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Generative Engine Optimization (GEO) Guide

Generative Engine Optimization (GEO) is transforming how brands show up in AI-powered search. Explore insights, strategies, and best practices to help your content rank and resonate across conversational engines like ChatGPT, Gemini, and Copilot.

Explore insights and strategies for Generative Engine Optimization (GEO) to help your brand stay visible and discoverable in AI-powered search.

Generative Engine Optimization (GEO) Blog Collection | Meltwater

Media monitoring helps organizations stay informed about what’s being said across online news, print, broadcast, podcasts, and other media channels. Whether you're tracking brand mentions, measuring PR performance, monitoring competitors, or identifying emerging trends, our expert guides, best practices, and industry insights will help you build a smarter media monitoring strategy and make more informed communications decisions.

Discover expert media monitoring guides, best practices, and industry insights to track brand mentions, monitor competitors, and stay ahead of the news.

Media Monitoring: Guides, Best Practices & Industry Insights

Every day billions of conversations take place on social media: tweets, posts, comments, blogs, reviews, podcasts, and much more.

Learn how to use social listening to make sense of all of that data.

On our social listening category page, you find all our blogs covering topics around social listening and social media monitoring. Read more.

Social Listening Blogs | Category

Business Reputation Management: What does it take to add reputation management to your marketing strategy? More importantly, how do you keep your reputation sparkly and shiny? Here’s your all-access guide to online reputation management for the long term.

On our reputation management category page, you find all our blogs covering topics around business reputation management. Read more.

Reputation Management Blogs | Category

From your brand's logo to your website, your social media presence to your customer support—these elements combined are what constitutes a brand in the minds of customers. But, there are thousands of other businesses that have a logo, website, social media presence, and website. So, how can you position your business on the market and make it stand out from the competition?

The key to success is branding & brand management!

On our brand management category page, you find all our blogs covering topics around brand management. Build your strategy and reach your goals!

Brand Management Blogs | Category

Competitive intelligence and the act of collecting competitive data can be seen as growth drivers for a company. Our guide will help you understand the concept of competitive intelligence (CI) by answering questions such as: What is the definition of competitive intelligence? How is competitive intelligence useful to organizations? What is the goal of competitive intelligence? And more.

On our competitive intelligence category page, you find all our blogs covering topics around competitive intelligence. Learn how to stay ahead.

Competitive Intelligence Blogs | Category

Let’s dive into the customer journey framework and how to optimize the process by creating a customer journey map and using metrics that matter when analyzing the customer journey.

On our customer journey category page, you find all our blogs covering topics around mapping and understanding the customer journey.

Customer Journey Blogs | Category

How do customers interact with my newly launched product?

How do I increase the productivity of my employees?

How do I know if my marketing efforts are working?

We have just two words for you...Data analytics!

On our data analytics category page, you find all our blogs covering topics around AI and data analytics. Technical and still easy to understand.

AI & Data Analytics Blogs | Category

Public relations and media relations can add impact to any marketing strategy. It’s an opportunity for brands to grow their reach beyond traditional sales messages. PR helps to shape the image you want people to have of your brand.

So, what is PR and how do you use it? This guide shows you everything you need to know to build a strong public relations foundation.

On our public relations (PR) category page, you find all our blogs covering public relations and communications topics. Step up your PR game.

Public Relations (PR) Blogs | Category

We all know exactly what the roles of sales or accounting are in a company, right? We might even have a slight idea of what the IT guys are doing.

But there is another business discipline, that plays a crucial role in organizations, even more so during the pandemic – internal communications!

But what exactly do we mean by that, what purpose does it serve and what steps can you take to ensure you and your employees will communicate effectively?

On our internal communications category page, you find all our blogs about internal comms topics. Learn about the intranet, internal newsletters, and more.

Internal Communications Blogs | Category

As the internet has taken root in more areas of our lives — everything from entertainment to shopping to paying bills and more — traditional marketing is becoming less impactful. As any marketer knows, you need to focus on where your audience is if you want to reach them. Since the average person spends about seven hours a day online, it’s no surprise that content has maintained its hold on marketers.

