 If you liked
Oyayubihime Infinity
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 ...then you might like
Ouji to Majo to Himegimi to
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Both deals with past life memories and searching for old love
In Ouji, a group of people who are somewhat linked to the main female lead in the past life and retain memories of their past life. Everyone except main female lead remembers.
In Oyayubihime, some people in the story who born with the same/similar birthmarks retain a bit of their past life memories. They can catch a glimpse of their shared past when their birthmarks touch and slowly remember their past life. Not everyone are related to each other in the past life.