Use the questions that shape a real purchase
Ask your sales and service teams which questions appear repeatedly before someone is ready to proceed. Separate questions about suitability, comparison, process, cost factors and preparation. A visitor deciding between two service approaches needs different information from someone checking whether you cover their area. Build a question list from those decisions before choosing article topics.
For a contractor, a useful explanation might describe what changes the scope of a quotation and what photographs help assess the job. For a professional service firm, it may explain who the service suits and what happens during an initial conversation. These are editorial planning examples. Publish the details only after the people delivering your service have reviewed them.
Write a direct answer, then show its limits
Begin each section with a clear response to the question. Follow it with the conditions, supporting detail and next step. If the answer depends on the property, product, service area or business model, name those dependencies. A short answer is useful only when it remains accurate outside the context in which you first wrote it.
Keep technical terms understandable and explain the differences customers might overlook. State what your business can verify and when an assessment is needed. Use original examples, photographs and process details where they improve understanding. Do not manufacture customer stories, statistics or quotations to make an answer appear more authoritative.
Make the information available to people and search systems
Google’s guidance says the usual SEO foundations remain relevant to its AI features; it does not require a special AEO file or a separate type of schema. Google also explains that eligibility does not guarantee crawling, indexing or inclusion. This makes a sound technical foundation and useful content a more defensible plan than selling a guaranteed AI citation.
Check that important answers appear as readable page content, can be reached through internal links and sit on an appropriate canonical page. Where structured data is suitable, keep it consistent with what visitors can see. Treat an llms.txt file as an optional descriptive resource, never as proof that an answer engine has read or selected the website.
Add Canadian context only where it changes the answer
Useful Canadian context can include the markets actually served, the language of support, regional delivery arrangements and the units or currency used in a quotation. Avoid adding place names to every sentence. A reader in Montréal may need clarity about French and English service, while a business expanding across provinces may need to understand the difference between centralized intake and local delivery.
Review language versions with someone capable of checking their meaning and the service promises they contain. A translated heading above unchanged English content does not answer a French-language question. Where guidance depends on current rules or a specialized professional judgment, link to an authoritative source and keep the page’s scope clear.
Measure useful discovery without overstating attribution
Choose a representative set of customer questions and keep a dated record of observations. Search and AI answers can vary, so an isolated mention is an observation rather than a stable ranking. Review the page’s search visibility, relevant referral traffic where available and the quality of enquiries that follow. Keep reported evidence separate from an inference about what caused it.
A useful review asks whether the content now answers the customer more clearly and whether the next step works. If a question remains unanswered in sales conversations, improve that section. If readers arrive at an unsuitable service, clarify the comparison. Those changes can be valuable even when an answer engine does not cite the page.
Sources & further reading
Reviewed 2026-11-05. Guidance is adapted to your business and current platform requirements.