The hotel and airline rankings
AI assistants find + hospitality brands earn.
Every list is scored against five pillars — with an LLM Citation Index at the core, editorial review on top, and the full working published openly. We score what we can measure. We describe what we cannot. We never invent a number.
The five pillars
Full methodology →The first published lists
2 live · pilot run · May 2026These two lists are the first under methodology v1.0 — paired so we can stress-test the rubric across price tiers. The full LLM Citation Index harness goes live in the next refresh; everything you read today is honest about which scores are measured and which are proxied.
Best Budget Family Hotels in London
Ten London hotels under (or close to) £200 a night that genuinely work for families with toddlers and primary-age children — Premier Inn County Hall takes the top spot.
Best Luxury Family Hotels in London
Ten London five-stars where the family product is the reason to stay — Four Seasons Park Lane, Mandarin Oriental Hyde Park and Claridge's lead the ranking.
We score what we can measure. We describe what we cannot. We never invent a number.
See exactly which prompts AI assistants answer with you — and which they don't.
The same data infrastructure that produces the consumer rankings powers Pulse, our B2B audit and SaaS product for hospitality marketing teams. Visibility audits start at £1,500.