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CAPY

Corridor Analytics & Pricing Crawler - an internal tool that pulls remittance prices across UAE corridors so we always know where we sit in the market.

LovableScheduled scrapingInternal-only auth
internal
CAPY preview

Context

The setup before I touched it.

Remittance pricing is competitive and changes constantly. Without a fresh view of competitor rates and fees per corridor, pricing decisions are made on stale data - or not made at all.

Problem

  • 01Manual rate-checking across competitor sites is slow and error-prone.
  • 02No single source of truth for who's cheapest on which corridor, today.
  • 03Pricing changes get caught days late, costing volume.

Approach

  • 01Built a scraper that hits competitor calculators across UAE → key corridors on a schedule.
  • 02Normalized fees, FX margin, and total cost into a single comparable metric.
  • 03Surfaced movement over time so the team sees not just where rates are, but where they're going.
  • 04Made it dead-simple - one internal page, no training needed.

Outcome

  • 01Pricing team starts the day with a fresh competitive view.
  • 02Reaction time to competitor moves dropped from days to hours.
  • 03Decisions backed by data instead of anecdotes.

Role

Designed and shipped solo as an internal tool.

Status

Live - internal

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