AI Search & GEO

LLM SEO: Optimizing for Large Language Models in 2026

LLM SEO gets your business cited in ChatGPT, Gemini, Perplexity and Google AI Overviews. What works, what to skip, and which LLM SEO tools to use.

Cory YoungCory YoungFounder & CEO, BCC Interactive Updated Nov 4, 2026 5 min read
LLM SEO: a chat window where an AI assistant recommends Your Business and lists the sources it cited
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Ask ChatGPT who the best company for your service is in your city.

If your business isn’t in that answer, a competitor is. That’s not a someday problem, it’s happening now.

LLM SEO, also called LLMO or LLM optimization, is how you change that answer.

Key Takeaways

  • LLM SEO gets you into AI answers. It's the work of getting ChatGPT, Gemini, Claude, Perplexity and Google AI Overviews to name and cite you.

  • Ranking alone isn't enough. BrightEdge found only 16.7% of AI Overview citations come from Google's organic top 10. Ahrefs, using a different method, puts it at 38%.

  • Off-site mentions matter. In Ahrefs' study of 75,000 brands, branded web mentions had the strongest correlation with AI Overview visibility (0.664).

  • Skip the shortcuts. Ahrefs found 97% of llms.txt files got zero requests in a month.

What Is LLM SEO (and Is LLMO the Same Thing)?

LLM SEO is optimizing your website and your brand’s presence across the web so AI platforms and AI search engines mention you, recommend you, and cite your pages.

A large language model (LLM) is the AI behind ChatGPT, Gemini, and Claude. It answers questions in natural language.

You’ll also hear LLMO (large language model optimization), GEO (generative engine optimization), AEO (answer engine optimization), and AI SEO. Honestly, the label matters less than the goal: getting your business into the answer.

How LLMs Work When They Answer a Query

LLMs learn about your business in two ways:

  • Training data. The model learned from a large snapshot of the web: articles, reviews, Reddit threads, news. If people talked about your brand, the model already “knows” you.
  • Live web search. ChatGPT search, Perplexity, Gemini, and Google AI Overviews search the web in real time and summarize a handful of pages found through indexes like Google and Bing.

That second path is why technical SEO and traditional search engine rankings still matter. If crawlers can’t reach your pages, you can’t be cited.

LLM SEO vs. Traditional SEO: What Actually Changes

 Traditional SEOLLM SEO
GoalRank a page on GoogleGet named and cited in AI answers
Typical queryShort keyword: "plumber tampa"Conversational prompt: "Who's a reliable plumber in Tampa for an older house?"
What winsRelevance, links, technical healthSame foundation, plus mentions on trusted sites
How you measure itRankings, clicks, leadsMentions, citations, share of voice, leads

Look, SEO isn’t dead. It’s evolving. LLM SEO builds on a solid SEO foundation. You can’t build the second floor before the first one’s solid.

What changes is what counts as a win. Pew Research found people clicked a traditional result on 8% of visits to a results page with an AI summary vs. 15% without one. So track citations, not just clicks.

Free · 15-minute check

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Most business owners have never checked how ChatGPT describes them. Our free AI Visibility Playbook walks you through it in 15 minutes.

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6 LLM Optimization Strategies That Get You Mentioned

1. Answer the Question First

AI responses pull clear, direct answers. Put the answer in the first two sentences, then the detail.

2. Get Mentioned on Sites You Don't Own

In the Ahrefs brand study, the factors most tied to AI Overview visibility were all off-site.

Bar chart of what correlates with getting mentioned in AI Overviews: branded web mentions 0.664, branded anchor text 0.527, branded search volume 0.392

Source: Ahrefs, 75,000 brands, May 2025. Correlation, not causation.

Brand mentions are what we see working too: reviews, industry roundups, local press, podcasts, and Reddit threads where real people recommend you.

3. Say the Same Thing Everywhere

Your services and locations should read the same on your site, Google Business Profile, LinkedIn, and directories. Mixed signals get you described wrong.

