AI Search Results Overlook Local Texas Businesses in Nearly Half of Queries, Study Finds

A new study published by Snowball Productions has found that local businesses are missing from nearly half of all AI-generated answers to consumer queries, raising significant concerns for Texas companies relying on digital visibility. The research, titled "The Australian AI Answer Gap," tested 50 everyday questions across four AI platforms—ChatGPT, Perplexity, Gemini, and Google AI Mode—and found that in 23 of those queries, not a single local business was named. While the study focused on the Australian market, the implications are global and directly relevant to Texas businesses that increasingly depend on AI-driven search for customer acquisition.

The findings reveal a structural gap between where consumers are asking questions and where local businesses currently have a presence. One of the most striking results is that Reddit outranks local businesses in AI responses. When local firms were absent, Reddit emerged as the top-cited source, outperforming the websites of local businesses in how frequently its content was surfaced by AI engines. This authority gap compounds the visibility problem: local businesses that did appear in AI-generated answers held only about a quarter of the authority of sources ranked above them. That gap in perceived authority, measured through signals AI systems use to judge source credibility, explains why local firms are passed over in favor of aggregator content, forums, and international publishers.

For Texas businesses, the implications are stark. As consumers increasingly turn to AI tools rather than traditional search engines to find local services, product recommendations, and business information, the absence of a business from an AI-generated answer is functionally equivalent to not appearing on the first page of a search result—or not appearing at all. The study frames these findings as a practical lesson in generative engine optimisation (GEO), the discipline of structuring and positioning content so that AI platforms are more likely to cite a business when responding to relevant queries. Unlike traditional search engine optimisation, which centers on ranking within a list of blue links, GEO requires businesses to think about how AI systems evaluate source authority, content structure, and topical relevance when constructing a natural-language answer.

For Texas companies, existing digital marketing strategies may not be translating into visibility on the platforms their customers are now using. A business can hold strong local search rankings and still be completely absent from AI-generated answers if its content does not meet the signals that generative platforms prioritize. The Snowball Productions study draws a direct line between low authority and low AI citation rates, suggesting that businesses investing in authority-building—through structured content, credible backlinks, and clear topical expertise—are better positioned to appear when AI platforms construct answers to consumer queries.

The study was conducted as a structured audit of AI platform behavior across a defined set of queries representing everyday consumer questions. The four platforms assessed were selected because of their growing share of consumer-facing AI search activity. The findings contribute to a developing body of evidence around AI search, where the rules governing which businesses get named in an AI answer differ materially from those governing traditional organic search rankings. For Texas businesses, understanding and adapting to this new landscape is essential to maintaining a competitive edge in an increasingly AI-driven economy.