Arihant Car Accessories · catalog memory · three real distributor chats · deterministic pass

How much range is hiding in three WhatsApp chats

Every photo, caption, price line and list from Ganpati Marketing (1:1), Rohan Auto Sales (broadcast) and the CarPlus dealer group, parsed by fixed rules first — items counted as part type × car model × variation, with the evidence line for each fact. Image-only photos were sampled, not exhausted; the rest are counted as "unresolved" and wait for the AI pass.

Dealers

Range by dealer

DealerPart typeCat.Car modelsVariationsItemsLast priceAvailabilitySourceConf.

What the database must hold for this kind of cataloging

Collected from each dealer's pass. Most other distributors will post the same product families under different white labels, so these needs generalise.

Schema this feeds


  
Sources: samples/ganpati, samples/rohan_auto_sales, samples/cp_dealers_05 (local, private). Generated from catalog/*.json · Arihant CRM programme · 30 Aug 2026