From Keywords to Conversations: SEO’s New Frontier in Chat Engines

It’s making me cringe to write this — but here we are…Yet another blog about AI platforms and chat engines.

I’m a bit tired of the “sky is falling” takes. The panic. The drama that some SEO’s are touting around AI Platform optimisation.

Because honestly? A lot hasn’t changed since I started in online marketing back in 2005:

1. Brands and SEO’s live and work in a dynamic environment — tech is always changing.
2. People still use language and text to express what they want.
3. If you’ve got a good product, at the right price, and are promoting in the right place — you’ll do well.
4. Your website is still your shop window, your source of truth, and your biggest opportunity to influence decisions.
5. People compare, research, and want to get to know your brand. So yes, what others say about you online still matters. *sigh*

The real reason for the panic? Attribution is shifting and so SEO-to-client conversations have to change too.

If you’re a brand — be cool. If you have a good SEO working with you, they’re already adapting to Generative Search or Answer Engine Optimisation. Looking after your site and reporting back on sentiment and brand perceptions in AI chats.

Yes, attribution is hazy right now because there are many platforms and a lot more discovery, research, and consideration is happening in chat windows we can’t see. There is a shift in how SEO’s report.  Keywords rankings and traffic from search will continue to change. But if you have your foundational SEO elements in place you will be ok.

What we can see?

Referrals from AI platforms are tracking at 1.8–6%, and they’re often higher quality — users arriving from these platforms are more informed, more trusting, and more ready to take action.

I worked on voice and AI research for Microsoft back in the Bing/Cortana days.
We’ve been chatting to Alexa, Siri, and Google Home for years.
The structures behind AI platform visibility are well-established — built on technical SEO, audience research, and content strategy.

What’s changing is how visibility works for online brands

As users shift from short keyword-based queries to longer natural language prompts, visibility depends on how well your brand is understood by AI assistants. AI assistants ability to understand a wider set of information and richer conversation can mean that answers are more revealing about the true quality of your brand and products.

That means checking you’re up to date on:

• Structuring content in your owned content for AI parsing
• Optimising for citations in AI-generated answers
• Tracking visibility across LLM platforms
• Creating content that aligns with high-intent, conversational queries
• Being conscious of the impact of positive and negative reviews, social media and user generated content

The fun part?

AI tools within SEO are increasingly open up opportunities to:

•  Understand and influence how your brand is represented in AI responses
•  Reach new audiences through AI-powered discovery
•  Future-proof your content strategy for the next wave of search

FAQs on AI in SEO

1. Is SEO still relevant in the age of AI chat platforms?

Yes — SEO is evolving, not disappearing. While traditional keyword-based search is shifting toward conversational queries, the core principles of SEO (technical structure, content quality, and user intent) remain essential. AI platforms still rely on well-structured, authoritative content to generate accurate answers.

2. What’s the difference between traditional search and AI discovery?

Traditional search relies on keyword matching and ranking. AI discovery, through platforms like ChatGPT, Gemini, and Perplexity, focuses on understanding natural language prompts and generating answers based on context, citations, and brand perception. It’s less about ranking and more about being part of the conversation.

3. Why are some SEOs panicking about AI platform optimisation?

Much of the panic stems from shifting attribution models. AI platforms often don’t provide clear referral paths, making it harder to track visibility and conversions. However, experienced SEOs are already adapting — using sentiment tracking, brand monitoring, and new metrics to measure impact.

4. Are AI referrals actually valuable?

Yes — in many cases, AI referrals convert at higher rates than traditional organic traffic. Users arriving from AI platforms tend to be more informed, more trusting, and more ready to take action. Studies show conversion rates from ChatGPT and Perplexity can be 5–15x higher than Google organic search.

5. Should I change my SEO strategy completely?

Not necessarily. If your foundational SEO is strong — technical health, content quality, brand clarity — you’re already well-positioned. The shift is more about expanding your strategy to include AI visibility, not replacing it.

For the past few years, I’ve been working with AI platforms like ChatGPT, Gemini, and Perplexity — shaping content and SEO strategies that go beyond traditional search. So, if you’re thinking about how your brand shows up in AI answers — not just search results — I’d love to chat.