SEO and GEO: How to Get Found in Google and AI Search

What changed when search became generative

The biggest change is not that pages, indexes or search intent disappeared. It is that the system can synthesize an answer before the user chooses a page to visit.

A generative search experience may interpret a broader question, retrieve multiple pieces of information and synthesize a response with supporting links. Google says both AI Overviews and AI Mode may use query fan-out, issuing related searches across subtopics and data sources while developing a response. OpenAI says ChatGPT Search may similarly rewrite a request into targeted queries sent to search providers.

One intent does not need one page for every wording variation

Google explicitly warns against creating separate content for every query or fan-out variation primarily to manipulate rankings or generative responses. The better planning question is: what distinct intent should this page own?

Search visibility can happen before a click

A user may encounter a business inside a generated answer before visiting the website. Depending on the platform and available reporting, observable signals can include impressions, cited pages, source appearances, referrals, brand mentions and conversions.

Google, ChatGPT and Perplexity work differently

There is no documented universal GEO formula that applies identically to Google, ChatGPT Search and Perplexity. Their published discovery controls already differ.

Google AI Overviews and AI Mode

For Google, the practical message is straightforward: start with SEO. Google says there are no additional technical requirements for appearing as a supporting link in AI Overviews or AI Mode. Meeting those requirements still does not guarantee crawling, indexing or inclusion.

• Allow Googlebot to crawl the page.
• Ensure important content is available in textual form.
• Make pages discoverable through internal links.
• Keep relevant business and product information accurate.
• Use structured data accurately where appropriate.

Google's current guidance says Google Search ignores llms.txt, does not require special AI schema and does not require AI-specific content chunks. Read Google’s AI features guidance.

ChatGPT Search

OpenAI says any public website can appear in ChatGPT Search. To support inclusion in summaries and snippets, publishers should not block OAI-SearchBot and should allow its published crawler IP ranges where relevant. Crawler access is an eligibility and discovery consideration, not a placement guarantee. OpenAI explicitly says there is no way to guarantee top placement.

OAI-SearchBot is different from GPTBot. OpenAI's publisher guidance separates search discovery controls from controls related to potential model training. OpenAI’s publisher FAQ also explains that a disallowed URL may still be shown as a link and title in some circumstances, and that noindex is the relevant display control.

Perplexity

Perplexity publishes a separate crawler called PerplexityBot. It recommends allowing PerplexityBot and its published IP ranges if you want a site to appear in search results, and says the bot is not used to crawl content for AI foundation models. Its documentation does not provide a universal formula for citation placement. Read Perplexity’s crawler guidance.

What strong SEO and GEO content has in common

Despite platform differences, strong search content still revolves around useful information, coherent intent and clear website relationships.

Serve a real search or buyer decision

Start by identifying what someone is trying to accomplish: understand a problem, evaluate an approach, compare products or providers, understand tradeoffs, decide whether something fits, or choose what to do next.

Create information worth finding

Useful information gain may come from firsthand experience, original research or data, specific examples, original frameworks, expert analysis, primary-source synthesis, practical comparison, tools and checklists.

Answer clearly, then add useful depth

Clear answer - explanation - evidence and context - relevant follow-up questions is Rankvia's editorial recommendation, not a documented Google ranking factor.

Make business context clear and connect related information

Specific language helps readers understand what an entity actually is. Relevant internal links can help readers continue researching, evaluate products or services and navigate a decision. The goal is progression, not forced promotion.

The Rankvia Search Visibility Framework

The following is Rankvia's framework, not a published ranking model from Google, OpenAI, Perplexity or another search platform. It is a practical way to evaluate whether a page is prepared for modern search visibility.

How to build an SEO + GEO content strategy

A durable strategy moves from business understanding to search evidence to page execution.

1. 1.Understand the business

   Establish what the business sells, its target customers, positioning, differentiators, conversion goals, existing products or services, website coverage and relevant constraints. A query can have search demand and still be commercially irrelevant.

2. 2.Find relevant buyer searches

   Research searches around problems, jobs to be done, use cases, comparisons, alternatives, buying criteria, providers, implementation, objections and categories. Then identify the decision behind each search.

3. 3.Review the search landscape

   Study how the query is currently being answered. Current results are evidence, not a template to copy.

4. 4.Match the search to the right page role

   Not every query needs a blog article. The role should follow the buyer's need, whether that is an educational guide, direct-answer page, buying guide, use-case page, comparison, alternative page, audience page or commercial page.

5. 5.Check what the website already owns

   Ask whether a relevant page already covers the intent, could be improved, or would overlap with another URL. The right decision may be create, improve or skip.

6. 6.Plan the page before generating it

   Define the objective, intended reader, buyer intent, page role, answer strategy, supporting depth, business positioning, relevant internal connections and next step.

7. 7.Publish connected pages

   Build clusters around distinct intent. Each page should own a distinct need and connect back to broader context where useful.

8. 8.Measure and improve

   Monitor performance by platform and business outcome. Use repeated observations, first-party reporting where available and actual downstream behavior.

GEO tactics to be skeptical of

Some GEO recommendations are sensible editorial practices. Others are presented with more certainty than the platforms support.

Does llms.txt improve Google visibility?

According to Google's current documentation, no. Google Search says it ignores llms.txt, so the file does not positively or negatively affect Google Search ranking or visibility.

Do quotable sentences guarantee citations?

No documented universal rule from Google, OpenAI or Perplexity establishes such a guarantee. Clear and specific writing is useful editorial practice, not a proven universal citation factor.

Practical SEO + GEO checklist

How to measure SEO and GEO performance

There is no single universal GEO metric. Use platform-specific evidence and connect it to business outcomes.

Google Search and generative AI visibility

Continue measuring impressions, clicks, queries, pages, engagement and conversions. Google launched dedicated Search Generative AI Performance reports in Search Console on June 3, 2026. Google says they provide separate views of impressions in generative AI features including AI Overviews and AI Mode, with pages, countries, devices and date dimensions. The rollout initially covers a subset of websites, so availability should not be assumed for every property. Read the announcement.

ChatGPT referral traffic and prompt monitoring

OpenAI says referral URLs from ChatGPT Search include utm_source=chatgpt.com, providing an observable first-party signal. A controlled prompt set can supplement platform reporting, but treat observations as samples rather than fixed rankings. Record the model, date, prompt, geography and relevant context.

From strategy to execution

Understanding the strategy is one challenge. Executing it consistently is another.

1. 1. Business Profile

   Understand the business, audience, positioning and existing website.

   Learn more

2. 2. Content Calendar

   Find and prioritize relevant buyer searches and determine what should be created first.

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3. 3. Page Plan

   Define the objective, reader, answer strategy, business context and relevant connections before generation.

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4. 4. Generated Page

   Turn that strategy into a complete page that can be reviewed and edited before delivery.

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The goal is not simply to generate more text. It is to move from search evidence to decision to page strategy to execution.

Frequently asked questions