I tried this product recently and "Last Refresh" was a big pain point. I'm sure there's technical reasons why it's hard to keep things fresh (many airlines don't even appear to update their own listings until you try and book) but it was frustrating to find what looked like good deals and then spend the effort to book only to be told it wasn't an existing offer.