QuoteMatch helps distributors, wholesalers and B2B sales teams turn unstructured WhatsApp, Telegram and email purchasing requests into review-ready quote drafts. It matches only products from the seller's catalog, uses catalog prices, calculates totals deterministically, checks stock and flags uncertain matches for human review. Try the complete sample without an account, then use the free RapidAPI plan for live requests.
I built QuoteMatch after seeing how much repetitive work goes into converting short, messy purchasing messages into structured quotations. The important design decision is that AI never controls commercial data: it identifies requested products, while SKU validation, catalog prices, stock checks, tax, discounts and totals stay deterministic. Every uncertain result is marked for human review. There is a complete sample that needs no signup or API key. If you work with quotations, wholesale catalogs or procurement integrations, I would especially value feedback on the catalog import and review workflow. What is the hardest part of turning customer messages into accurate quotations in your current workflow?