Here's a closer look at what content marketing is and why it matters more than ever in our digital-first economy.

On our content marketing category page, you find blogs about content marketing topics. Learn about strategies, KPIs, tips, and more. Make your content king!

Content Marketing Blogs | Category

The rise of the influencer marketing space – today a $10 billion industry, growing 50% per year – is one of the clearest examples of how social media is transforming traditional marketing. These days having a business website, presence on social, PR coverage, and your own content isn’t enough to compete.

We'll dive into the intricacies of influencer marketing to help ensure that you're equipped with the insights needed to be successful in this space.

On our influencer marketing category page, you find blogs about influencer marketing topics. Build your strategy, find influencers, and measure results.

Influencer Marketing Blogs | Category

Have you just launched a new product or service that you want to get the word out about? Maybe you want to share with consumers why it is awesome and how it is so much better than the one your competitors offer.

Well, then, there is one thing you can't do without...Marketing!

On our marketing category page, you find blogs about marketing topics. Learn about all the different angles and types of marketing and improve your results.

Marketing Blogs | Category

In this guide, we want to give you a peek into the definition of social media management, the daily schedule of a social media manager, social media platforms to promote your business, and the do’s & don’ts of social media management.

Are you ready to begin the journey of becoming a social media superstar?

On our social media management category page, you find blogs about social media management topics. Build and manage your online community.

Social Media Management Blogs | Category

Building a following and using social media platforms to reach a wider audience requires a well-planned social media marketing strategy. In this guide, we’ll be looking at why social media marketing is so essential and how you can make it work for your business.

On our social media marketing category page, you find blogs about social media marketing topics. Learn how to get the highest paid social ROI!

Social Media Marketing Blogs | Category

In the fast-evolving realm of digital marketing and public relations, utilizing the right tools is crucial for success. Our interdisciplinary category showcases all the pertinent tools for digital marketing & PR. These tools help in enhancing your online presence and effectively reaching target groups, whether through reputation management, influencer marketing, or social media management.

On our digital marketing and PR tools category page, you find all our blogs covering topics around mapping and understanding the customer journey.

Digital Marketing & PR Tools Blogs | Category

AI adoption is no longer the challenge—trusted context is. Most organizations have AI tools, but many still rely on disconnected, stale, or unverified data, limiting the quality and trustworthiness of AI-generated outputs. Meltwater MCP brings trusted, real-time intelligence into AI assistants.

Your Best Context is Already in the Room

Today, PR teams aren’t just tracking media coverage and share of voice. They’re also measuring how their brand shows up in AI-generated answers, search summaries, and large language models (LLMs). This new LLM visibility layer is quickly becoming a critical part of PR performance.

15 Must-Have PR KPIs and How to Track Them

See how one platform can power every decision across PR, communications, and marketing.

The Meltwater Blog

Blog Topics: Generative Engine Optimization, Media Intelligence, Media Relations, Social Listening, Consumer Intelligence, Influencer Marketing

Find out how you can leverage Facebook to boost your brand's online presence and gain a competitive edge. Explore the Meltwater category page today!

Facebook Blog | Meltwater

Find out how you can leverage Instagram to boost your brand's visual appeal and gain a competitive edge. Explore our category page today!

Instagram Blog | Meltwater

Find out how you can leverage LinkedIN to grow your professional network and gain a competitive edge. Explore the Meltwater category page today!

LinkedIn Blog | Meltwater

Find out how you can leverage TikTok to elevate your brand with creative content and gain a competitive edge. Explore the Meltwater category page today!

TikTok Blog | Meltwater

Find out how you can leverage X / Twitter to engage your audience effectively and gain a competitive edge. Explore the Meltwater category page today!

X / Twitter Blog | Meltwater

Find out how you can leverage YouTube to create engaging video content and gain a competitive edge. Explore the Meltwater category page today!

