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The LLM Optimization Playbook: How To Get Your Brand Recommended By AI & LLMs

Sidra Khan
Written By
September 8, 2025
5 minutes read
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Generative engine optimization (GEO), LLMO, AI Overviews (AIOs), or just an extension of SEO (now being called on LinkedIn as Search Everywhere Optimization) – which abbreviation is correct? Ahh forget about it.

We’ve all heard different scary (to some) numbers on how click-through rates are now off the cliff with Google AIOs, how LLMs like ChatGPT are eating away at Google’s share of search – basically, SEO is dead – but I won’t regurgitate them here.

In this article, we’ll explore first principles for using AI, LLM advertising, and LLMs to get your content (and your company) recommended.

Users are moving to Generative Engines Rather Than Search Engines

Your band’s digital visibility was once dominated by search engines. The last growth factor was being ranked on Google. Generative AI or generative artificial intelligence optimization has changed that paradigm but.

When they pose a question to an LLM, they do not scroll through ten answers: they receive a single synthetic answer.

This is the new dynamic reality that makes GEO an obvious successor to SEO. GEO (or LLM SEO) is all about becoming AI-visible so that generative engines take into account, mention, and suggest you.

Now, you are competing to be included in AI-generated answers rather than competing to get clicks in a SERP.

First to adjust to GEO or generative artificial intelligence optimization will gain an edge, and those that fail to do so will be reduced to a hand, when AI runs search engines.

Meaning of LLM Mentions on AI

AI mentions are brand mentions from an AI-powered response, such as ChatGPT, Google AI Overviews, and Google AI Mode.

AI mentions can be used in different dialogical contexts and can be positive, negative or neutral. Links or Unlinks can also be made to Mentions.

There are three key factors that determine how your brand is represented and seen in AI-generated responses:

  • Your brand that’s present and represented in the training data of the model
  • how your brand is shown and remembered in any collateral information (e.g., web results)
  • The tool’s thinking about the user (and their prompt).

AI Mentions vs. AI Citations

AI mentions are the brand mentions or recommendations made by any generative engine in their AI responses; on the other hand, your general references for any information are counted as AI citations.

Take this example to make it brainy.

A user searched on the prompt “Digital marketing agency Dubai”

This is what LLM could respond:

There are number of companies working as Digital Marketing agency in Dubai – But Digital Gravity, United SEO, and Sherpa SEO are a few of the top ranked agencies according their clutch and Trustpilot reviews.

Here, in this approach, the agency’s name is a brand mention; on the other hand, references and other recommendations from other sources are citations.

How to Get More AI Mentions – LLM Optimization Strategy?

This would be your most searched query if you are an SEO company and or any other business looking to surpass AI responses.

Based on our current findings and understanding; we have come up with top 3 three strategies that could work to make your brand soar in all AI-powered engines.

1- Get Brand Mentions in Context-Rich Content

Wondering how content engineers improve brand mentions in LLM outputs?  Getting the brand mentions must be your top priority while you look to optimize your website for LLM models. Focus on creating motivational content about your brand that would not only provoke users to visit your site but also search engine bots to recommend your brand to others.

For this approach, you may consider going with the different types of content Topics with the best, top, etc. Such as blogs, articles, social proofs, working on Reddit and Quora chats.

Lastly, don’t forget to create a schema of all your blogs – this approach has worked for many and will definitely work for your brand too to rank on ChatGPT, and other LLM engines.

2- Publish In-Depth Content About Your Brand

This refers to an approach to create and publish diverse, detailed, and value-providing content regarding your brand’s services and products. Those details will definitely aid AI algorithms in apprehending more information to learn from and use it.

For instance, must explain all the WHs, like what, who, why, where, and how, to your audience to avail your services. This Sort of broad clarity will only blow up your target audience queries but fulfill the bowl of LLMs’ Information.

3- Monitor and Improve Your Sentiment

To rank on perplexity and other AI-powered engines, try to understand, monitor, and analyze what these engines think about your brand, services, or products. Also, what do they think about the top competitors of your niche?

Once you analyze the gap, try to work on these. And after a few times, and with effective efforts, your brand or services will definitely get recognized by LLMs

AI Inputs, Not AI Outputs – Write Human

To get rank on AI engines, or LLM SEO, quality content is the key. Your good content is the only key that can unlock your doors to LLM success. Getting your company’s recommendations by AI means informing them about something new – they are hungry for new pieces of valuable content.

All in all, while working on ensuring the information gained based on substantive, non-LLM-derived research (enough to warrant LLM model inclusion) is at the table. This will not only adhere to SEO basics and LLM optimization but also help to maintain a human-written tone.

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