THE ANSWER LIBRARY
Good questions.Clear answers.
Practical reading for Singapore businesses, grounded in primary sources and kept in Markdown.
How can a Singapore SME prepare for AI search?
Start with useful, original answers to real customer questions, accessible pages and accurate business information. Google's guidance keeps familiar SEO foundations relevant to its AI features. There is no guaranteed citation formula. Publish material you can substantiate, make it easy to find, and review what search data actually shows.
Read answerAEO02Will an FAQ page produce a special Google search result?
No special FAQ display should be promised. Google's documentation records the retirement of FAQ rich results in May 2026. A useful question-and-answer page can still serve readers, and FAQPage remains a Schema.org type. Write answers for customers, describe visible content accurately, and separate vocabulary support from a search feature.
Read answerAGENTS03What should a marketing agent leave for people to decide?
Set explicit approval boundaries before an agent acts. Keep uncertain business facts, price commitments, sensitive enquiries and public publishing under appropriate human review. IMDA's enterprise AI resources provide a starting point for evaluating adoption and governance. Define the task, test representative cases, and agree a handover path rather than assuming automation is permission.
Read answerGEO04Does my business need an llms.txt file?
Llms.txt is a proposal for giving AI systems a concise guide to a site's useful material. It is not a universal standard or a Google Search ranking requirement. Google's guidance says these files do not affect its visibility or rankings. Maintain one only as a clearly scoped aid for systems that choose to use it.
Read answerGEO05How can I measure whether AI search is helping my business?
Use a consistent set of customer questions, record observed mentions with dates, and compare search reporting with real enquiries. Search Console can help you examine Google's reported performance, but a mention alone is not revenue or proof of causation. Keep measurement definitions stable and separate observed evidence from an agent's suggested actions.
Read answerCONTENT06How should English and Chinese business pages work together?
Give each language a stable URL and write for the reader using that language. Connect equivalent pages with reciprocal hreflang links, including each page itself. Keep the underlying business facts consistent while allowing native wording and useful local context. A language switch should lead to the matching page, not always the homepage.
Read answerGOVERNANCE07Should I paste customer data into an AI marketing demo?
Keep personal and confidential customer information out of an open demo. Use a general business description instead. PDPC's guidance on AI recommendation and decision systems explains relevant data-protection considerations, including responsibilities around personal data. Your actual deployment needs a review of purpose, data flows, providers, retention and access; a demo is not compliance advice.
Read answerSEO08Does robots.txt keep a page out of search results?
Robots.txt controls crawler access, not secrecy or guaranteed exclusion from search. Google explains that a disallowed URL may still appear when discovered through other links. Choose indexing controls for indexing decisions, and authentication for private information. Review rules for the intended crawler rather than assuming one directive covers every consumer.
Read answerMARKET INTELLIGENCE09Does the .sg domain total tell me how many businesses compete with mine?
No. SGNIC's registration statistics count registered .sg domain names, not businesses, active websites, customers or competitors. One organisation may hold several domains, and a domain need not represent an operating business. Use the monthly series as one indicator of Singapore's domain market activity, with its date and scope clearly stated.
Read answerSEO10Does submitting a sitemap guarantee Google will index my pages?
A sitemap helps search engines discover the URLs you want considered; it does not guarantee crawling, indexing or ranking. Include canonical, accessible pages and keep internal links useful. For multilingual sites, consistent alternatives help describe the relationship between versions. Check the live sitemap and search reports after changes rather than treating submission as completion.
Read answerAEO11What does structured data actually do for a business website?
Structured data describes visible page content in a machine-readable format. Google recommends JSON-LD where practical, but markup does not guarantee a rich result or an AI citation. Choose a type that matches the page, keep business details accurate, and validate both the syntax and the relationships between entities.
Read answerWHATSAPP12How should a WhatsApp enquiry link work?
Use WhatsApp's click-to-chat format with the full international number and an encoded optional message. Tell the visitor what to provide, keep the request proportionate, and leave sending under their control. Opening a chat is not a submitted lead. Any automated follow-up needs separately defined business rules and a clear human handover.
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