Have you ever felt that, even with quality content, your site doesn't appear in Google's auto-responders or AI cards?
This feeling is increasingly common, and for good reason: search has changed. Now, Large Language Models (LLMs), such as ChatGPT, Gemini and Google SGE (Search Generative Experience), decide "who" and "what" appears in snippets, People Also Ask, answer cards and even user summaries.
SEO for LLM is the answer for those who want to be relevant not only to users, but to the machines that "talk" and recommend.
And if you work in inbound marketing, educational marketing or content production, you can no longer ignore it: being a reference source for AI has become a priority.
This is what you'll see in today's content:
Happy reading!
What is SEO for LLM?
SEO for LLM is the practice of optimizing content so that it is easily understood, ranked and cited by generative artificial intelligences (LLMs) such as ChatGPT, Gemini (Google AI Mode) and Google's SGE, prioritizing structure, clarity, scannability and usefulness.
In practice, this means ensuring that your content is structured in such a way that both people and machines understand, value and choose you as a reference.
This means going beyond keywords: it's about answering real questions, organizing information into questions, lists and tables, and keeping everything up to date and interconnected.
Why is SEO for LLM important?
If your business depends on lead generation, digital authority and content funnels, know this:
LLMs are giant filters. They select, summarize and cite only those who provide the best answers - quickly, clearly and reliably.
How many times have you invested time in complete posts, but "disappeared" from the top when a question became a direct answer on Google? Believe me, it's not just you.
Many people feel they have lost control of their audience. The good news? You can regain prominence with the right SEO techniques.
How to apply SEO for LLM: Practical day-to-day changes
How do LLMs read your content?
LLMs process billions of pages, but they prefer what is easy to "read".
They prioritize:
- Headings and subheadings in question format;
- Clear, direct answers in the first few paragraphs;
- Lists, bullets and tables to organize data;
- FAQs at the end, along the lines of People Also Ask;
- Schema markup of structured data;
- Interlinking posts in thematic clusters.
How to adapt to producing content for SEO in LLM?
Leave behind the exclusive focus on ranking and keywords. Adopt a routine of updating, proofreading and scannability:
- Map out the audience's real questions;
- Create objective titles and answers;
- Update old posts with new questions and lists;
- Mark FAQ and HowTo with Schema Markup;
- Build clusters (internal links) to show depth and authority;
- Validate and maintain only external links from serious and active sources.
Criteria |
Traditional SEO |
SEO for LLM |
Keywords |
Volume and repetition |
Intent, questions, context |
Structure |
Long texts, blocks |
Lists, questions, examples, tables |
Engagement |
Clicks, time on page |
Appearance in snippets, cards, answers |
Updates |
Sporadic |
Constant, routine review |
Success metrics |
Ranking |
Mention in AI, automatic responses |
Table 01: Traditional SEO vs. SEO for LLM
SEO for LLM changes the game: success no longer depends solely on the classic ranking, but on being the answer "chosen" by the AI.
That's why you need clarity, a breakdown into topics, objective answers and constant updates. This new way of optimizing requires less "filler" and more focus on real usefulness for humans and machines.
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SEO techniques for LLM: Practices and real applications
Tip 1: Structure everything as a question and answer
LLMs, like modern search engines, favor content that comes in the form of solutions to real questions.
Most searches today, especially at the top of the funnel, are question-based ("How do I optimize content for AI?", "Why has SEO changed?").
By anticipating this, you greatly increase the chance of being quoted in snippets, People Also Ask and AI answers.
- Develop headings and subheadings using frequently asked questions from your audience.
- Use tools such as SEMrush Topic Research, Google "people also ask" and customer service/sales queries to map out the main questions.
- Practical example: Instead of "Sales funnel in education", use "How does the sales funnel work for educational institutions?".
- Start each section by answering the question straight away.
Put yourself in the shoes of the user (or educational lead): they want clarity, not beating around the bush. Answering directly conveys authority and makes life easier for both the person and the AI.
Tip 2: List, explain, organize
Lists and bullets are loved by AIs and people because they break up the monotony of blocks of text, facilitate visual scanning and help LLMs quickly identify steps, advantages, mistakes and comparisons to highlight in cards and answers.
- For each subtopic, whenever possible, organize the information into:
- Objective bullets
- Numbered lists ("3 steps to...", "5 common mistakes...")
- Comparative tables ("Tools for inbound", "Benefits of SEO for LLM vs. traditional")
- Before and after every list, add an explanation of the context: Why are these items important? What should the reader do next?
When addressing "SEO techniques for LLM":
- Structure content in questions and answers.
- Use lists and bullets.
- Add FAQ at the end.
- Apply Schema Markup.
- Link content (clusters).
- Provide examples and social proof.
People today have little time and want quick decisions, and lists deliver the solution "on a platter", without overloading them with long-winded text.
Image 01: Illustration of SEO strategies adapted for LLMs, highlighting elements such as frequently asked questions, lists, semantic markup, and content interconnection.
