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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.
Lantern Guest House
How 6 AI assistants recommend this property. Week of November 2, 2026. Tracked for 25 weeks.
Latest edition
2
mentions across 6 AIs
Peak
5
best week
Mentioning AIs
2/6
latest edition
Total links
66
all time
Location
174 Chesterton Rd, Chesterton, Cambridge CB4 1DA, United Kingdom
PROMPTS
Where this hotel showed up
Each prompt below resolved to Lantern Guest House at least once. The "reason" is the AI's own one-line explanation when it returned the hotel in structured form.
“boutique hotels in Back Bay, Boston”Boston, US6 of 6 AIs24 weeks53 quotes
“boutique hotels in Back Bay, Boston”
Boston, US6 of 6 AIs24 weeks53 quotes
Google AI Mode · 11-02
“This charming boutique property is uniquely composed of three joined 1870s Victorian brownstones located directly on Newbury Street.”
ChatGPT · 11-02
“A charming brownstone-style property on Newbury Street with a more personal, intimate neighborhood feel.”
Google AI Mode · 10-12
“An intimate boutique property spanning three historic townhouses directly on vibrant Newbury Street.”
ChatGPT · 10-12
“A 35-room boutique property in historic brownstones on Newbury Street that captures the quintessential Back Bay experience.”
Google AI Mode · 09-28
“This charming boutique hotel consists of three historic townhouses located directly on Newbury Street in the heart of Back Bay.”
ChatGPT · 09-28
“A small luxury guest house offering an intimate brownstone setting, personalized service, and residential-style accommodations.”
“best hotels in Boston for solo travelers”Boston, US2 of 6 AIs3 weeks3 quotes
“best hotels in Boston for solo travelers”
Boston, US2 of 6 AIs3 weeks3 quotes
ChatGPT · 10-12
“A smaller, welcoming guest house on Newbury Street in Back Bay offering a neighborhood feel and good value for solo travelers.”
ChatGPT · 07-20
“A comfortable mid-range stay on Newbury Street with easy access to shopping and dining.”
Gemini · 05-11
“Located directly on Boston's most famous shopping street, this cozy inn provides a safe, intimate atmosphere for solo travelers who want to be steps away from cafes and boutiques.”
“best hotels in Back Bay, Boston”Boston, US2 of 6 AIs5 weeks5 quotes
“best hotels in Back Bay, Boston”
Boston, US2 of 6 AIs5 weeks5 quotes
Google AI Mode · 09-07
“An intimate and charming boutique option set in three interconnected 19th-century brownstones right on Newbury Street.”
ChatGPT · 08-03
“A charming boutique guest house located directly on Newbury Street.”
ChatGPT · 07-13
“A charming guest house offering a quieter stay directly on Newbury Street.”
ChatGPT · 06-29
“Charming brownstone hotel on Newbury Street offering excellent value and location.”
ChatGPT · 04-27
“Charming boutique guesthouse with excellent reviews, offering a cozy stay right on Newbury Street.”
“affordable hotels in Boston under $200”Boston, US1 of 6 AIs4 weeks4 quotes
“affordable hotels in Boston under $200”
Boston, US1 of 6 AIs4 weeks4 quotes
ChatGPT · 09-07
“A budget-friendly guesthouse in the Back Bay/Fenway area with a convenient location and included breakfast.”
ChatGPT · 08-31
“A value-oriented Back Bay guest house offering convenient access to major Boston attractions and public transit.”
ChatGPT · 08-24
“A budget-friendly guest house in the Back Bay/Fenway area near major attractions and public transportation.”
ChatGPT · 07-06
“A budget-friendly guesthouse near Fenway that can offer good value.”
“best hotels in Boston for couples”Boston, US1 of 6 AIs1 week1 quote
“best hotels in Boston for couples”
Boston, US1 of 6 AIs1 week1 quote
Google AI Mode · 07-06
“This boutique hotel provides European charm and an authentic Back Bay experience right on the bustling and romantic Newbury Street.”
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 12, 2026 | 2 | — | — | — | — | 1 | 3 |
| September 28, 2026 | 2 | — | — | — | — | 1 | 3 |
| September 21, 2026 | 1 | 1 | — | — | — | — | 2 |
| September 14, 2026 | 1 | — | — | — | 1 | 1 | 3 |
| September 7, 2026 | 1 | 1 | — | — | — | 1 | 3 |
| August 31, 2026 | 3 | — | — | — | — | 2 | 5 |
| August 24, 2026 | 2 | — | — | — | 1 | 1 | 4 |
| August 17, 2026 | 1 | — | — | — | — | 1 | 2 |
| August 10, 2026 | — | 1 | — | — | — | 1 | 2 |
| August 3, 2026 | 2 | — | — | — | — | 1 | 3 |
| July 27, 2026 | 1 | — | — | — | 1 | — | 2 |
| July 20, 2026 | 2 | — | — | — | 1 | — | 3 |
| July 13, 2026 | 1 | 1 | — | — | — | — | 2 |
| July 6, 2026 | 2 | — | — | — | — | 1 | 3 |
| June 29, 2026 | 1 | — | — | — | — | — | 1 |
| June 22, 2026 | 1 | 1 | — | — | — | — | 2 |
| June 15, 2026 | — | 1 | 1 | — | — | — | 2 |
| June 8, 2026 | 1 | 1 | — | — | — | — | 2 |
| June 1, 2026 | — | — | — | — | — | 1 | 1 |
| May 25, 2026 | — | 1 | — | — | — | 1 | 2 |
| May 18, 2026 | 1 | 1 | 1 | 1 | — | — | 4 |
| May 11, 2026 | — | 1 | — | — | — | 1 | 2 |
| May 4, 2026 | — | — | 1 | 2 | — | 2 | 5 |
| April 27, 2026 | 1 | — | — | 1 | — | 1 | 3 |
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 (66 links)
Direct 94%OTA 2%Google Travel 3%Other 2%
Week-by-week
November 2, 20262 links / 2 mentions
October 12, 20263 links / 3 mentions
September 28, 20263 links / 3 mentions
September 21, 20262 links / 2 mentions
September 14, 20263 links / 3 mentions
September 7, 20263 links / 3 mentions
August 31, 20265 links / 5 mentions
August 24, 20264 links / 4 mentions
August 17, 20262 links / 2 mentions
August 10, 20262 links / 2 mentions
August 3, 20263 links / 3 mentions
July 27, 20262 links / 2 mentions
July 20, 20263 links / 3 mentions
July 13, 20262 links / 2 mentions
July 6, 20263 links / 3 mentions
June 29, 20261 links / 1 mentions
June 22, 20262 links / 2 mentions
June 15, 20262 links / 2 mentions
June 8, 20262 links / 2 mentions
June 1, 20261 links / 1 mentions
May 25, 20262 links / 2 mentions
May 18, 20264 links / 4 mentions
May 11, 20262 links / 2 mentions
May 4, 20265 links / 5 mentions
April 27, 20263 links / 3 mentions
Direct (own site + chain page) OTA Other