YouTube Blog | Meltwater

Find out how you can leverage LinkedIn to grow your professional network and gain a competitive edge. Explore the Meltwater category page today!

Every day billions of conversations take place on social media: tweets, posts, comments, blogs, reviews, podcasts, and much more.
Learn how to use social listening to make sense of all of that data.

From your brand's logo to your website, your social media presence to your customer support—these elements combined are what constitutes a brand in the minds of customers. But, there are thousands of other businesses that have a logo, website, social media presence, and website. So, how can you position your business on the market and make it stand out from the competition?
The key to success is branding & brand management!

What Is Data Analytics?
How can I grow my business? 
How do customers interact with my newly launched product?
How do I increase the productivity of my employees?
How do I know if my marketing efforts are working?
We have just two words for you...Data analytics!

Public relations and media relations can add impact to any marketing strategy. It’s an opportunity for brands to grow their reach beyond traditional sales messages. PR helps to shape the image you want people to have of your brand.
So, what is PR and how do you use it? This guide shows you everything you need to know to build a strong public relations foundation.

We all know exactly what the roles of sales or accounting are in a company, right? We might even have a slight idea of what the IT guys are doing.
But there is another business discipline, that plays a crucial role in organizations, even more so during the pandemic – internal communications!
But what exactly do we mean by that, what purpose does it serve and what steps can you take to ensure you and your employees will communicate effectively?

As the internet has taken root in more areas of our lives — everything from entertainment to shopping to paying bills and more — traditional marketing is becoming less impactful. As any marketer knows, you need to focus on where your audience is if you want to reach them. Since the average person spends about seven hours a day online, it’s no surprise that content has maintained its hold on marketers.
Here's a closer look at what content marketing is and why it matters more than ever in our digital-first economy.

The rise of the influencer marketing space – today a $10 billion industry, growing 50% per year – is one of the clearest examples of how social media is transforming traditional marketing. These days having a business website, presence on social, PR coverage, and your own content isn’t enough to compete.
We'll dive into the intricacies of influencer marketing to help ensure that you're equipped with the insights needed to be successful in this space.

Have you just launched a new product or service that you want to get the word out about? Maybe you want to share with consumers why it is awesome and how it is so much better than the one your competitors offer.
Well, then, there is one thing you can't do without...Marketing!

In this guide, we want to give you a peek into the definition of social media management, the daily schedule of a social media manager, social media platforms to promote your business, and the do’s & don’ts of social media management.
Are you ready to begin the journey of becoming a social media superstar?

Social listening tools help brands monitor and analyze online conversations across social media platforms, forums, blogs, news sites, podcasts, review sites, and other digital channels. They enable marketing, PR, and communications teams to track brand mentions, measure audience sentiment, identify industry trends, monitor competitors, detect emerging issues, and turn social conversation data into actionable insights.

The top social listening tools include Meltwater, Brandwatch, Talkwalker, Brand24, and Sprinklr. Meltwater is best for teams that need an all-in-one media intelligence and social listening platform; Brandwatch is strong for consumer intelligence, Talkwalker stands out for visual listening and analytics, Brand24 is a good fit for growing brands that need real-time brand monitoring, and Sprinklr is built for large enterprises managing social listening as part of broader customer experience workflows.

With so many social listening platforms available, choosing the right tool depends on your team’s goals, data needs, reporting requirements, budget, and level of analytics maturity.

Whether you're considering using a social listening solution like Meltwater for the first time or are dissatisfied with your current choice, it's best to have a clear understanding of what's out there. Read on to learn more about the 13 best social listening tools for 2026.

The Top 13 Social Media Listening Tools for 2026

Market Conversation Analysis: Which Social Listening Tools are leading the conversation?

What is the Best Social Listening Tool for 2026?

