Google Business Profile vs. Unstructured Citations: Which Wins Local SEO?

The question I get asked most: "What actually moves the needle in local SEO now?"

It's not "Is Google Business Profile still important?" or "Do I need citations?" The real question, the one that keeps local business owners up at night, is simpler: "What should I spend my time and money on to get found in local search?" I've been in this field long enough to see the ground shift under my feet, and right now it's shifting hard. The old playbook—obsess over your Google Business Profile, build a few directory citations, and wait for the phone to ring—is no longer enough. The new reality is that AI Overviews have crashed the party, and they're pulling from a much wider pool of information than just your profile. So, in this head-to-head, I'm comparing two very different approaches: doubling down on your Google Business Profile versus building a broader web of unstructured citations. I'm going to argue that the latter, done right, is now the more reliable path to local visibility, but only if you keep your profile in fighting shape.

The contenders: Google Business Profile vs. unstructured citations

Let's define our terms. A Google Business Profile (GBP) is that free listing you manage that shows up in the Local Pack and Maps. It's the centerpiece of most local SEO strategies, and for good reason: Google itself says customers are 70% more likely to visit a business with a complete profile (Ahrefs). In Whitespark's 2026 survey, the top individual Local Pack factor was the primary GBP category, scoring 227 out of a possible 250 (Whitespark). That's huge. But here's the catch: that profile only exists on Google's turf. An unstructured citation, on the other hand, is any mention of your business on a third-party site that isn't a formal directory—think a local news article, a blog post, a podcast mention, or a "best plumber in Houston" listicle (Whitespark). These are the breadcrumbs that AI answer engines like ChatGPT and Google's AI Mode are gobbling up. In a recent study, AI Overviews appeared in 68% of local business queries, while the classic Local Pack only showed up 39% of the time (Whitespark). That's a seismic shift. So which should you prioritize?

Round one: The Local Pack—still king for transactional intent, but shrinking

If someone searches "plumber near me" at 2 a.m. because their basement is flooding, they want a phone number to call right now. That's the classic local-intent query, and here the Local Pack still dominates. The data shows that for local-intent queries, the Local Pack appears over 90% of the time (Whitespark). And when it appears, it captures more than 44% of all clicks on local search results (SE Ranking). So if you're a business that relies on those immediate, transactional searches—emergency services, restaurants, hair salons—your Google Business Profile is non-negotiable. You need to have your categories nailed down, your hours up to date, and your reviews flowing. But here's the problem: AI Overviews are now popping up for 15% of those same local-intent queries, and for hybrid-intent queries—like "average cost of dental implants in Phoenix"—they appear 97% of the time, versus just 17% for the Local Pack (Whitespark). That means the Local Pack is losing its grip on the top of the page, and if you're not showing up in that AI-generated answer, you're invisible.

Round two: The review factor—where the profile still shines

Reviews are the second most important Local Pack factor, and the stats are staggering: 97% of consumers read online reviews for local businesses, and 92% care about star ratings (BrightLocal). The volume and recency of reviews matter more than the average star rating, and Google's policies are strict: no fake reviews, no incentivized reviews, or you risk having your profile suspended (Google). In this arena, your Google Business Profile is the undisputed champ. You can reply to reviews, and 89% of consumers expect that response (BrightLocal). But here's the twist: AI Overviews are now citing reviews from third-party sites like Yelp and Thumbtack. In a study of plumber searches in Houston, AI Overviews cited third-party publisher sites for 60% of their sources, versus only 40% for individual business websites (Whitespark). That means even if your profile is pristine, if an AI Overview is generated, it might pull from a Yelp review you don't control. So while you can't neglect your profile's reviews, you also need to ensure your business is mentioned positively across the web—because that's what AI is reading.

Round three: NAP consistency and the rise of unstructured citations

NAP—Name, Address, Phone—consistency has been a local SEO pillar for years. Even minor inconsistencies can suppress your rankings, and 80% of consumers lose trust if they find incorrect info (BrightLocal). Citations on directories like Yelp and the BBB are still valuable, and major data aggregators feed the broader ecosystem. But the new frontier is unstructured citations: a mention of your business on a local blog or news site that doesn't include a formal NAP listing. Whitespark's guide to unstructured citations shows that AI answer engines pull from these sources when answering local queries. In fact, a business's own content accounts for only about 23% of citations in branded queries; the other 77% comes from off-page sources (Search Engine Journal). That's a massive chunk of your digital footprint that you don't directly control. So if you're only focused on your GBP, you're missing 77% of the conversation. The solution is to actively seek out unstructured citations: get mentioned in local news, sponsor a community event, be a guest on a podcast. Each mention is a vote of confidence that AI algorithms are starting to count.

Head-to-head comparison table

What I'd actually do

If you're a local business owner, don't panic. You don't have to choose between your profile and citations—you need both, but you need to shift your mindset. Here's my concrete recommendation. First, audit your Google Business Profile: make sure your primary category is spot-on, your NAP is perfectly consistent across the web, and you're actively soliciting reviews (ethically, of course). That's the foundation. But then, allocate 30% of your local SEO effort to building unstructured citations. How? Start by pitching a story to your local newspaper about a community project you're involved in. Sponsor a little league team and make sure their website mentions your business name and what you do. If you're a plumber, write a guest post for a home improvement blog about how to prevent frozen pipes. Each of these is an unstructured citation that AI Overviews can pick up. The data is clear: AI Overviews are here, and they're not a fad. They appear in 68% of local queries, and they're pulling from the whole web, not just your GBP. If you ignore that, you're leaving your business's fate to chance. So, yes, keep polishing your profile, but start planting seeds across the internet. That's where the future of local search is heading, and that's where you need to be.

Sources

• Whitespark - https://whitespark.ca/blog/case-study-the-prevalence-of-ai-overviews-in-local-search/
• BrightLocal - https://www.brightlocal.com/resources/local-consumer-review-survey/
• Search Engine Journal - https://www.searchenginejournal.com/ai-overviews-now-answer-most-local-searches-how-to-get-your-business-cited/580757/
• Ahrefs - https://ahrefs.com/blog/local-seo/
• SE Ranking - https://seranking.com/blog/google-local-pack/