Google's Rule for AI Visibility: Stop Writing Generic Stuff

Publishers losing traffic to AI overviews need expertise-driven content with a real point of view. Here's what Google's search leader says actually wins in generative search.

The 5-second version

  • Generic, copycat content tanks in AI-powered search results; Google rewards unique expertise and original takes.
  • AI Overviews pull from sites that show real knowledge and distinct perspective, not template-based filler.
  • Business owners must audit their content for originality and user intent to stay visible when AI summarizes search results.

Google's VP of Search just confirmed what smart business owners already suspected: generic content is becoming invisible in AI-powered search results. As AI Overviews and other generative search engines pull answers directly into the results page, sites that sound like every other competitor are getting summarized away, losing clicks in the process.

The AI Visibility Problem Is a Content Problem

Publishers and business owners are watching traffic drop to AI summaries, but the real issue isn't the algorithm. It's that too much web content is interchangeable. Template-based landing pages, copycat blog posts, and generic product descriptions give AI nothing to distinguish one source from another, so the AI picks any credible source and the user never clicks through to your site.

Google's message is direct: create unique, expertise-driven content with a distinct take. Stop writing what everyone else writes. Show your real knowledge.

What This Means for Your Business

For manufacturers, contractors, and commercial service owners, this is less about publishing strategy and more about proof. When a potential customer searches for 'how to spec industrial fasteners' or 'when to replace HVAC ductwork,' AI will summarize answers from multiple sources. But if your content includes real operational detail, warranty insights, cost breakdowns from your actual projects, or the specific mistakes you see clients make, that's the content AI cites by name and that's the source customers click.

How to Audit Your Content for AI Visibility

  • Read a page on your site, then read the same topic from three competitors. If you'd struggle to tell them apart without looking at the URL, rewrite yours with real insight.
  • Map each page to a specific business outcome you've delivered. Include numbers, methodologies, or operational detail tied to that outcome.
  • Check for templates. If a page uses the same structure and language as your homepage or other service pages, it's generic. Rewrite to reflect the unique challenge and your real approach.
  • Ask: Could an AI summarize this without naming us? If yes, add specificity until the answer is no.

The Timing Matters

AI Overviews are expanding across search queries. The sites that retain visibility now are the ones showing real expertise and original perspective. Generic content doesn't just rank lower, it becomes invisible to the systems that drive current traffic. Rewriting your most important pages from generic to authoritative isn't optional, it's the cost of staying visible.

Publishers losing traffic to AI must create unique, expertise-driven content with a distinct 'take' rather than generic copycat material to maintain visibility.Google VP of Search, via Modo25

Questions owners ask

What kind of content does Google say wins in AI search results?

Content with genuine expertise, a distinct point of view, and original take on the topic, not generic or copycat material. Google's VP of Search states publishers must create unique, expertise-driven content to maintain visibility in AI Overviews.

Why are we losing traffic to AI Overviews if we rank on Google?

AI Overviews summarize generic content directly in search, removing the need to click. Sites that show real expertise and distinct perspective are cited as sources inside the overview, keeping traffic flowing to the original site.

Do I need to rewrite all my website content?

Not all, but audit pages that target high-intent queries for your business. Focus on rewriting generic or template-like content with real operational knowledge, case examples, and perspective that competitors can't easily copy.

How do I know if my content is generic enough to lose to AI?

If your page reads like it could describe any competitor's product or service without changing a word, it's vulnerable. Expertise-driven content answers the 'why' and 'how' with specific detail, methodology, or operational insight unique to your business.

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