WeNanny: care marketplace with explainable matching

Hiring care shouldn’t mean scrolling directories or guessing from WhatsApp threads. Families need structured comparison and a clear reason to trust a shortlist.

WeNanny is a live UAE marketplace that matches families with nannies on compatibility signals, not just availability.

The challenge

Most care hiring still looks like this:

• Fragmented channels (WhatsApp groups, agencies, referrals) with no single source of truth
• Shallow profiles that make side-by-side comparison hard
• Decisions made on instinct because the product never explains why someone is a fit

The buyer problem isn’t “more listings.” It’s confidence in the match before investing time in conversations.

What we built

1) Structured profiles built for comparison

• Family needs and nanny experience captured in a consistent format
• Skills, preferences, timing, and readiness surfaced the same way every time
• Less noise when building a shortlist

2) Compatibility-led matching

• Hard filters remove clear mismatches first
• Ranking surfaces suitability, not just “who is free”
• Fewer irrelevant introductions for both sides of the market

3) Smart Search

Filters cover the constraints a family already knows. The rest of a hiring brief is a sentence: the city, live-in or live-out, the children’s ages, a language, a visa.

https://www.wenanny.ae/nannies?ai=1

4) Explainable recommendations

• Each strong match comes with a short rationale families can understand
• Transparency beats volume when trust is the bottleneck
• Faster, more confident next steps

5) A hiring journey, not a brochure directory

• Product path from discovery toward onboarding and ongoing ops
• Built to learn from live usage and ship weekly
• Production codebase you can grow, not a static marketing site

Outcome

WeNanny’s core loop is intentionally simple:

1. Capture needs and profiles with structure
2. Match with filters + compatibility ranking
3. Explain why a candidate fits
4. Ship improvements from real marketplace usage

The commercial takeaway for buyers: if your marketplace stalls on “search that feels random,” the fix is structured comparison and explainable fit. It is the same shape of problem we take through a Build & Launch sprint.