LLM SEO (Large Language Model Search Engine Optimization) is the practice of optimizing your brand and content to be cited and recommended by AI-powered answer engines like ChatGPT, Perplexity, Claude, and Gemini. Unlike traditional SEO which focuses on Google rankings, LLM SEO ensures AI assistants know about and recommend your brand.

Which AI platforms do you track?

We track citations and recommendations across 6 major AI platforms: ChatGPT (OpenAI), Perplexity, Claude (Anthropic), Gemini (Google), Grok (xAI), and Microsoft Copilot. We continuously add new platforms as they emerge.

How does citation tracking work?

You define the questions your customers ask AI (e.g., 'What are the best CRM tools?'). We query real AI engines with those prompts daily and analyze whether your brand gets mentioned, what sentiment is used, if you're recommended, and how you compare to competitors.

How is this different from traditional SEO tools?

Traditional SEO tools track Google rankings, backlinks, and keyword positions. GRRO specifically tracks how AI engines perceive and recommend your brand. AI doesn't use rankings the same way. It uses training data, recency, authority signals, and content structure to decide who to cite.

How long until I see results?

You'll see your current AI visibility status immediately upon setup. Optimization results vary, but most brands see measurable improvement in citation rates within 4-8 weeks of implementing our content strategy and technical audit recommendations.

How does the 90-day guarantee work?

On Pro and Enterprise plans, we record your baseline AI visibility score within 48 hours of activation. If you implement 75%+ of our recommended optimizations within 60 days and your score doesn't improve by at least 30% after 90 days, your next quarter is free.

GRRO Blog

Everything you need to know about getting your brand recommended by AI search engines. Plus case studies from brands already winning.

February 28, 2026

AI Search Is Replacing Google: What 800 Million Weekly Queries Mean for Your Business

AI search engines now process 800M+ queries per week with 527% YoY...

Jason DeBerardinis|10 min read

February 28, 2026

The Content Structure AI Engines Love: How to Format for Recommendations

Content structure determines whether AI engines can extract and recommend your content....

Jason DeBerardinis|14 min read

February 28, 2026

How AI Search Engines Decide What to Recommend: The RAG Pipeline Explained

AI search engines use a Retrieval-Augmented Generation pipeline to decide what to...

Jason DeBerardinis|12 min read

February 28, 2026

How to Get Your Brand Recommended by ChatGPT, Perplexity, and Claude

A step-by-step guide to getting your brand recommended by the AI search...

Jason DeBerardinis|11 min read

February 28, 2026

Perplexity vs ChatGPT vs Gemini: How Each AI Engine Recommends Differently

Each AI search engine pulls from different sources, favors different content types,...

Jason DeBerardinis|13 min read

February 28, 2026

What Is AI Search Optimization? The Complete Guide for 2026

AI search optimization is the practice of positioning your brand to get...

Jason DeBerardinis|10 min read

February 26, 2026

Why 97% of Brands Are Invisible to AI Search (And How to Fix It)

With 800M+ weekly AI search queries, most brands are completely invisible to...

Jason DeBerardinis|10 min read

February 24, 2026

AI Recommendation Score: What It Is and Why It Matters

Your AI Recommendation Score tells you exactly how visible your brand is...

Jason DeBerardinis|10 min read

February 22, 2026

How to Audit Your AI Search Visibility in 30 Minutes

A step-by-step guide to manually checking whether ChatGPT, Perplexity, Gemini, and other...

Jason DeBerardinis|10 min read

February 20, 2026

Building Authority Signals That Get Your Brand Recommended by AI

AI search engines recommend brands they trust. Here are the specific authority...

Jason DeBerardinis|14 min read

February 18, 2026

Case Study: How a B2B SaaS Brand Went from 0 to 80% AI Recommendation Rate

A B2B project management platform went from being recommended by 0 of...

Jason DeBerardinis|11 min read

February 18, 2026

Case Study: Sheath Went from 38% to 67% LLM Citation Rate in 4 Months

Sheath was barely showing up in AI search results. After identifying their...

Jason DeBerardinis|13 min read

February 16, 2026

Case Study: How an Ecommerce Brand Captured 12,000 Monthly AI Referrals

A DTC skincare brand was invisible to AI search while competitors captured...

Jason DeBerardinis|13 min read

February 16, 2026

Case Study: How Responses Overtook Their Top Competitor in AI Recommendations by Day 52

Responses started at 20% visibility while their competitor sat at 45%. Within...