4. Publish What Only You Know

Original data, real price ranges, client results. LLMs have already seen the generic version. Your specifics get cited, and that’s the core of an LLM-friendly content strategy.

5. Build Topic Clusters

Start from keyword research and real customer questions, cover a topic from several angles, and connect the pages with internal links.

6. Let the AI Crawlers In

Make sure your robots.txt file isn’t blocking AI bots you want, like OAI-SearchBot (ChatGPT search) and PerplexityBot. Our guide on how to rank on ChatGPT explains which OpenAI crawler does what.

BCC Interactive
Our Take

We skip llms.txt files, AI-only copies of pages, and turning every heading into a question. Ahrefs checked 137,000 domains: 97% of the llms.txt files it found got zero requests in a month. Schema still goes in for Google's rich results, not as an AI trick.

The BCC Interactive team

LLM SEO Tools: How to Track Your AI Visibility

The best LLM SEO tool is the one you’ll actually check every week.

ToolWhat it tracksGood fit for
Semrush AI Visibility ToolkitMentions, cited pages, AI crawler issuesSemrush users (what we use for weekly client tracking)
Ahrefs Brand RadarBrand mentions and share of voiceAhrefs users
ProfoundCitations and sentiment analysis across many AI enginesLarger brands
Peec AIPrompts, citation sources, competitorsMarketers who want citation detail
Otterly.AIPrompt trackingA budget-friendly start
ChatGPT, Gemini, PerplexityManual prompt checksAnyone, free, today

LLM optimization tools change pricing often, so check before you buy.

Paste this into ChatGPT, Gemini, and Perplexity

Your Monthly AI Visibility Check

I'm looking for a [your service] in [your city] for [a specific situation]. Who would you recommend and why? Include your sources.

Write down who gets named and which sites get cited. Those sites are your outreach list.

When to Hire an LLM SEO Agency

An LLM SEO agency makes sense when:

  • Competitors show up in AI answers, and you don’t
  • AI describes your business wrong
  • Nobody in-house owns SEO and AI visibility
AEO services

Get Your SEO and AI Visibility Built Together

We run SEO, AEO, and paid search under one roof, so your rankings and your AI answers work from one plan. No corporate nonsense, no long-term contracts.

See Our AEO Services

Your Customers Are Already Asking AI. Be the Answer.

Run the prompt above today. If you’re missing, start with a solid SEO strategy, then earn mentions on sites you don’t own.

Find Out Where You Stand in AI Search

You'll leave with:

  • What ChatGPT and Google's AI say about you today
  • Where your leads are leaking
  • A 90-day plan you can run with or without us
Get My 90-Day Roadmap
30 minutes. No contract. No pitch deck.
Cory Young, founder of BCC Interactive
Cory Young
You'll talk to me, not a sales rep

Frequently Asked Questions About LLM SEO

Yes, for practical purposes. All of them mean getting your brand into AI-generated answers.

There’s no evidence it does. Ahrefs found 97% of llms.txt files got zero requests, and Google’s own documentation says you don’t need AI text files or special markup to appear in AI Overviews.

It depends on your starting point. AI tools that search live can pick up a page once it’s indexed. Training data only changes when a model is retrained, which you don’t control.

It’s small today. Semrush found AI traffic grew 66% in 2025 but was still 0.14% of total traffic. When it arrives, it converts about as well as organic: Amsive found 4.87% vs. 4.60% across 54 sites.

The ones your customers use. For most businesses that’s ChatGPT, Google AI Overviews, Gemini and Perplexity. The same work covers all of them.

Cory Young

Written By

Cory Young

Founder & CEO, BCC Interactive

Cory Young is the founder and CEO of BCC Interactive, a digital marketing agency that helps B2B companies, e-commerce companies, and local businesses grow through SEO, AEO, and paid search. He started agency-side on NBA, NFL, and NASCAR accounts, then managed marketing teams at Comcast and Campbell's.

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