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Nayda — B2B supplier search for Russia

The asknayda.ru platform where buyers find the right company in seconds among millions of cards — by name, INN, category and role, instead of “search + Excel + industry lists”.

asknayda.ru
asknayda.ru · in production

About the project

Nayda (“ask Nayda”) is a modern B2B catalog of Russian suppliers and manufacturers. One organization — one INN card, a living category taxonomy, transparent ranking rules, and a cabinet where suppliers claim and enrich their profile. Built for sourcing: engineers, procurement and sales get relevant results with masked contacts for guests and full access after sign-in. Not a map and not due diligence — a working tool to find business partners at national scale.

Platform UI

Real asknayda.ru screens: search, results, company card and cabinet

What we delivered

4.5M

company profiles in the index

<300 ms

search p95 on production volume

SEO

cards and catalog ready for organic

End-to-end

search → card → cabinet → billing

Solution architecture

Search & ranking

Full-text search with business rules and a hybrid vector layer. Ranking policy updates without API redeploy — results stay controllable and explainable.


OpenSearch
Qdrant
bge-m3 (TEI)
RRF hybrid
Backend (Go)

Reliable cards, claim, moderation and Premium billing. Hexagonal design, outbox worker, directory and acquiring integrations.


Go 1.22
PostgreSQL
Redis
JWT
T-Bank
Storefront & cabinets

Fast public search, SEO company cards, supplier cabinet and moderation admin with ranking policy control.


Next.js 16
React 19
MUI 6
TanStack Query
RHF + Zod

Why it stands out

  • Clean entity catalog

    One INN — one entity without duplicates. Fact provenance, similar suppliers, careful contact handling for guests and signed-in users.

  • Supplier cabinet

    Card claim, profile and media enrichment, a clear path to stronger visibility. Suppliers manage presence themselves — no Excel catalog edits.

  • Search as a product

    Measurable result quality, latency targets on millions of documents, and a public ranking-rules page. Users understand why they see these suppliers.

asknayda.ru — live storefront on a production index


From query to company card in fractions of a second


Cabinet, moderation and billing in one contour

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