For years, the SEO playbook said: write a “best [your service]” page, rank yourself number one, and watch the leads roll in. New research shows that in the age of AI search, this tactic can quietly backfire — Google’s AI Overviews will happily cite your self-promotional page while recommending your competitors instead. Here’s what the data shows and what actually earns a recommendation now.
The 69% problem: cited, but not recommended
A June 2026 study by SEO researcher Lily Ray, reported by Search Engine Land, analyzed 100 “best [category]” software queries in Google’s AI Overviews. The finding that should stop every business owner: when a brand had published its own self-promotional “best” listicle, Google cited that page but did not recommend the brand behind it in 69% of cases. In one striking example, Google cited a company’s own “best LMS” article — then recommended four competitors that were named inside that very article. Your content did the work; your rivals got the customer.
Put simply: a citation is not a recommendation. AI Overviews can use your page as a source while pointing the actual buyer somewhere else. The page you wrote to win the category ended up helping the people you were competing against.
Why this happens
AI Overviews don’t take your word for it when you call yourself the best. They cross-reference. The study found that the brands actually recommended were the ones that already led their category, were widely mentioned by independent third-party sources, and had stronger link profiles. In other words, Google’s AI weighs external validation far more heavily than self-declared claims. Anyone can write “we’re the top-rated plumber in town.” The AI is looking for evidence from sources that aren’t you.
There’s a measurable downside, too. The research reported that many sites leaning heavily on self-promotional listicles saw organic visibility decline starting in early 2026, and those declines accelerated during Google’s May 2026 core update. Meanwhile, third-party and user-generated sources gained ground — Forbes, Reddit, and YouTube were among the most-cited domains for “best” queries, with Reddit citations rising sharply.
What this means for a local small business
The study looked at software brands, but the lesson translates directly to local service businesses. If your strategy is a page titled “Best Roofer in Mississauga” that conveniently ranks you first, you’re using exactly the tactic that’s losing ground. AI Overviews and AI-powered search are increasingly the first thing a customer sees, and they’re built to be skeptical of self-praise. Declaring yourself the best is now, at best, neutral — and at worst, it actively surfaces your competitors.
There’s also a legal risk worth knowing
Beyond the SEO damage, presenting company-controlled content as if it were an independent review can create exposure under the FTC’s Consumer Review Rule — for example, when “reviews” aren’t based on real use, or when a material relationship between the reviewer and the business isn’t clearly disclosed. If you’re publishing “best of” content that ranks your own business, transparency isn’t just good ethics; it’s risk management.
What actually earns a recommendation now
The path forward isn’t to stop creating content — it’s to shift from self-promotion to genuine authority and third-party validation. Five moves that work with how AI search actually evaluates businesses:
Earn real reviews, consistently. Google Business Profile reviews, industry directories, and reputable review platforms are exactly the independent signals AI leans on. This is the single highest-leverage thing most local businesses can do.
Get mentioned by sources that aren’t you. Local press, partner sites, supplier directories, genuine guest articles, and community pages all build the third-party footprint AI looks for.
Show up authentically where buyers discuss your category. Reddit, forums, and Q&A sites are increasingly cited. Helpful, honest participation beats a self-ranked listicle — but never fake it.
Write genuinely useful content, not self-rankings. Educational, comparison, and how-to content that helps the reader earns citations on merit, without the “we’re #1” framing that AI discounts.
Build real expertise signals. Clear authorship, credentials, case studies, and consistent information about your business across the web reinforce that you’re a legitimate, trustworthy entity.
Frequently asked questions
Should I delete my “best of” page that ranks my own business?
Not necessarily, but reframe it. If it presents itself as an objective ranking while putting you first, that’s the pattern losing visibility — and a potential disclosure issue. Rewrite it as honest, genuinely useful content, or clearly disclose that it’s your own business’s perspective.
Does this mean content marketing doesn’t work anymore?
The opposite — useful content still works well. What’s losing effectiveness is thin, self-serving content designed to rank yourself rather than help the reader. Helpful, credible content that earns third-party citations is exactly what AI search rewards.
How do I know if AI search recommends my business?
Search your category the way a customer would (“best [your service] near me,” “top [service] in [city]”) in Google’s AI Overviews and AI assistants, and see whether you’re recommended — not just whether your site appears. The gap between “mentioned” and “recommended” is the visibility that actually drives revenue.
What’s the fastest win for a local business?
Reviews. A steady flow of genuine, recent reviews on your Google Business Profile and reputable platforms is the strongest, most achievable third-party signal for a local business — and it influences both AI recommendations and the customers reading them.
Want to know how AI search sees your business?
The shift from “rank yourself” to “earn genuine authority” is one of the biggest changes in search right now, and most local businesses haven’t adjusted. The Social Shepherd is a Google Premier Partner agency in Toronto — we’ll check how your business shows up in AI Overviews and AI search, spot where competitors are being recommended over you, and build a plan to earn the third-party signals that actually move the needle. Get your free AI search visibility check → https://thesocialshepherd.ca/
Rather have someone handle this for you? See our flat-fee Google Ads management or book a free audit.
Related reading: Google’s June 2026 spam update: what it means for your site