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    AI search visibility report · 2026-05-14

    How AI assistants see irobot.com

    irobot.com has an AI visibility score of 69/100. The site passed 24 of 34 tests. Its strongest areas are Content Freshness and Readability. The areas to improve are Schema.org Markup and Citation & Source Quality.

    How ChatGPT, Claude and Perplexity read irobot.com

    Readability80/100

    Result: strong. 4 of 4 tests passed.

    Content is clear and professional, though some marketing jargon (e.g., 'NextEra Icon Module') is undefined.

    Schema.org Markup20/100

    Result: weak. 0 of 5 tests passed.

    The site relies on standard HTML; no JSON-LD blocks were detected in the provided scrape, which is a significant missed opportunity for LLM indexing.

    Authority & Trust Signals75/100

    Result: average. 4 of 5 tests passed.

    Strong brand trust with clear contact info and social proof, but lacks explicit author/reviewer credentials for the homepage content.

    Citation & Source Quality60/100

    Result: average. 3 of 4 tests passed.

    Uses internal data and market share claims (Cirana 2025) but lacks outbound links to third-party verification or primary research.

    Content Freshness85/100

    Result: strong. 3 of 4 tests passed.

    Excellent recency with 2026 dates and 'Spring 2026' campaigns, though it lacks a 'last modified' timestamp in the metadata.

    Content Structure70/100

    Result: average. 4 of 4 tests passed.

    Good use of H1 and H2 tags, but the hierarchy is flat and lacks H3/H4 depth for complex product features.

    Entity Definition65/100

    Result: average. 3 of 4 tests passed.

    Brand consistency is high, but key proprietary technologies are mentioned without formal definitions or linked glossaries.

    Technical Accessibility75/100

    Result: average. 3 of 4 tests passed.

    Meta descriptions and social tags are present, but the site is heavily dependent on JS for core interactive elements.

    How irobot.com can improve its AI visibility

    • Add Product & Review JSON-LD (high priority)
    • Implement Explicit Freshness Signals (high priority)
    • Define Proprietary Entities Semantically (medium priority)
    • Optimize Heading Hierarchy (medium priority)
    • Improve JS-Independent Content Access (low priority)

    How irobot.com compares to its competitors