Still in beta. Spot something off or have ideas? Send me your feedback — DM on LinkedIn or email. Bugs forward 🙏
Weekly until 19 Oct 2026, monthly from November 2026November 2026 edition
AI Hotel Landscape
How leading AI assistants recommend hotels: 616 prompts across 56 destinations, a monthly edition checked before it is published.
Data is directional. Some prompts retry due to upstream variance, so absolute counts can shift ±5% between editions.
Martinhal Lisbon Oriente
How 6 AI assistants recommend this property. Week of November 2, 2026. Tracked for 20 weeks.
Latest edition
2
mentions across 6 AIs
Peak
6
best week
Mentioning AIs
2/6
latest edition
Total links
37
all time
Location
Praça Príncipe Perfeito, 1990-221 Lisboa, Portugal
PROMPTS
Where this hotel showed up
Each prompt below resolved to Martinhal Lisbon Oriente at least once. The "reason" is the AI's own one-line explanation when it returned the hotel in structured form.
“family friendly hotels in Lisbon”Lisbon, US5 of 6 AIs19 weeks36 quotes
“family friendly hotels in Lisbon”
Lisbon, US5 of 6 AIs19 weeks36 quotes
Gemini · 11-02
“Located in the modern Parque das Nações district near the Oceanarium, featuring family-friendly apartments and an indoor pool.”
ChatGPT · 11-02
“Designed specifically for families with indoor and outdoor pools, fully equipped kitchens, and a kids' club near the Lisbon Oceanarium.”
ChatGPT · 10-19
“Spacious serviced apartments in Parque das Nações with pool options and children's play areas, close to the Oceanarium and easier to navigate with a stroller.”
ChatGPT · 10-12
“A modern aparthotel with kitchens, kids' activities, and indoor and outdoor pools near the Oceanarium in a flatter, stroller-friendly area.”
ChatGPT · 10-05
“Purpose-built for families with spacious apartments, kitchens, kids' facilities, pools, and a convenient Parque das Nações location.”
ChatGPT · 09-28
“Family-focused apartments, indoor and outdoor pools, a supervised Kids Club, and proximity to the Oceanarium make it especially practical for families.”
“affordable hotels in Lisbon under $200”Lisbon, US1 of 6 AIs1 week1 quote
“affordable hotels in Lisbon under $200”
Lisbon, US1 of 6 AIs1 week1 quote
Google AI Mode · 09-14
“Delivers outstanding modern value and reliable comfort near the waterfront Parque das Nações area.”
“best hotels in Lisbon for business travelers”Lisbon, US1 of 6 AIs1 week1 quote
“best hotels in Lisbon for business travelers”
Lisbon, US1 of 6 AIs1 week1 quote
Google AI Mode · 09-14
“Located in the modern Parque das Nações business hub, it provides exceptional value and easy access to the convention center.”
PER-AI MENTIONS
Mentions per AI assistant, by edition
One line per AI. Each point is the number of times the assistant named this property across the 11 prompt templates for its city, that week.
ChatGPTGeminiPerplexityGrokCopilotGoogle AI Mode
Weekly until 19 Oct 2026, monthly from November 2026
| Week | ChatGPT | Gemini | Perplexity | Grok | Copilot | Google AI Mode | Total |
|---|---|---|---|---|---|---|---|
| November 2, 2026 | 1 | 1 | — | — | — | — | 2 |
| October 19, 2026 | 1 | — | — | — | — | — | 1 |
| October 12, 2026 | 1 | — | — | — | — | — | 1 |
| October 5, 2026 | 1 | — | — | — | — | — | 1 |
| September 28, 2026 | 1 | — | — | — | — | — | 1 |
| September 21, 2026 | 1 | — | — | — | — | — | 1 |
| September 14, 2026 | — | — | — | — | — | 2 | 2 |
| August 31, 2026 | 2 | — | — | — | — | — | 2 |
| August 24, 2026 | 1 | 1 | — | — | — | — | 2 |
| August 17, 2026 | 1 | 1 | — | — | — | — | 2 |
| August 10, 2026 | 1 | 1 | — | — | — | 1 | 3 |
| August 3, 2026 | 1 | — | — | — | — | — | 1 |
| July 27, 2026 | 1 | 1 | — | — | — | — | 2 |
| July 13, 2026 | 1 | 1 | — | — | — | — | 2 |
| July 6, 2026 | 1 | 1 | — | — | — | — | 2 |
| June 29, 2026 | 1 | — | — | — | — | — | 1 |
| May 25, 2026 | — | 1 | 1 | — | — | — | 2 |
| May 18, 2026 | 1 | 1 | 1 | — | — | — | 3 |
| May 11, 2026 | — | 1 | — | — | — | — | 1 |
| May 4, 2026 | 1 | 1 | 1 | — | 1 | 2 | 6 |
LINK MIX
Where AIs send users for this hotel
When the AI links the hotel, where does it point — the hotel's own site (direct), an OTA like Booking.com, a chain page like Marriott.com, or something else?
All time (37 links)
Direct 89%OTA 8%Other 3%
Week-by-week
November 2, 20261 links / 2 mentions
October 19, 20261 links / 1 mentions
October 12, 20261 links / 1 mentions
October 5, 20261 links / 1 mentions
September 28, 20261 links / 1 mentions
September 21, 20261 links / 1 mentions
September 14, 20262 links / 2 mentions
August 31, 20262 links / 2 mentions
August 24, 20262 links / 2 mentions
August 17, 20262 links / 2 mentions
August 10, 20263 links / 3 mentions
August 3, 20261 links / 1 mentions
July 27, 20262 links / 2 mentions
July 13, 20262 links / 2 mentions
July 6, 20262 links / 2 mentions
June 29, 20261 links / 1 mentions
May 25, 20262 links / 2 mentions
May 18, 20263 links / 3 mentions
May 11, 20261 links / 1 mentions
May 4, 20266 links / 6 mentions
Direct (own site + chain page) OTA Other