Following her divorce and her subsequent rise in the Kolkata film industry (Tollywood), Joya became a frequent subject of link-up rumors. Her chemistry with co-stars and directors often led to speculation, which she has consistently navigated with grace and silence.

Joya Ahsan’s approach to her relationships is a masterclass in celebrity boundary-setting. In an era of oversharing on social media, she maintains a curated presence that focuses on her craft, her fashion, and her advocacy for animal rights. She has often stated that she prefers the audience to focus on the characters she portrays rather than the person she goes home to.

The most documented chapter of Joya Ahsan’s romantic history is her marriage to Faisal Ahsan. Faisal, a prominent model and actor during the late 1990s and early 2000s, was often seen as half of a "power couple" in the Bangladeshi media industry. The duo worked together on several television projects and commercials, embodying the image of a successful, modern partnership.

Joya rarely responds to tabloid speculation or link-up rumors.

Her long-term marriage and subsequent divorce remain her most public relationship.

She has successfully shifted the narrative from her personal life to her cross-border career achievements.