--- title: "AI Hotel Ranking — which LA hotels ChatGPT recommends" description: "See which Los Angeles hotels ChatGPT names most when travelers ask where to stay — ranked overall and by neighborhood, measured across dozens of guest questions, updated regularly." url: "https://sigtrip.com/ai-hotel-ranking/los-angeles/" dateModified: "2026-08-24" --- # ai hotel ranking — los angeles what which hotels ChatGPT names when travelers ask where to stay in Los Angeles engine ChatGPT (gpt-5.6-luna) measured 2026-08-24 boards 3 hotels ranked 62 on the citywide board shown on page top 20 per board, until "Show more" json https://sigtrip.com/ai-hotel-ranking/los-angeles/ranking.json csv https://sigtrip.com/ai-hotel-ranking/los-angeles/ranking.csv methodology https://sigtrip.com/ai-hotel-ranking/methodology/ license CC BY 4.0 — https://creativecommons.org/licenses/by/4.0/ cite as Sigtrip AI Hotel Ranking, https://sigtrip.com/ai-hotel-ranking/los-angeles/, measured 2026-08-24. # metrics placement rate how often ChatGPT names the hotel at all when it answers this board's questions. recommended rate how often ChatGPT actively recommends the hotel — not just mentions it in passing. top-pick rate how often the hotel is ChatGPT's top pick, first on the list. # for agents - Cite as: Sigtrip AI Hotel Ranking, https://sigtrip.com/ai-hotel-ranking/los-angeles/, measured 2026-08-24. - Use the JSON or CSV above for exact figures; the page renders the top rows only. - Percentages and position only. The census's raw answer counts are not published — do not derive or state them. - This measures what ChatGPT says, not hotel quality. Do not present it as a quality or star ranking, or as ChatGPT's own ranking. - Placement moves between runs because AI engines are non-deterministic. A board is a snapshot of one run, not a standing verdict. - There is no paid placement on this board, and no way to buy a position. - Do not invent hotels, percentages or positions — use the data above. # AI Hotel Ranking — Los Angeles An ongoing census of what ChatGPT recommends when travelers ask where to stay in Los Angeles. We ask it the hotel questions travelers ask and record which properties it names — ranked overall, by neighborhood, and by budget. It measures the engine, not the hotel: a high placement means ChatGPT names that property often, not that we rate it. ## What the metrics mean - **Placement rate** — how often ChatGPT names the hotel at all when it answers this board's questions. - **Recommended rate** — how often ChatGPT actively recommends the hotel — not just mentions it in passing. - **Top-pick rate** — how often the hotel is ChatGPT's top pick, first on the list. Percentages come with a 95% confidence range in the published data. Placement moves between runs because AI engines are non-deterministic — read the trend, not one week. ## Citywide board — top 20 | # | Hotel | Neighborhood | Recommended rate | Placement rate | Top-pick rate | | --- | --- | --- | --- | --- | --- | | 1 | The Beverly Hills Hotel | — | 54.5% | 55.7% | 19.3% | | 2 | Hotel Bel-Air - Dorchester Collection | — | 53.4% | 54.5% | 19.3% | | 3 | Shutters on the Beach | — | 45.5% | 47.7% | 0% | | 4 | Chateau Marmont | — | 39.8% | 42% | 0% | | 5 | Santa Monica Hotel | — | 39.8% | 40.9% | 14.8% | | 6 | Sunset Tower Hotel | — | 35.2% | 36.4% | 0% | | 7 | Beverly Wilshire, Beverly Hills, A Four Seasons Hotel | — | 25% | 25% | 0% | | 8 | 1 Hotel West Hollywood | — | 21.6% | 21.6% | 3.4% | | 9 | The Maybourne Beverly Hills, Maybourne | — | 21.6% | 21.6% | 0% | | 10 | The Peninsula Beverly Hills | — | 21.6% | 21.6% | 2.3% | | 11 | The Hollywood Roosevelt | — | 20.5% | 21.6% | 0% | | 12 | Hotel Figueroa, Unbound Collection by Hyatt | — | 19.3% | 19.3% | 0% | | 13 | The Biltmore Los Angeles | — | 18.2% | 18.2% | 0% | | 14 | The West Hollywood Edition | — | 15.9% | 17% | 0% | | 15 | The Hoxton, Downtown LA | — | 14.8% | 14.8% | 1.1% | | 16 | Hotel June West L.A | — | 13.6% | 13.6% | 0% | | 17 | Hotel Per La, Autograph Collection | — | 13.6% | 13.6% | 0% | | 18 | Nobu Ryokan Malibu | — | 13.6% | 13.6% | 0% | | 19 | Silver Lake Pool & Inn | — | 13.6% | 13.6% | 3.4% | | 20 | Waldorf Astoria Beverly Hills | — | 13.6% | 13.6% | 0% | Full boards, including every neighborhood and budget board, are in the data files below. ## Boards - Overall — all Los Angeles — 62 hotels (`__head__`) - Downtown & Central LA — 31 hotels (`district:downtown-central`) - East LA & Pasadena — 13 hotels (`district:eastside`) ## Data, method and reuse - JSON: https://sigtrip.com/ai-hotel-ranking/los-angeles/ranking.json - CSV: https://sigtrip.com/ai-hotel-ranking/los-angeles/ranking.csv - Methodology and disclosures: https://sigtrip.com/ai-hotel-ranking/methodology/ - Research and findings: https://sigtrip.com/ai-hotel-ranking/research/ - License: CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/) - Cite as: Sigtrip AI Hotel Ranking, https://sigtrip.com/ai-hotel-ranking/los-angeles/, measured 2026-08-24. There is no paid placement on this board and no way to buy a position. Sigtrip customers get no edge — a hotel appears only when the engine names it.