Manufacturers often miss Google AI Overview citations

Peak 10 Marketing’s analysis of 100 FABTECH 2025 exhibitors found that page-one Google rankings frequently did not translate into citations inside Google AI Overviews. The study says 72.2% of qualifying queries omitted the manufacturer’s own domain, underscoring a new visibility gap for manufacturers that depend on organic search.

Why it matters: - Manufacturers can rank on Google’s first page and still lose visibility in the AI answer buyers see first. - Peak 10 Marketing says that creates a new search-performance problem for manufacturers that rely on organic search for leads, quote requests and revenue. - The shift matters because AI Overviews can reduce clicks to traditional results when they appear.

What happened: - Peak 10 Marketing analyzed Ahrefs Site Explorer data for 100 manufacturers from the FABTECH 2025 exhibitor list. - The analysis found 3,116 qualifying U.S. non-branded keyword records where a manufacturer ranked in Google’s top 10 and an AI Overview appeared for the query. - The manufacturer’s own domain was cited in 865 of those AI Overviews and was not cited in 2,251, producing a 72.2% own-domain omission rate. - Of the 100 manufacturers analyzed, 93 had at least one page-one keyword with an AI Overview recorded.

The details: - Among the 93 manufacturers with at least one AI Overview result, 87 had their own website omitted from a majority of the recorded AI Overviews. - Eleven manufacturers were not cited in any of the recorded AI Overviews. - Seven manufacturers had no AI Overview recorded for any of their qualifying page-one keywords. - Peak 10 Marketing defines “not cited” as the manufacturer’s own domain not appearing as a source inside the AI Overview. - The definition does not rule out a company being mentioned by name, referenced through a third-party source or visible in the traditional organic results. - The analysis used an Ahrefs data snapshot dated June 9, 2026. - The study was a database analysis, not 3,116 manually repeated Google searches. - Ahrefs result sets were capped at 100 records per company. - The sample should not be treated as statistically representative of all U.S. manufacturers. - Peak 10 Marketing said Google AI Overviews can answer the user’s question before traditional organic results appear. - Pew Research Center found users clicked a traditional search result during 8% of visits when an AI summary appeared, compared with 15% when no AI summary appeared. - Peak 10 says traditional SEO metrics such as rankings, impressions, traffic and conversions do not show whether a company is being used as a source inside AI-generated results. - The agency recommends tracking when AI Overviews appear, whether the manufacturer’s domain is cited, which competitors or directories are cited instead, which pages earn citations, how citations change after content updates and whether AI visibility drives qualified traffic and revenue. - Peak 10 says manufacturers should document expertise that often sits in sales, engineering and service teams, including application guidance, engineering tradeoffs, testing data, failure modes, product comparisons, installation lessons and recurring customer questions. - Google’s published guidance continues to emphasize foundational SEO, clear technical structure and people-first content, and does not require special AI markup, a specific content length or an llms.txt file for inclusion in generative search features. - Peak 10 Marketing has published a framework for auditing AI visibility, structuring expert-led content, strengthening authority and connecting AI search visibility to qualified opportunities. - More information is available in the company’s announcement.

Between the lines: - The findings suggest a widening gap between ranking well and being treated as a trusted source inside AI search answers. - That gap could shift marketing priorities from pure traffic acquisition toward citation visibility and source authority. - The study also points to a content challenge: manufacturers may have the best expertise, but buyers and search systems need that expertise packaged in findable, structured pages.

What's next: - Peak 10 Marketing says manufacturers should start measuring AI visibility alongside traditional SEO. - The agency expects more attention on content that documents proprietary know-how and earns citations in AI search. - Manufacturers will likely need to connect AI citation performance to pipeline outcomes such as quote requests and closed revenue.

The bottom line: - Page-one Google rankings are no longer enough on their own. Manufacturers now need to know whether Google AI Overviews cite them, not just whether they rank.