To identify the best social listening tools, we evaluated each platform based on the capabilities that matter most for brands using social data to monitor conversations, understand audiences, manage reputation, and inform marketing strategy. We assessed tools based on the following criteria:

Social listening coverage: We assessed how well each tool monitors conversations across major social networks, forums, blogs, review sites, news sources, podcasts, and other online channels. Tools with broader source coverage and stronger real-time monitoring capabilities ranked higher.

Sentiment analysis: We reviewed each platform’s ability to detect positive, negative, and neutral sentiment, identify emotion or intent, and track changes in brand perception over time.

Conversation analytics: We looked at whether each tool can surface trends, recurring themes, audience insights, influencer activity, share of voice, and competitive benchmarks from social conversation data.

Reporting and dashboards: We evaluated the quality of each tool’s dashboards, data visualizations, alerts, exports, and executive-ready reporting features.

AI and automation: We considered whether the platform uses AI to summarize conversations, detect emerging topics, automate insights, flag anomalies, or reduce manual analysis.

Integrations and workflow: We reviewed integrations with CRM, marketing, PR, customer support, business intelligence, and social media management platforms.

Ease of use: We considered user experience, setup time, search flexibility, query building, collaboration features, and how easily teams can turn social data into actionable insights.

Customer reviews: We reviewed third-party customer feedback, including common praise and complaints related to usability, data quality, reporting, support, and overall value.

<table class="table-primary alternate-color">
<thead>
<tr>
<th>Tool</th>
<th>Primary Strength</th>
<th>Best For</th>
<th>Pricing</th>
<th>G2 Rating</th>
</tr>
</thead>
<tbody>
<tr>
<td>Meltwater</td>
<td>Social &amp; Media Intelligence</td>
<td>Enterprise marketing &amp; communications teams</td>
<td>Custom quote required.</td>
<td>4.1/5</td>
</tr>
<tr>
<td>Awario</td>
<td>Mention Monitoring</td>
<td>Small businesses &amp; startups</td>
<td>3 pricing plans: Starter, Pro, Enterprise.</td>
<td>3.9/5</td>
</tr>
<tr>
<td>Digimind</td>
<td>Market Intelligence</td>
<td>Market research teams</td>
<td>Custom quote required.</td>
<td>4.6/5</td>
</tr>
<tr>
<td>Brand24</td>
<td>Brand Monitoring</td>
<td>SMBs &amp; growing brands</td>
<td>5 tiers: Individual ($149/mo), Team ($249/mo), Pro ($299/mo), Business ($499/mo), Enterprise ($999/mo).</td>
<td>4.6/5</td>
</tr>
<tr>
<td>Talkwalker</td>
<td>Visual Listening</td>
<td>Global enterprises</td>
<td>3 tiers: Listen, Analyze, Business.</td>
<td>4.3/5</td>
</tr>
<tr>
<td>Brandwatch</td>
<td>Consumer Intelligence</td>
<td>Enterprise insights teams</td>
<td>Custom quote required.</td>
<td>4.4/5</td>
</tr>
<tr>
<td>YouScan</td>
<td>Image Recognition</td>
<td>Consumer brands &amp; retail</td>
<td>Plans start at $299/mo.</td>
<td>4.7/5</td>
</tr>
<tr>
<td>Agorapulse</td>
<td>Social Media Management</td>
<td>Social media teams</td>
<td>4 plans: Standard ($79/mo), Professional ($119/mo), Advanced ($149/mo), Custom (tailored pricing).</td>
<td>4.5/5</td>
</tr>
<tr>
<td>BuzzSumo</td>
<td>Content Intelligence</td>
<td>Content marketers &amp; PR teams</td>
<td>Plans start at $199/mo. Free 30-day trial available.</td>
<td>4.5/5</td>
</tr>
<tr>
<td>Oktopost</td>
<td>B2B Social Analytics</td>
<td>B2B marketing teams</td>
<td>Custom quote required.</td>
<td>4.4/5</td>
</tr>
<tr>
<td>Synthesio</td>
<td>Audience Intelligence</td>
<td>Enterprise market intelligence</td>
<td>Custom quote required.</td>
<td>4.3/5</td>
</tr>
<tr>
<td>Sprinklr</td>
<td>Customer Experience Management</td>
<td>Large enterprises</td>
<td>Custom quote required.</td>
<td>4.1/5</td>
</tr>
<tr>
<td>Keyhole</td>
<td>Hashtag Analytics</td>
<td>Agencies &amp; campaign marketers</td>
<td>Plans start at $79/mo. Free trial available.</td>
<td>4.3/5</td>
</tr>
</tbody>
</table>

