
Prompt panel. We build a set of realistic buyer prompts for your business. These cover your services, locations and buyer situations, such as "best X in KL", "affordable Y for small business" and "who should I use for Z".
Multi-engine testing. The panel runs across ChatGPT, Gemini, Perplexity and Claude every month. We record every business mentioned, its position in the answer, and the sources cited.
Competitor benchmarking. We track your mention rate against your top competitors. This is the AI-era version of rank tracking. It shows your share-of-voice trend over time.
Diagnosis and action. When engines skip you, the cited sources tell us why. We see which directories, reviews or articles they trust instead. Those gaps feed directly into that month's GEO and AEO work.
What Moves the Needle
The levers are the full AI SEO stack. This means entity consistency, schema coverage, evidence-rich content, citations from sources AI trusts, and strong classic SEO underneath. LLM tracking is the scoreboard that proves the work is working. It is included in Pro and Enterprise packages, with a one-time AI visibility check free in every consultation.
Frequently Asked Questions
What is LLM visibility?
LLM visibility is how often large language models mention your business. This covers ChatGPT, Gemini, Claude and Perplexity, when users ask relevant questions. It is the AI-era version of search rankings. It can be measured, tracked and improved.
How do you track ChatGPT mentions of my business?
A fixed panel of realistic buyer prompts runs every month across the major AI engines. We record every business named, its position and the cited sources. We then compare your mention rate against competitors over time.
Do people really use ChatGPT to find businesses in Malaysia?
Yes, the demand data says so. Malaysian searches for "ai seo malaysia" grew about twelvefold in the year to July 2026. Businesses do not chase optimization for channels their customers do not use. Direct AI referral data is still limited across the industry. This is exactly why we measure mentions directly instead of guessing.
Can I see what AI says about my business right now?
Yes. Every free consultation includes a one-time AI visibility check. We show you what ChatGPT and Google AI currently say about your business and your top competitors. The results are often eye-opening, and sometimes surprising.
Find Out What AI Says About You
Get a free AI visibility check with every consultation. See what ChatGPT and Google AI tell your customers about you and your competitors.