Tip 3. Optimized FAQ at the end
The FAQ is the main trigger for appearing in "People Also Ask", AI snippets and Google SGE cards. It anticipates doubts, increases scannability and demonstrates authority in depth, answering what your lead is really looking for.
- At the end of each piece of content, map out and answer 4 to 6 frequently asked questions, always with optimized questions (such as "How", "Why", "What", "When", "What are the risks", etc.).
- Write objective answers (2-4 sentences each), but which resolve the question.
- Update the FAQ periodically, as new questions appear in searches or in conversations with leads and students.
In a post on the sales funnel for educational marketing:
- How to attract more leads at the top of the funnel using AI?
- Why have conversion rates fallen in recent years?
- What changes in the funnel when I apply SEO for LLM?
- How to monitor results in cards and snippets?
Showing that you anticipate and respond to the user's pain (even before they ask) is a sign of proximity, real concern and authority.
Tip 4: Use Schema Markup
If there is one technique that is at the heart of SEO for LLM, it is the application of Schema Markup. This is a markup standard that "talks" to Google, Bing and the big language models, explaining to them what each block of your content means.
It is Schema that allows FAQs, lists of questions and answers, step-by-step tutorials, reviews, events and articles to be highlighted as snippets, People Also Ask or automatic cards in searches and in AI-generated results.
And the best part: it doesn't matter whether your site is on WordPress, HubSpot or another platform. Today, in both WordPress and HubSpot, it is possible - and recommended - to add Schema Markup strategically. This applies to blogs, landing pages and even institutional pages.
Why is Schema so relevant to LLM SEO?
Because it transforms your information into "AI-ready content":
- It helps AI interpret your FAQ as a FAQ (and not just another paragraph);
- Turns tutorial steps into visual cards and automatic answers;
- Allows reviews, events and courses to be given special prominence in search panels;
- Facilitates indexing and semantic understanding - whether by Google, alternative search engines or the LLMs themselves (such as ChatGPT).
At HubSpot, for example, it is increasingly common to use modules and content blocks that are already Schema-ready, either through modern templates or customizable fields on pages and blogs.
This way, your marketing team can work with questions and answers, lists, comparisons and tutorials, knowing that each block will be "visible" to AIs and search engines.
Whether on HubSpot, WordPress or another platform, the message is the same: content that is well marked up with Schema takes priority in the new SEO, stands out more easily in snippets, People Also Ask and AI Overviews, and builds real authority because it offers context and clarity for both machines and people.
More than a technical matter, using Schema Markup is a sign of respect for your audience's time and the digital ecosystem.
It means being prepared for the present and future of SEO, where the source of answers is no longer just who ranks, but who organizes and delivers knowledge in the way that AIs can consume.
When adding an inbound marketing FAQ, tag each question and answer using the appropriate Schema.org, as this multiplies the chance of being cited by AI.
Tip 5: Build clusters of internal links
LLMs value domains that show depth: an isolated piece of content is not a reference, but a cluster of posts on interconnected topics (e.g. inbound, sales funnel, landing pages, lead conversion, HubSpot for SEO, etc.), which makes the algorithm understand your site as an expert.
- For each new post, identify which themes/complexes already exist on the blog and make natural links within the text.
- Prioritize thematic clusters: group articles by journey (e.g. "Educational lead journey: from top to conversion" with links to each stage).
- Update old posts, including links to new ones (and vice versa).
An article on inbound marketing can cite and link to "How to create landing pages", "The sales funnel in educational marketing" and "HubSpot for SEO".
It helps your reader navigate, delve deeper and feel guided. They save time, learn more and feel confident, and the machines understand that there is value there in series.
These techniques, when applied together, not only increase the chance of your brand being chosen by machines, but create a much better experience for people. The result is more authority, engagement and concrete results in any inbound or educational marketing strategy.
Action |
Frequency |
Tool/Source |
Review and update content |
Weekly/Monthly |
Search Console, SEMrush, GA4 |
Add structured FAQ |
Every publication |
Insights from leads/users' questions |
Monitor appearances in snippets |
Monthly |
Google Search Console, SEMrush |
Update Schema Markup |
Monthly |
SEO plugins, Schema.org |
Create/update internal clusters |
New publication |
Blog, analysis of strategic themes |
Validate external links |
Always |
SEMrush, Google Blog, IBM Research |
Table 02: Practical SEO routine checklist for LLM.
This checklist is essential for teams seeking sustainable relevance.
Updating content, revising the FAQ, strengthening clusters and monitoring snippets are actions that must be ongoing. It's not enough to get it right once, you need routine and attention to the changing behavior of search engines and AIs.
Snippets, People Also Ask and response cards: The "new top of the funnel"
Snippets, People Also Ask and automatic cards are the "gold" of search today. They don't appear by chance - they are a direct reflection of the structure, clarity and usefulness of your content.
Image 02: RevOps-related questions appearing in Google's "People also ask" section, revealing growing interest in this operating model.
How to appear more in snippets and People Also Ask?
