Recurring UTIs with normal scans can happen when bacteria form a protective biofilm that standard urine cultures don't always pick up.
Next Steps
A urogynaecologist visit could help look at vaginal flora and bladder lining together, since urology alone hasn't found the cause.
Health Tips
Please don't restart antibiotics on your own between flares, even though tests keep coming back normal.