Sathya used the refined search workflow to focus on profiles with complete details, similar professional background, and matching family preferences.

Nandhini's profile had clear photos, a grounded bio, and realistic expectations. That combination made the first outreach feel far less speculative than the family's earlier attempts on legacy portals.

Both families say the faster filtering saved them time and helped them spend more energy on the right match instead of broad browsing.