What is AI-recommended content?
When AI systems such as ChatGPT, Gemini, Claude and Perplexity generate answers, the data sources they draw on follow certain patterns. Getting AI to recommend your brand or service takes a different approach from traditional SEO.
Traditional SEO centered on "conveying information correctly to search engine crawlers," whereas the goal of generative engine optimization (GEO) is "to have AI choose your content as a trustworthy source when it generates answers."
This article explains seven practical techniques for creating content that AI recommends, with concrete steps for each.
Technique 1: Use a clear, conclusion-first structure
When AI generates answers, it favors information that is easy to summarize. A structure that states the conclusion at the start of the article and then goes into detail works well.
How to put it into practice
- State the conclusion in the lead: Give a clear answer in the first paragraph, such as "The most effective way to solve X is Y"
- Put the answer in your headings: Make each heading a summary of the information in itself, as in "Three key points for better sleep"
- Organize key points in bullet lists: Use formats that make it easy for AI to extract information
Articles with vague introductions or long preambles are harder for AI to quote. A conclusion-first structure works for readers and AI alike.
Technique 2: Use proper nouns with entities in mind
AI organizes information around "entities" (units that identify a proper noun or concept). It is important to write your brand, product and service names with consistent spelling.
How to put it into practice
- Standardize how your brand name is written: If the spelling varies, for example "SleepWell," the same name in katakana (the Japanese phonetic script) and "SLEEP WELL," AI may recognize them as different entities
- Describe the brand the first time you mention it: Write the name together with its category, as in "SleepWell, a mattress brand for better sleep"
- Make the links to related entities explicit: Provide background information, as in "SleepWell is a brand that X Co., Ltd. founded in 2020..."
Technique 3: Build out Q&A content
Generating an AI answer is, at heart, a process of answering a question. So content with plenty of question-and-answer pairs is an easy source for AI to draw on.
How to put it into practice
- Research the questions users actually ask: Collect questions from Google search suggestions, Yahoo! Chiebukuro (Japan's largest Q&A site) and social media
- Write answers in FAQ format: Mark up each question as an h3 and its answer in the p tag right after it
- Make the first one or two sentences of each answer self-contained: When AI quotes the answer, the opening alone should make sense
- Add new Q&As regularly: Users' questions change over time, so keep updating them
For detailed ways to optimize FAQ pages, see also How to optimize FAQ pages so AI search picks them up.
Technique 4: Include plenty of numbers and concrete examples
AI tends to favor citing information that contains specific figures and case studies. Go beyond abstract explanations and actively include quantitative data.
How to put it into practice
- Cite survey data: Include data from reliable sources, as in "According to a 20XX survey by X, about Y% of Japanese people are dissatisfied with their sleep," and name the source and the year
- Publish your own results: Show concrete outcomes in numbers, as in "Our clients' AI mention rates rose by an average of 32%"
- Present comparison data: Make the before and after clear, as in "an X% improvement over conventional methods"
- Write detailed case studies: Describe real client cases in the order of challenge, initiatives and results
Technique 5: Strengthen trust signals
AI judges how reliable information is from several factors. Deliberately build in signals that make your content more credible.
How to put it into practice
- Show who wrote it: List the author's name, title and area of expertise, and create an author page to link to
- Cite references and sources: Link to the sources that back up your claims
- Show the last-updated date: Let AI judge how fresh the information is
- Have experts review your content: List the reviewer's name and credentials to back up the content's expertise
To learn more about building authority, see How to build authority so AI chooses your brand.
Technique 6: Help AI understand your content with structured data
Structured data based on Schema.org gives AI important clues for understanding your content accurately.
How to put it into practice
- Article structured data: Describe the article's title, author, publication date and last-updated date
- FAQPage structured data: Add it to your Q&A content
- Organization structured data: Mark up your company information accurately
- Product structured data: Structure the information about your products and services
For details on implementing structured data, see Structured data for GEO: a 2026 Schema.org guide.
Technique 7: Provide information in multiple formats
Offering the same information in several formats, such as text, tables, lists and diagrams, makes it easier for AI to extract it.
How to put it into practice
- Comparison tables: When comparing several options, provide a table as well as text
- Step-by-step lists: When explaining a procedure, structure it as a numbered list
- Summary boxes: Add a section that sums up the key points at the start or end of long articles
- Images with alt text: Use the alt attribute to describe what diagrams and infographics show
Measuring results: How to check whether AI recommends you
Once you have put these techniques into practice, monitor regularly whether AI actually recommends your company. You can check by asking each AI yourself, but that becomes impractical as the number of keywords grows.
A monitoring tool such as AIOPulse automatically tracks how the major LLMs (ChatGPT, Gemini and Claude) mention your brand in answers to Japanese-language prompts, so you can see the effect of your initiatives over time.
Summary: Combine the seven techniques
Here are the seven techniques for creating content that AI recommends:
- Use a clear, conclusion-first structure
- Use proper nouns with entities in mind
- Build out Q&A content
- Include plenty of numbers and concrete examples
- Strengthen trust signals
- Help AI understand your content with structured data
- Provide information in multiple formats
Each technique works on its own, but combining several of them can bring bigger results. Start by using the checkpoints above to find what to improve in your existing content.
To see how ChatGPT, Gemini and Claude currently answer Japanese users' questions about your brand, contact us.