How SPM’s Engineered Brand Discovery Drives Brand Visibility in AI Search

The way consumers find brands has fundamentally shifted. It’s no longer about ranking on page one of Google. Today, brands need to show up inside AI-powered answers, the responses generated by ChatGPT, Perplexity, Google AI Overviews and other large language models, that an increasing number of consumers are using as their primary starting point for buying decisions.

According to McKinsey, 50% of consumers now use AI-powered search as their primary source for purchase decisions. By 2028, $750 billion in U.S. revenue is projected to flow through AI-powered search channels. And yet only 16% of brands currently track their AI visibility, which means most brands have no idea whether they appear—or how they appear—when a consumer asks an AI a question relevant to their category.

At SPM Communications, we’ve built a practice specifically designed to address this gap: Engineered Brand Discovery.

How AI Search Engines Actually Work

AI answer engines don’t crawl the web the way traditional search engines do. They synthesize. Platforms like ChatGPT, Perplexity and Google AI Overviews draw on what has already been established about a brand or category across a wide range of sources, weigh those sources by authority and consistency, and construct a response. The brands that appear in that response are the ones that have built a consistent narrative, told across different digital touchpoints.

Those touchpoints include a consistent narrative presence across trusted, third-party publications; structured, citable content that AI engines can parse and reference; and earned media coverage in high-authority outlets. Most brands are still optimizing for clicks. AI engines reward citations.

Why PR is the Right Foundation for GEO

The tools PR has refined over decades—high-impact earned media coverage, authoritative storytelling, strategic placements in top-tier outlets—are among the most powerful signals driving AI visibility. This isn’t a coincidence. It’s a structural alignment between what large language models value and what PR has always been built to deliver.

SEO-first and tech-first GEO tools can track visibility, but they cannot build authority. A byline in a trusted publication, a placement in a top-tier outlet, a consistently structured brand narrative are GEO signals as much as they are PRwins. That is why a top PR agency is uniquely positioned to lead GEO strategy, and it’s the structural advantage SPM brings to this discipline.

What Engineered Brand Discovery Includes

Engineered Brand Discovery is a results-driven PR strategy built on five core components, designed to give consumer brands a measurable edge in AI-powered search:

• GEO Audit and Benchmark Report – establishes AI visibility score, mention rate, rank, source citations and competitive position across five major LLMs

• Consumer Roadmapping and Messaging Framework – maps consumer prompts, aligns messaging to how AI synthesizes category answers and coordinates with SEO and web teams

• GEO-Optimized Content Development – owned, earned and social content structured for AI citation, including AI-Visibility Releases built to expand online footprint across emerging discovery channels

• Monthly AI Visibility Reporting – leverages AI insights to track Visibility Score, Mention Rate and Rank over time across ChatGPT, Perplexity, Google AI Overviews, Gemini and others, with tracking KPIs tied to business impact

• LLM-Driven Crisis Response – monitors and counters how AI characterizes a brand during a crisis, in real time

The Bottom Line

AI search has changed how brands are discovered, and the brands that appear in AI-generated answers have a meaningful advantage at the moment of decision. The compounding nature of GEO work means that brands that establish authority now will be increasingly difficult to displace later.

SPM Communications is a trusted partner built for exactly this moment—bringing proven earned media coverage expertise and strategic counsel to the new discipline of AI visibility. If you’d like to understand where your brand currently stands in AI search and what it would take to build that brand visibility, contact us.