The Meltwater social listening platform saves marketers time by providing a comprehensive view of mentions in traditional media, social media, and digital media in one place. Our AI assistant, Mira, is also available to provide insights and summaries that help you reduce human error and obtain important insights in a fraction of the time.

Extensive content sources including social sites like Twitch, Snapchat, and Reddit, podcasts, imagery, and traditional media

Unlimited ad-hoc searches, queries, mentions, and dashboard analytics

AI-powered insights, summaries, and sentiment analysis 

Meltwater is best for enterprise brands, PR teams, communications leaders, and global marketing teams that need social listening alongside broader media intelligence. It is especially useful for teams that need to monitor social media, news, podcasts, forums, and other digital sources in one platform.

Comprehensive monitoring across social, LLMs, news, podcasts, and broadcast media 

Unlimited searches and mention monitoring 

Comprehensive all-in-one social listening and media intelligence platform

Interface can feel complex and unintuitive

Some features require additional training

<table class="table-primary alternate-color">
    <thead>
      <tr>
        <th>Metric</th>
        <th>Value</th>
      </tr>
    </thead>
    <tbody>
      <tr>
        <td>
          <a href="https://www.g2.com/products/meltwater/reviews" target="_blank" rel="noopener noreferrer">
            G2 Rating
          </a>
        </td>
        <td>4.0/5</td>
      </tr>
      <tr>
        <td>Reviews</td>
        <td>2,600+</td>
      </tr>
    </tbody>
  </table>
</div>

Social Listening Insights: What users are saying online

"Meltwater is very detailed and captures more than we ever thought that it could. We also appreciate the fact that we can send things out on the press wire. It has been very easy to use so far and to implement into our routine." (Source)

"At this time, we don’t have any significant dislikes. Meltwater meets our needs well, and any minor adjustments we’ve required have been easy to manage within the platform." (Source)

More info about Meltwater social listening

Meltwater's customizable, in-depth insight reports ensure that users can keep key stakeholders in the know with accuracy, precision, and style. Access unlimited shareable dashboards, PDFs, slide decks, and data exports.

Meltwater's Social Listening Solution

And though many listening platforms include influencer identification features, Meltwater's all-in-one platform includes a dedicated influencer platform that helps you manage your campaigns from start to finish and identify macro-influencers, micro-influencers, and everyone in between. Compare this capability to other products that only show you social conversation authors with the highest follower counts.

Tip: Learn more about the Meltwater influencer platform and check out the best influencer marketing platforms and influencer management tools on the market.

Finally, our easy-to-use interface combined with 24/7 global customer support, extensive knowledge base, and client community platform ensures no question you have goes unanswered.

An all-in-one solution that is scalable to businesses of all sizes anywhere in the world, Meltwater social listening is a must-have solution for data-driven marketers.

Interested in Meltwater’s Social Listening solution? Fill in the form below to request a demo.

Awario is a brand monitoring tool that offers shareable social listening reports and a social listening API.

Awario is best for small businesses, startups, and lean marketing teams that need an affordable way to track brand mentions and online conversations. It is a good fit for teams looking for basic social listening, Reddit monitoring, alerts, and simple brand reputation tracking.