Structure the content in questions and answers, use lists, tables and optimize the FAQ. Mark sections with Schema Markup and monitor the most searched questions in your segment.
Practical tip: Frequently monitor which questions appear most in your audience's searches. Update your posts with these questions and answers, always using direct and didactic language.
Element |
Impact on LLM SEO |
Practical example |
Titles in question |
Highlights in People Also Ask |
"How does AI impact educational marketing?" |
Lists and bullets |
Makes it easier to highlight on cards |
"5 steps to a sales funnel in schools" |
Comparative tables |
Used in visual cards |
"Comparison of educational CRMs" |
Optimized FAQ |
Generates snippet and direct response |
"What are the benefits of inbound marketing?" |
Schema Markup |
Facilitates reading by AI |
FAQPage, HowTo, Event |
Table 03: Elements that drive snippets and cards.
These elements are shortcuts to be "pulled" by AIs. Questions, lists, FAQs and Schema Markup make the content more scannable and easier to interpret, both for those reading and for those programming the algorithm.
It's not a question of fashion, it's a technique based on how machines process information today.
Content interlinking: how to create clusters and real authority
Isolated content has lost its strength. LLMs value domains that have thematic clusters: sets of linked posts on key topics (e.g. sales funnels, inbound marketing, landing pages for education, etc).
Use natural internal links throughout the texts, pointing to complementary content, as this increases dwell time, deepens the user's journey and shows the algorithm that your domain is a reference.
SEO metrics for LLM: what really matters
Don't fall into the trap of looking only at rankings or visitor numbers.
Evaluate how much your site appears in the strategic points of automatic searches and how much this results in real business:
- Impressions in snippets/cards: how many times your content has been cited in instant replies;
- Engagement in FAQs/lists: how much time users spend in these sections;
- Quality backlinks: serious sites citing your content;
- Evolution of internal links: strength of the thematic cluster;
- Lead conversion: effective business generation.
KPI |
What do you measure? |
Why does it matter? |
Impressions on snippets/cards |
Visibility in automatic replies |
Indicates real influence and authority |
Engagement in FAQs/lists |
Interaction and permanence in content |
Reinforces usefulness and relevance |
Quality backlinks |
Citations by trusted domains |
Signals trust for AI |
Evolution of internal links |
Consistency of thematic cluster |
Shows thematic depth |
Conversion of leads |
Effectiveness of the journey |
Final measure of business impact |
Table 04: Essential SEO KPIs for LLM.
These metrics don't replace the old ones, but they show a more accurate "map" of the value of your SEO. Being cited, engaging users, receiving backlinks and converting into leads is the virtuous cycle that AIs want to reward.
SEO for LLM is about people, not machines
In a world where searches are increasingly instantaneous and automated, being relevant to AI is synonymous with being useful to people.
SEO for LLM requires strategy, technique, constant revision and, above all, empathy, understanding what the user wants and how to deliver it in a clear, didactic and reliable way, even when it's a robot reading it first.
Adapt, evolve and don't be afraid to experiment. The new SEO is alive, dynamic and deeply human.
If you've made it this far, you've already understood that SEO for LLM requires looking at content with different eyes, more attentive to what machines value, but without losing empathy for the human audience.
The truth is that this whole AIs movement is already profoundly affecting website traffic and the dynamics of organic search.
It's no longer just about technique or ranking position: it's about adapting quickly and building authority in order to remain relevant in the results that actually appear to people.
Summary: SEO for LLM adapts content for AI such as ChatGPT and Google SGE, focusing on clear structure, questions and answers, lists, tables, optimized FAQs and Schema Markup. The strategy aims to be cited in snippets, cards and People Also Ask. Constant updating and the construction of internal clusters increase relevance and authority in generative search.
Want to understand even more about how Google's artificial intelligence is changing the game of organic traffic? Then I highly recommend reading this article: How Google's AI is affecting organic traffic.
In it, you'll find data, practical scenarios and tips for not only surviving, but gaining ground in this new scenario. It's worth a click!
How to apply SEO for generative AI?
What is SEO for LLM?
SEO for LLM is the optimization of content so that it can be understood and cited by artificial intelligences such as ChatGPT, Gemini and Google's SGE. The strategy prioritizes structure, clarity, questions and scannability.
Why has traditional SEO lost its strength?
Because AI now selects answers automatically. Even good content can disappear from the top if it isn't clear, useful and well organized for generative models.
How do you structure content to appear in snippets?
Use objective questions and answers, lists, tables and clear subheadings. Mark up these sections with Schema Markup and keep the content up to date.
What are clusters and why do they help SEO?
Clusters are sets of content linked by theme. They show depth to search engines and help AI identify your authority on the subject.
Does FAQ still make a difference to ranking?
Yes. Optimized FAQs with real questions, short answers and Schema Markup increase the chances of appearing in AI cards and People Also Ask.
How do I measure SEO results for LLM?
Prioritize snippet/card impressions, list/FAQ engagement, qualified backlinks and cluster evolution. These metrics indicate real authority for AI.