Jason DeBerardinis|12 min read

February 14, 2026

Case Study: How a Local Business Got Recommended by AI in 60 Days

A local dental practice went from completely invisible to AI search engines...

Jason DeBerardinis|9 min read

February 14, 2026

Case Study: How Spoil Reached 70% Visibility Across 5 AI Engines in 9 Months

Spoil started at 30% visibility with inconsistent coverage. They now show up...

Jason DeBerardinis|13 min read

February 12, 2026

Schema Markup for AI Search: The Technical Guide to Getting Recommended

Structured data markup is one of the most effective technical strategies for...

Jason DeBerardinis|13 min read

February 10, 2026

The Future of AI Search in 2026: 7 Predictions for Brand Visibility

AI search is growing at 527% year over year and reshaping how...

Jason DeBerardinis|12 min read

February 8, 2026

The RAG Pipeline: How AI Actually Finds and Recommends Your Brand

AI search engines use Retrieval-Augmented Generation to find and recommend brands. Understanding...

Jason DeBerardinis|13 min read

February 6, 2026

Measuring the ROI of AI Search Visibility: A Framework for Marketing Leaders

AI search referrals convert at 4.4x the rate of traditional organic traffic....

Jason DeBerardinis|13 min read

GRRO Blog

AI Search Is Replacing Google: What 800 Million Weekly Queries Mean for Your Business

The Content Structure AI Engines Love: How to Format for Recommendations

How AI Search Engines Decide What to Recommend: The RAG Pipeline Explained

How to Get Your Brand Recommended by ChatGPT, Perplexity, and Claude

Perplexity vs ChatGPT vs Gemini: How Each AI Engine Recommends Differently

What Is AI Search Optimization? The Complete Guide for 2026

Why 97% of Brands Are Invisible to AI Search (And How to Fix It)

AI Recommendation Score: What It Is and Why It Matters

How to Audit Your AI Search Visibility in 30 Minutes

Building Authority Signals That Get Your Brand Recommended by AI

Case Study: How a B2B SaaS Brand Went from 0 to 80% AI Recommendation Rate

Case Study: Sheath Went from 38% to 67% LLM Citation Rate in 4 Months

Case Study: How an Ecommerce Brand Captured 12,000 Monthly AI Referrals

Case Study: How Responses Overtook Their Top Competitor in AI Recommendations by Day 52

Case Study: How a Local Business Got Recommended by AI in 60 Days

Case Study: How Spoil Reached 70% Visibility Across 5 AI Engines in 9 Months

Schema Markup for AI Search: The Technical Guide to Getting Recommended

The Future of AI Search in 2026: 7 Predictions for Brand Visibility

The RAG Pipeline: How AI Actually Finds and Recommends Your Brand

Measuring the ROI of AI Search Visibility: A Framework for Marketing Leaders

Is AI recommending your business?

AI Search Is Replacing Google: What 800 Million Weekly Queries Mean for Your Business

The Content Structure AI Engines Love: How to Format for Recommendations

How AI Search Engines Decide What to Recommend: The RAG Pipeline Explained

How to Get Your Brand Recommended by ChatGPT, Perplexity, and Claude

Perplexity vs ChatGPT vs Gemini: How Each AI Engine Recommends Differently

What Is AI Search Optimization? The Complete Guide for 2026

Why 97% of Brands Are Invisible to AI Search (And How to Fix It)

AI Recommendation Score: What It Is and Why It Matters

How to Audit Your AI Search Visibility in 30 Minutes

Building Authority Signals That Get Your Brand Recommended by AI

Case Study: How a B2B SaaS Brand Went from 0 to 80% AI Recommendation Rate

Case Study: Sheath Went from 38% to 67% LLM Citation Rate in 4 Months

Case Study: How an Ecommerce Brand Captured 12,000 Monthly AI Referrals

Case Study: How Responses Overtook Their Top Competitor in AI Recommendations by Day 52

Case Study: How a Local Business Got Recommended by AI in 60 Days

Case Study: How Spoil Reached 70% Visibility Across 5 AI Engines in 9 Months

Schema Markup for AI Search: The Technical Guide to Getting Recommended

The Future of AI Search in 2026: 7 Predictions for Brand Visibility

The RAG Pipeline: How AI Actually Finds and Recommends Your Brand

Measuring the ROI of AI Search Visibility: A Framework for Marketing Leaders