Daftar — Chat to Order

Paste a real WhatsApp conversation — Lebanese, Gulf, English, or a mix of Arabizi — and Daftar turns it into a clean, priced order with a ready-to-send reply. No reformatting, no copy-pasting into a spreadsheet: the seller goes from a raw DM thread to a confirmed order in seconds.

What it understands

Daftar handles the real language mix of Lebanese social commerce — sellers and customers rarely write in a single register, and the parser never asks them to.

Arabizi (Arabic written in Latin letters with digits — 3 for ع, 7 for ح, 2 for ء) is parsed natively alongside formal Arabic script and plain English. Claude detects the dialect in use and mirrors it back in the suggested reply, so the seller's response feels natural to the customer.

How it works

1. 1

   Paste the thread

   Copy the DM conversation from WhatsApp — seller and customer messages together, exactly as they appeared, in any language or mix.
2. 2

   Claude parses it

   The model reads the full exchange, extracts every item mentioned, resolves quantities and prices, detects the delivery area and payment method, and flags anything that was never confirmed (size, exact address, unconfirmed price).
3. 3

   Review the order draft

   A structured card appears: customer name, detected dialect, line items with unit prices and totals, a subtotal-delivery-total breakdown, and a “Still to confirm” list for anything missing.
4. 4

   Send the reply

   A warm, dialect-matched confirmation message is ready to copy back into WhatsApp — it restates the order and asks for whatever information is still outstanding.

A worked example

The Lebanese skincare thread below is one of the built-in examples in the live demo. The conversation is in Arabizi — Lebanese dialect written in Latin characters.

Customer: marhaba, baddi 2 vitamin C serum w wahde moisturizer
Seller: ahla w sahla! el serum 18$ el wahde w el moisturizer 25$
Customer: ok perfect, w 3andkon toner cream?
Seller: eh akid, 30$
Customer: yalla 7ettile wahde kamen. delivery 3a Jounieh
Seller: tikram, delivery 3 dollar
Customer: tamem, cash 3a delivery. esme Rana

Here is what the parser produces from that thread — a complete order card with one item still needing confirmation: