9 traveller questions asked to ChatGPT, Google AI, and Copilot: 23 answers analysed.
Measured 19 October 2026
Number of answers naming the property, out of 23 answers analysed. Not a quality ranking: this is what AI answers.
“best 3-star hotels near Cahors, Lot”
“best 3-star hotels with a spa in the Lot (Quercy)”
“charming 3-star hotel with pool in the Lot Valley”
“where to stay near Saint-Cirq-Lapopie, 3-star”
“family-friendly 3-star hotel with pool near Cahors”
“3-star hotel with a good restaurant in the Lot Valley”
“romantic weekend 3-star hotel with spa, Lot/Quercy”
“best value 3-star hotels in the Lot Valley, weekend”
“hotel for a business stopover near Cahors, 3-star”
Each question was asked once, on the date shown, with web search on where the engine allows it. AI answers change from day to day and from user to user.
We list the properties named in each answer, in answer order. Lists are not exhaustive and say nothing about the quality of the properties.
Pages older than 90 days are re-measured or removed from search engines.
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