LLM Relevance

How AI Search Differs from Google

The Search Landscape Has Changed

For over two decades, Google has been synonymous with search. Business owners learned the rules: optimize your website, build links, create content, and climb the rankings. But a fundamental shift is happening. People are increasingly turning to AI tools like ChatGPT, Claude, Perplexity, and Google's own Gemini to find information about businesses, products, and services.

This isn't just a new trend—it's a new paradigm. And the rules are completely different.

Why This Matters for Your Business

When someone searches for "best coffee shop in Seattle" on Google, they get a list of links. When they ask ChatGPT the same question, they get a curated answer with specific recommendations, often mentioning brands by name.

Here's what's at stake: If your business isn't in the AI's knowledge base, you don't exist in that answer. There's no "page 2" to fall back on. You're either mentioned or you're not.

The Five Key Differences

1. Authority Over Keywords

Google has traditionally focused on keywords and links. AI search focuses on authority and trust signals.

Google's approach: If your page has the right keywords and enough quality backlinks, it can rank.

AI's approach: Does this business have enough credible mentions across the internet to be considered an authoritative source? AI models look for consistent patterns of recognition from trusted sources—news sites, industry publications, verified databases, and Wikipedia.

What this means for you: Stop thinking about "ranking for keywords." Start thinking about "being known for expertise."

2. Synthesis Instead of Links

Google gives you 10 blue links. AI gives you one synthesized answer.

When someone asks ChatGPT "What CRM should a small real estate business use?", it doesn't provide a list of options for the user to click through. It synthesizes information from thousands of sources and provides a direct recommendation.

The impact: Your business needs to be mentioned in enough places that when AI synthesizes information about your industry, your name naturally comes up.

3. Recency Has Different Rules

Google's algorithm constantly crawls the web and can update rankings in hours or days. AI models are trained on data up to a certain cutoff date, then supplemented with real-time search capabilities.

What this means:

  • Your historical online presence matters enormously because it's baked into the model's training data
  • Recent information can be pulled in through web searches, but it's not the primary basis for recommendations
  • Building authority is a longer game—you need consistent mentions over time
  • 4. Context Matters More Than Ever

    Google treats each query independently. AI remembers context within a conversation.

    If someone asks ChatGPT "Who makes the best organic pet food?" and then follows up with "Are they available in Colorado?", the AI maintains context and can provide a relevant answer about that specific brand's availability.

    The opportunity: When AI mentions your business once in a conversation, it's more likely to remember and reference you in follow-up questions. Being the initial recommendation is incredibly valuable.

    5. Trust Signals Trump Everything

    Google's primary trust signal is links from other websites. AI's trust signals are more holistic:

  • Coverage in reputable news outlets
  • Mentions in industry publications
  • Presence in verified databases
  • Awards and recognitions
  • Customer reviews on established platforms
  • Expert testimonials and case studies
  • Wikipedia presence (if notable enough)
  • The shift: You can't "hack" your way into AI visibility with link schemes. You need legitimate recognition from credible sources.

    What Changes for Your SEO Strategy

    Don't Abandon Google SEO

    Let's be clear: Google isn't going anywhere soon. Traditional SEO still matters. But you need to expand your strategy.

    Add These to Your Priorities

    1. Media Coverage: One article in a respected industry publication is worth more for AI visibility than 100 backlinks from random blogs.

    2. Structured Data: Help AI understand exactly what your business does, where you're located, and what you offer. Schema markup matters more than ever.

    3. Consistent NAP: Your Name, Address, and Phone number need to be identical across every platform—Google Business Profile, Yelp, industry directories, your website, press releases, everywhere.

    4. Original Research: Publish studies, surveys, or data that other people cite. When your company is the source of information, AI is more likely to mention you.

    5. Expert Content: Don't just write blog posts for keywords. Write content that demonstrates genuine expertise that other experts would reference.

    The Time Horizon Is Different

    Here's the uncomfortable truth: You can't "optimize for ChatGPT" and see results next week like you might with Google Ads.

    Building AI visibility is more like building brand reputation—it takes months of consistent effort. You need to:

  • Build up mentions across the web
  • Establish authority in your niche
  • Create content that others reference
  • Get covered by credible sources
  • But here's the good news: Once you're in the AI's knowledge base, you're there. Unlike Google rankings that fluctuate with algorithm updates, AI recognition is more stable.

    Measuring Success Differently

    You can't check your "ChatGPT ranking" like you check Google rankings. Instead, you need to track:

  • Brand mentions in news and industry publications
  • Citations of your content or research
  • Speaking engagements and awards
  • Reviews on major platforms
  • Whether your brand appears when you directly test AI tools with relevant queries
  • The Bottom Line

    AI search isn't replacing Google—it's adding a new dimension to online visibility. The businesses that thrive will be those that:

    1. Maintain strong traditional SEO

    2. Build genuine authority and expertise

    3. Get mentioned in credible sources

    4. Provide consistent, accurate information across the web

    5. Create content worth citing

    The question isn't whether to optimize for AI search. The question is whether you can afford not to.

    Next Steps: Start by testing where you stand. Search for your business name in ChatGPT, Claude, and Perplexity. Ask about your industry and see if you're mentioned. Then build a strategy to increase your presence in the sources these AI tools trust.

    Want to dive deeper? Learn about [why some brands show up in ChatGPT and others don't](/learn/why-brands-show-up-in-chatgpt), or explore [the authority signals that make LLMs trust your brand](/learn/authority-signals-llms-trust).

    Ready to start tracking your AI visibility? [Join our waitlist](/waitlist) to be notified when our LLM tracking tool launches.

      How AI Search Differs from Google