<table class="table-primary alternate-color">
<thead>
<tr>
<th>Plan</th>
<th>Pricing</th>
</tr>
</thead>
<tbody>
<tr>
<td>Starter</td>
<td>$29/mo</td>
</tr>
<tr>
<td>Pro</td>
<td>$89/mo</td>
</tr>
<tr>
<td>Enterprise</td>
<td>$249/mo</td>
</tr>
</tbody>
</table>

Subscription cancellation and renewal complaints

<table class="table-primary alternate-color">
<thead>
<tr>
<th>Metric</th>
<th>Value</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<a href="https://www.g2.com/products/awario/reviews" target="_blank" rel="noopener noreferrer">
G2 Rating
</a>
</td>
<td>3.9/5</td>
</tr>
<tr>
<td>Reviews</td>
<td>48</td>
</tr>
</tbody>
</table>

Download our free eBook for further reading on how to make the most of social listening tools.

The Top 13 Social Listening Tools for 2026

As generative AI reshapes how people research, learn, and make decisions, a new discipline is emerging: Generative Engine Optimization (GEO). Just as SEO helped brands get discovered on Google, GEO ensures they appear accurately and positively within AI-powered platforms like ChatGPT, Gemini, and Copilot. With millions of consumers now turning to generative engines instead of search engines, GEO is fast becoming essential for marketing and PR professionals looking to influence how their brand shows up in this new discovery layer, where conversations, not clicks, determine visibility.

What is generative engine optimization (GEO)?

Why should marketing & insights teams care about GEO?

How does GEO work? Key mechanisms & signals

How can you get started with GEO? Test your GEO readiness

Which media sources to prioritize for GEO

What's the difference between GEO and SEO?

8 essentials of generative engine optimization

Increase your GEO readiness with Meltwater

Generative Engine Optimization (GEO) is the practice of ensuring that AI platforms such as ChatGPT, Google Gemini, Llama, etc., provide accurate, positive, and up-to-date information about your brand when users ask questions. These platforms are referred to as Generative Engines, Answer Engines, or Large Language Models (LLMs). They are increasingly used by consumers to research purchases and make decisions.

GEO is a way of making sure that AI platforms give people the right information about a company’s brand and products. 

For example, if a person asks ChatGPT: “What is a good family car for camping trips?” then the auto manufacturers would want ChatGPT to suggest their SUV models, and list the benefits. To make sure that happens, the auto brands need to use GEO.

GEO ensures your brand shows up correctly within these AI-generated responses.

The practice of GEO involves several steps, but it is mostly focused on creating, structuring, and publishing content in the best way to influence the responses given by AI Generative Engines. 

In this article we’ll go into the detail of how GEO works, why it’s important, and how you can use it to make sure your brand is featured positively in AI platforms.

Sometimes, generative engine optimization (GEO) is referred to as answer engine optimization (AEO). Learn more about the differences and similarities of GEO and AEO, and take a look at the best AEO tools.

For a long time marketers have been able to rely on the fact that consumers almost exclusively use Google to research buying decisions. So they have been able to use Search Engine Optimization (SEO) to ensure their brand’s website appears in the organic search results, or use paid search advertising to buy ads on relevant search results. 

This is a highly effective way of targeting the right audience at the right time. But now things are changing.

LLMs aren't just another channel. They sit on top of this ecosystem. They synthesize everything into a single conversation.

Allie Konchar, Partner & Chief Client Officer, Omniscient

Changing user behavior: AI + conversational search

Increasingly, consumers are using tools like ChatGPT to research their buying decisions. Data from Meltwater’s 2026 Global Digital Report shows that ChatGPT.com is now the fifth most visited website on the web.

While search engines remain popular, many search queries now produce an AI generated summary that often provide enough information to divert users away from clicking through to websites, because their question has already been answered. McKinsey reports that around half of all Google search queries already produce AI-generated summaries, which can lead to zero-click searches, and that number keeps rising. 

With conventional web search, consumers are performing research manually, trying to find trustworthy sources and sifting through information to reach the answers they seek. But with Generative Engines, the AI is performing the research automatically, using its existing base knowledge alongside supplemental information pulled from more recent online sources. A search engine shows users where to find answers, while a Generative Engine just gives them the answer. 

