Consumers are making buying decisions in AI search tools, not Google. McKinsey shows how to benchmark and fix your visibility before competitors own the conversation.
The front door to the internet has moved. Consumers are no longer typing queries into Google Search. McKinsey reports that buyers increasingly default to AI-powered search tools like ChatGPT, Gemini, Perplexity, and Google AI Overviews to evaluate brands and make purchasing decisions.
This shift creates a visibility crisis for most businesses. Your content may rank perfectly in traditional search, but if it isn't surfacing in LLM-based results, you're invisible at the exact moment prospects are making decisions about your company.
Most businesses have no idea how they perform in AI search. They've built their entire visibility strategy around Google, but their customers have moved to different tools. McKinsey recommends starting with a diagnostic approach that benchmarks your current AI search performance across all major LLM-based platforms.
This diagnostic reveals three critical things: where your brand appears and how often, which sources competitors are claiming, and the gaps where your content should be cited but isn't. Without this baseline, you're optimizing blind.
Traditional SEO tactics designed for Google ranking algorithms don't translate directly to LLM-based search. AI models source information differently, weight authority differently, and cite differently. Your content strategy needs to be rebuilt for how large language models retrieve and surface information.
McKinsey's approach focuses on optimizing content so it becomes a trusted, citeable source that LLMs default to when answering questions about your industry or category. This isn't about keywords. It's about becoming the source.
The businesses that act first on AI search visibility will own the conversation in their categories. The ones that wait will scramble to catch up after their competitors have already captured trust and authority.
How WebKing runs this
We audit your current visibility across AI search platforms, benchmark performance against competitors, and optimize your content strategy so it surfaces as a trusted source in AI-powered buying decisions.
McKinsey reports that consumers are increasingly defaulting to AI search tools like ChatGPT, Gemini, and Perplexity to evaluate brands and make buying decisions. If your content doesn't appear there, you're invisible to a growing segment of your customers at their decision moment.
You need a diagnostic benchmark that tests your visibility across major LLM-based search engines. This shows you where you rank, which sources competitors are, and gaps where your content should appear but doesn't.
No. LLM-based search works differently than traditional search ranking. McKinsey recommends a specific optimization approach tailored to how AI models surface and cite sources, not just keyword placement.
Your competitors will own the conversation where your customers are actually looking. As AI search becomes the default front door to the internet, ignoring it means ceding visibility and trust at the moment buyers evaluate your brand.
Sources
The Lab is original analysis by WebKing. We summarize and interpret developments from the sources above for industrial, commercial, and small business owners. Figures are reported as published by their sources.
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