Blog
Stories, data, and behind-the-scenes posts from the TOOF team and the people who use the platform every day.
We trained a small model on thousands of sitter notes to generate two-sentence visit summaries that parents actually want to read. Here's how we built it.
The meet-and-greet is free and mandatory for a reason. A few small steps before day one make a huge difference for anxious dogs and first-time bookings.
Pet care spending hit a new record last year. We analyzed booking trends across 80,000 visits to understand what pet parents actually want from their sitters.
Our mobile engineer explains the adaptive sampling strategy we use to give you accurate route maps while keeping sitter battery usage under 3% per visit.
Cat owners book less frequently but are more loyal and less price-sensitive than dog owners. Here's what we learned from two years of feline visit data.
Why we made meet-and-greets mandatory, how sitter profiles are structured to surface the right signals, and what we got wrong in version one.
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