For marketers, the key takeaway is that few top-of-funnel consumers are visiting your website, because during the awareness phase their information needs are being met by Generative Engines. This makes it more difficult to move them down into the consideration phase. 

TIP: For more data around growing AI usage and online consumer behavior, download our 2026 Global Digital Report, featuring nearly 700 pages statistics to help inform your GEO strategies next year.

You already know that everybody is talking about AI, and all of your competitors are having the same discussions as you about what it means for their marketing strategy. Those who move decisively to implement GEO, ensuring their brands are represented clearly and positively in Generative Engines, will capture the largest share of those consumers who start their buying journey with an AI query.

If you’re not optimizing for generative engines, you just might never reach your audience at all.

Kelly McKenna, Regional Director, Account Management at Meltwater

Those who ignore GEO will lose ground, as growing numbers of consumers turn from search engines to Generative Engines, the size of the audiences that can be reached through conventional search marketing will decrease. 

How do generative engines (LLMs) surface content?

It’s important to understand that while Generative Engines are based on similar technology, they all work a little differently. Broadly speaking they all use two different sources of knowledge to provide an answer to a query: 

<table class="table-primary alternate-color">
  <caption>How Generative Engines (LLMs) Surface Content</caption>
  <thead>
    <tr>
      <th>Generative Engine</th>
      <th>Primary Retrieval Method</th>
      <th>Sources Most Often Cited</th>
      <th>Sources Less Likely to Be Cited</th>
      <th>Notes on Behavior</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <td>ChatGPT</td>
      <td>Bing search + internal training data</td>
      <td>Reuters, AP News, Wikipedia, Encyclopedic sources</td>
      <td>Social media platforms (X/Twitter, Instagram)</td>
      <td>Prefers authoritative, neutral, structured sources with high trust signals.</td>
    </tr>
    <tr>
      <td>Google Gemini</td>
      <td>Google Search + YouTube + Knowledge Graph</td>
      <td>Reddit, YouTube, Google-indexed blogs</td>
      <td>X/Twitter</td>
      <td>Strongly favors user-generated content, community threads, and Google-owned properties.</td>
    </tr>
    <tr>
      <td>Perplexity</td>
      <td>Real-time web crawling + citation-first retrieval</td>
      <td>News publishers, reputable blogs, research papers</td>
      <td>Low-trust UGC</td>
      <td>Most transparent engine — always cites sources and updates in real time.</td>
    </tr>
    <tr>
      <td>Claude</td>
      <td>Internal training data + selected retrieval</td>
      <td>Academic sources, reputable news, long-form articles</td>
      <td>Short-form social media</td>
      <td>Prefers long-form text and well-structured explanatory content.</td>
    </tr>
  </tbody>
</table>

Training data: All LLMs begin by being trained on a huge volume of existing content and data — we’re talking about dozens of terabytes (a terabyte is 1,000Gb). This training data comes from a wide variety of sources (including your website), and gives the LLM its base knowledge about the world. The LLM does not have any knowledge of anything that happened after its initial training. 

Live Web Search: To overcome the knowledge cut-off problem, the training data is supplemented with fresh information gathered from the internet. If the Generative Engine thinks that a user’s query would benefit from more up to date information than it already has, it fetches new content from trusted online sources and works that into its response. Google uses its own search engine to find fresh information, while ChatGPT uses various sources, including Microsoft Bing.

It’s also important to note that AI does not quote any of this content verbatim in its responses. Much like a human, it uses the information it has learned to inform its own answer, and that can include information from various sources, including the press, competitors, consumer reviews. So don’t expect it to always be on-message!

Another key point is that unlike a search engine, an LLM does not have an index of content which it searches to find answers. It would be impossible to search ChatGPT for all mentions of your brand — that’s simply not how it works. 

