Fatima sits next to 3 phonetic neighbors — Fatimah, Fatema, and Fatma are the closest matches by sound. Most share Fatima's Arabic-origin cluster, so the rhythm and vowel shape carry across the list.
You searched for names like
"Abstainer from evil"
"noble"
"bitter, sea of bitterness"
"princess"
"princess, noblewoman"
"sea of bitterness, myrrh"
"beloved, exalted"
"living, full of life"
"modern blended form"
"sunlight, beam of light"
"night, dark beauty"
"angel of the night"
"Honest, truthful"
"beloved, esteemed"
"hope"
"night"
"champion, one who attains"
Similar sound: These names share phonetic patterns with Fatima — similar vowel sounds, consonant clusters, or rhythm.
Rhythm: Fatima is a 3-syllable name. Names with the same syllable count tend to feel interchangeable when you're narrowing your list.