LLMaoLLMao

    AI search visibility report · 2026-10-18

    How AI assistants see whirlpool.com

    whirlpool.com has an AI visibility score of 40/100. The site passed 12 of 34 tests. Its strongest areas are Technical Accessibility and Content Structure. The areas to improve are Content Freshness and Schema.org Markup.

    How ChatGPT, Claude and Perplexity read whirlpool.com

    Readability30/100

    Result: weak. 0 of 4 tests passed.

    The content is very difficult to read with extremely long sentences and a low Flesch score.

    Schema.org Markup0/100

    Result: weak. 0 of 5 tests passed.

    Total absence of JSON-LD schema is a critical failure for LLM optimization.

    Authority & Trust Signals42/100

    Result: weak. 2 of 5 tests passed.

    Trust pages are excellent, but the lack of publication dates and author credentials significantly hurts trust signals for LLMs.

    Citation & Source Quality47/100

    Result: weak. 1 of 4 tests passed.

    Inline citations are present via links, but the site lacks links to high-authority external data sources.

    Content Freshness0/100

    Result: weak. 0 of 4 tests passed.

    No visible or machine-readable dates were found, making the content appear stale to LLMs.

    Content Structure72/100

    Result: average. 3 of 4 tests passed.

    Semantic HTML is used well, but the heading hierarchy is broken with multiple H1s and skipped levels.

    Entity Definition43/100

    Result: weak. 2 of 4 tests passed.

    The brand is consistent, but the lack of Organization and Person schema prevents clear entity linking.

    Technical Accessibility90/100

    Result: strong. 4 of 4 tests passed.

    Technical basics are strong, including a good meta description and JS-independent content.

    How whirlpool.com can improve its AI visibility

    • Implement Core JSON-LD Schema (high priority)
    • Add Publication and Modification Dates (high priority)
    • Improve Content Readability (medium priority)
    • Repair Heading Hierarchy (medium priority)
    • Enhance Author Credentials (medium priority)

    How whirlpool.com compares to its competitors