An LLM is more similar to a human brain, in that it has a lot of knowledge stored in patterns and relationships between words and concepts. It is extremely difficult, verging on impossible, to examine and understand the detail of an LLM’s learned knowledge because of the sheer scale and complexity; this is a challenge referred to as Black Box AI. 

But we do understand how Generative Engines work at a high level, and we can analyze the kind of responses they produce for relevant queries, which gives us insight into how we should optimize our content for increased visibility.

Tip: Learn more about the citation layer.

What content features improve GEO-visibility?

Bear in mind that when you’re optimizing content for Generative Engines, the goal is to write copy that is easier for AI to digest and incorporate into its responses.

Clarity: Avoid overly elaborate language. Do not use corporate-jargon. Keep it simple, professional, and to the point. Leave no room for ambiguity. 

Authority: Wherever possible back up your statements with data from reputable sources, quotes from experts or industry leaders, and reference-able proof points. 

Structure: Organize your pages well with clear titles, headings, and subheadings. Use heading tags (H1, H2, etc) correctly to specify the hierarchy of your content. 

Recency: AI platforms look for more recent information from trusted sources to supplement their base knowledge, so in both owned and earned media, aim to publish fresh content recently.

In many respects GEO shares principles with good SEO practice. If you write consistently high quality content which addresses the needs of your target audience, and structure it correctly on well designed, standards compliant web pages, you will succeed.

Reading tip: Learn how a website rebuild drove a 73% citation increase.

Test your GEO readiness: a 2-minute self-assessment.

First you need to understand your starting point. Meltwater’s GenAI Lens is a tool that gives brands insight into how they are discussed by all major Generative Engines, including ChatGPT, Claude, Gemini, Perplexity, Grok, and Deepseek. 

With GenAI Lens you’ll be able to understand how your brand is already featured in LLMs, what source websites are used in those responses, and whether outdated or inaccurate information is being used. 

We know that LLMs pull content from the web, which they use to inform their responses. So whatever is said about your brand online will significantly affect how Generative Engines talk about your company. 

Start with your own website, this is the first place LLMs will look for information about your organization. But also focus on trusted, high authority third party sites like the mainstream news and specialist media within your industry, because these are the kinds of sources that LLMs will use. GenAI Lens can show you which websites the leading LLMS use to source information about your brand. 

Once you have a comprehensive audit of how your brand is currently portrayed online, you can perform a gap analysis against your desired messaging, and build a plan for how to reach that objective.

Tip: AI brand monitoring, AI media monitoring, and LLM monitoring will help you understand your online footprint. Learn how to track your LLM visibility and how to track LLM brand mentions.

An important difference between GEO and SEO is understanding how people search differently when using Generative Engines. Users interact conversationally with AI, and are likely to ask more complex questions in natural language, compared to simple keywords or short queries in a search engine. So it’s useful to get an idea of what kind of questions people will ask about your brand or industry, to help plan your GEO content.

Tip: Learn more about AI visibility for retail brands.

Unlike search engines, at present the leading Generative Engines do not share data on popular user queries, so it’s not easy to find out exactly what people are asking about your business. But you can look at popular keyword searches associated with your brand, and brainstorm the most likely questions people will ask Generative Engines. 

You can also use a social listening platform, like Meltwater Explore+ to analyze social media conversations around your brand and industry, to gain insight into common questions. Once you have mapped out all of the most likely questions people might ask, you can start creating content that answers those questions.

Tip: Learn how to connect social listening with generative engine optimization. 

Conventional SEO was built around search queries but GEO requires thinking in concepts, context, and authority — you need to focus on the intent of the query, rather than simply trying to match keywords. 

LLMs prioritize sources that provide comprehensive, well-structured, and contextually rich content. Focus your content strategy on:

Educational depth: Long-form resources that answer questions end-to-end. Publish explainers, FAQs, and data-backed insights that answer “how” and “why.”

Credibility signals: Citations, quotes, and data from reputable sources (analyst studies, thought leadership, or trusted media).

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