grubhub.com — AI Search Visibility Report
Overall score: 58/100
AI search visibility analysis for grubhub.com. LLMao scored grubhub.com 58/100 across 8 LLM-readiness categories including crawlability, semantic content, structured data, authority signals, and answer-engine clarity.
Analyzed URL
Category breakdown
- readability: 90/100 — Excellent readability with clear, concise marketing copy and short sentences.
- schema_markup: 40/100 — Basic Organization schema present, but missing critical Service, FAQ, and WebSite schemas.
- authority_trust: 65/100 — Strong brand signals but lacks specific publication dates and detailed trust schema.
- citation_sources: 40/100 — Lacks outbound citations or primary data references; content is purely promotional.
- content_freshness: 50/100 — Copyright is current (2026), but no specific publication or modification dates are present for the content itself.
- content_structure: 60/100 — Uses multiple H1 tags and lacks a clear nested hierarchy, though semantic sections are present.
- entity_definition: 60/100 — Organization is defined in schema, but lacks deep entity linking or term definitions.
- technical_accessibility: 20/100 — CRITICAL ISSUE: Robots meta tag is set to 'noindex', which blocks LLM crawlers.
Top recommendations
- Remove 'noindex' Robots Directives (Technical Accessibility): The metadata currently contains 'noindex' directives. This is a critical blocker that prevents LLM crawlers and search engines from indexing the homepage content. Remove these tags immediately to allow visibility.
- Implement Comprehensive Schema Markup (Schema.org Markup): Expand JSON-LD to include more than just 'Organization'. Add 'WebSite' with SearchAction, 'Service' for delivery offerings, and 'SoftwareApplication' for the mobile apps mentioned.
- Add Content Freshness Signals (Authority & Trust Signals): Add visible 'Last Updated' dates or a 'Reviewed by' byline to the homepage content to signal freshness and editorial oversight to LLMs.
- Strengthen Entity Linking (Entity Definition): The homepage lacks a clear 'About' section or direct link to an author/entity profile in the schema. Link the Organization schema to a more detailed About page.
- Fix Heading Hierarchy (Content Structure): The H1 tags are used multiple times for different sections. Consolidate to a single H1 for the primary value proposition and use H2/H3 for sub-sections to create a proper hierarchy.