AI Study Revealed Visibility Gaps for Major Retailers

A new industry audit shows that most major U.S. retailers currently lack the digital infrastructure to facilitate AI-driven checkouts.

Updated on Oct. 6, 2026 in Public Companies

Bold flat-color editorial illustration showing a retail shelf block and a geometric interface gap, representing AI retail readiness.
A study by Rezolve Ai reveals that nearly all of the 100 largest U.S. retailers currently lack the digital infrastructure necessary to support AI-driven checkout systems. AI Illustration. Upload story photo >

Live Poll

Should retailers ensure their websites allow AI agents to complete purchases for customers?

Rezolve Ai released its 2026 US AI Visibility Study, highlighting that 97 of the 100 largest retailers in the U.S. do not offer a checkout method compatible with AI agents. The findings were shared during an Investor Day held at the Nasdaq MarketSite.

Why it matters

The study suggests a significant operational disconnect between consumer-facing digital tools and AI assistants, as 13 retailers actively blocked automated visitor access. This gap limits how businesses participate in the emerging AI-driven shopping environment.

The audit analyzed 2,047 U.S. companies, finding that individual company websites account for only 1.5% of the sources cited by leading LLMs. Additionally, 13 retailers were found to be actively turning away automated visitor traffic.

The players

Rezolve Ai

A London-based technology company that provides mobile commerce and engagement platforms for global brands.

The details

The study measured how AI assistants like ChatGPT, Claude, and Gemini respond to unbranded, natural language queries about consumer brands. It highlights that businesses are struggling to be recognized by LLMs, with one in four companies failing to be named by major assistants. For operators, this suggests that existing web presence strategy may be insufficient for reaching automated consumer agents.

Timeline

  1. September 23 to October 5, 2026: Fieldwork was conducted for the study.

  2. October 6, 2026: Rezolve Ai hosted its Investor Day and released the study.

Market Landscape

The study marks a departure from traditional SEO strategies, as it reveals that standard website architecture fails to guarantee brand representation in LLM responses. This highlights a growing disconnect between existing digital marketing investments and the requirements for AI-agent visibility.

Operators should audit how their business appears in AI-driven search results, as current web presence often goes uncited by major platforms. Owners should evaluate their site architecture to ensure it provides accessible data points that AI assistants can index and verify for consumer inquiries.

The takeaway

AI visibility is becoming a core operational pillar that cannot be ignored by traditional retail. Evaluate whether your current checkout and product data structures are programmatically accessible to automated agents before the next business quarter.

Further reading

For more on industry shifts affecting listed firms, visit Public Companies.

More information

Review the full findings by accessing the US AI Visibility Study results.

Live Poll

Should retailers ensure their websites allow AI agents to complete purchases for customers?