The Quibble blog
Revenue strategy, product deep-dives, and data on what actually moves rate for short-term rentals.
How AI Vision scores your listing photos
A computer-vision model rates your photos the way a guest’s eye would — and tells you which images are quietly costing you bookings.
How ChatGPT is boosting the STR industry
Five ways AI language models can help short-term-rental operators — from personalized guest communication to predictive maintenance and real-time pricing (a list ChatGPT wrote itself).
Can ChatGPT replace professionals in the STR market?
We asked ChatGPT directly whether it could replace STR professionals. Its answer — and five limitations — point to augmentation, not replacement.
Introducing Quibble Bookable Search™
Search volume sounds like a demand signal — until you learn ~47% of web traffic is bots. Bookable Search™ counts only searches where a shopper actually booked.
Improving your pricing with NLP
After computer vision, Quibble built a custom NLP model to read guest-review sentiment — chiefly to mitigate the sharp, short-term hit a recent negative review does to bookings.
Revolutionizing STR with computer vision
Computer vision — AI that analyzes and interprets images — is reshaping short-term rentals, from listing analysis to pricing optimization and the guest experience.
Introducing search-based comp sets
“You can only be as good as your dumbest competitor” — true for airlines, wrong for rentals. Quibble’s search-based comp sets narrow thousands of listings to the 10–20 a shopper actually considers.
Overcoming technical-infrastructure complexity (Q&A with our CTO)
A Q&A with Quibble Co-Founder & CTO Gustavo Rivera Pecunia on the infrastructure behind dynamic pricing — scalability, integration, accuracy, security, and future-proofing.