Scored against five measured pillars. We publish the full maths with every list.
The core pillar is an LLM Citation Index — how AI search platforms describe and recommend a property today.
Three lists under methodology v1.0 — two paired London hotel lists that stress-test the rubric across price tiers, and the first airline list, which scores European business class on fleet exposure rather than flagship seats. 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.
Ten European-headquartered carriers ranked on the seat you will actually get, not the flagship in the press release — Turkish Airlines, Air France and SWISS lead, with long-haul-only and intra-Europe-only reorderings published alongside.
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.
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.
Editorial · the manifestoWe score what we can measure. We describe what we cannot. We never invent a number.
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.