Mallika sits next to 3 phonetic neighbors — Malika, Melika, and Manika are the closest matches by sound. Most share Mallika's Indian-origin cluster, so the rhythm and vowel shape carry across the list.
You searched for names like
"queen; garland of flowers"
"lake, pool of beauty"
"modern invented name with La prefix"
"elder sister"
"Gentle, tender-hearted"
"little ruler; queenly"
"peace + power"
"Life; she who lives"
"beautiful, radiant"
"beautiful, graceful"
"Triple blessed; creative blend of tri- and Tamika"
Similar sound: These names share phonetic patterns with Mallika — similar vowel sounds, consonant clusters, or rhythm.
Shared roots: Several names on this list have Sanskrit origins, giving them the same cultural heritage as Mallika.
Rhythm: Mallika is a 3-syllable name. Names with the same syllable count tend to feel interchangeable when you're narrowing your list.