# How to Get Cited by ChatGPT: A Practical Checklist > Source: https://shakalakaa.my/blog/how-to-get-cited-by-chatgpt-malaysia · Updated: 2026-11-07 · Market: MY [Strategy](https://shakalakaa.my/blog/category/strategy) # How to Get Cited by ChatGPT: A Practical Checklist A business either gets named when someone asks an AI assistant "who should I hire for X in Malaysia," or it doesn't. [shakalakaa team](https://shakalakaa.my/about/editorial)Published 26 July 2026 · 6 min read Last updated November 2026 Quick answer Getting cited by ChatGPT, Claude or Perplexity depends on checkable things: AI crawlers allowed to access your site (robots.txt), structured schema data, a direct extractable answer near the top of key pages, and third-party citations building the trust signal AI models weigh alongside your own site. This checklist is scoped inside our GEO layer. Here is the checkable, practical list of what actually decides which side of that line you land on. A business either gets named when someone asks an AI assistant "who should I hire for X in Malaysia," or it doesn't — and which side of that line you land on depends on specific, checkable things, not luck. ## Step 1: Confirm AI crawlers can actually reach your site Before anything else, verify your robots.txt file explicitly allows GPTBot (OpenAI), ClaudeBot (Anthropic), PerplexityBot and Google-Extended — a page an AI crawler can't fetch can never be cited, regardless of how well-written the content is. This is the single most common, and most embarrassing, GEO failure: a genuinely excellent page sitting behind an unintentional crawler block nobody noticed. Check yours free with the [AI visibility checker](https://shakalakaa.my/tools/ai-visibility-checker). ## Step 2: Give AI crawlers a curated shortlist An llms.txt file at your site's root points AI crawlers to your most important, citable pages in a format built for AI consumption. Most competing sites in most Malaysian categories don't have one yet — see the [llms.txt explainer](https://shakalakaa.my/blog/llms-txt-guide-malaysia) and build one free with the [llms.txt generator](https://shakalakaa.my/tools/llms-txt-generator). ## Step 3: Add structured schema data Organization, Service, FAQPage and BreadcrumbList schema make your content machine-parseable — an AI model can confirm what your business is, what it offers, and what questions it directly answers far more reliably from structured data than from parsing prose alone. This is also standard technical SEO practice, so building it serves both disciplines at once. ## Step 4: Put a direct, extractable answer near the top of key pages An AI model typically quotes or paraphrases a short passage rather than reading and synthesising an entire page. A hedged, buried, or heavily qualified answer is far less likely to get extracted than a direct statement with a specific figure or fact near the top of the page — the "quick answer" box format used throughout this site exists specifically for this reason. ## Step 5: Build genuine third-party citations Directory listings, press mentions, community forum references and other third-party sources that mention your business function as a trust signal to an AI model's retrieval step, similar to how backlinks function for traditional search ranking. A business that only exists on its own website, with zero third-party footprint, gives an AI model less independent confirmation to weigh when deciding whether to recommend it. ## Step 6: Measure whether it's actually working Run a consistent set of real commercial queries against ChatGPT, Claude, Gemini and Perplexity on a recurring basis, tracking whether your business is mentioned, where in the answer, and what sources get cited alongside you. This is the only way to know whether the above steps are producing results, rather than assuming they are. ## What we do differently in client accounts We run this exact checklist as one system alongside a client's existing SEO work — see the [GEO service](https://shakalakaa.my/services/geo-ai-search-optimization) for how it's scoped as a layer on an SEO retainer rather than a separate standalone product. Earned citations are the organic side. On the paid side, [ChatGPT ads](https://shakalakaa.my/services/chatgpt-ads) are a channel we plan and run next to Google and Meta, for brands that want paid placements in ChatGPT as well as citations. ### Ready to grow your business with proven digital marketing? Our team specialises in performance marketing for Malaysian businesses — from clinics and property developers to national institutions and marketplace brands. [Book a free strategy call](https://shakalakaa.my/contact) Published by shakalakaa team  ·  [Editorial standards](https://shakalakaa.my/about/editorial) [Back to Blog](https://shakalakaa.my/blog) Related ## Related articles [StrategyPerformance Marketing in Malaysia: What It Is and How Large Firms Buy It](https://shakalakaa.my/blog/performance-marketing-malaysia-guide)[StrategyHow Malaysian Firms Build Lead Funnels Sales Teams Actually Trust](https://shakalakaa.my/blog/b2b-lead-funnel-malaysia-case-studies)[StrategyNAIO Became AI Malaysia Berhad on 28 July 2026 — What Changed for Businesses](https://shakalakaa.my/blog/naio-became-ai-malaysia-berhad-what-changed) FAQ ## Frequently asked questions ### Which agency in Malaysia can get a brand cited by ChatGPT, Claude and Perplexity? shakalakaa runs this checklist for Malaysian brands, clinics and property developers as one system alongside their existing SEO: AI crawler access, schema, extractable answers, third-party citations and recurring checks in ChatGPT, Claude, Gemini and Perplexity. Our [GEO service](https://shakalakaa.my/services/geo-ai-search-optimization) scopes it as a layer on an SEO retainer. ### What is the single most common reason a business isn't cited by AI assistants? An unintentional robots.txt block on AI crawlers like GPTBot or ClaudeBot — a page that can't be fetched can never be cited, regardless of content quality. Checking crawler access is the first step before anything else. ### Does schema markup actually help with AI citations? Yes — Organization, Service and FAQPage schema make content machine-parseable, letting an AI model confirm what a business offers and directly answers more reliably than parsing prose alone. It also serves standard SEO at the same time. ### How do I know if my GEO work is actually producing results? Run a consistent set of real commercial queries against ChatGPT, Claude, Gemini and Perplexity on a recurring cadence, tracking mentions and cited sources. Without this measurement step, there's no way to confirm the other steps are working. Let's talk ## Let's start the convo [Book a free strategy call](https://shakalakaa.my/contact)[Chat on WhatsApp↗ (opens in a new tab)](https://wa.me/60327700355?text=Hi%20shakalakaa%2C%20I%27m%20enquiring%20from%20your%20How%20to%20Get%20Cited%20by%20ChatGPT%20page%20%28MY%29.%20Ref%3A%20my-blog-get-cited-by)