The AI-powered bridge between providers and seekers
WizVibes helps businesses find exactly the right partner, vendor, or technology — in minutes, not months — using large language models and semantic search.
What is WizVibes?
Every day, thousands of businesses struggle to find the right software, service provider, or technology partner. Traditional directories give you a list. WizVibes gives you a ranked match.
Describe your business need in plain English. Our AI pipeline classifies your domain, extracts requirements, embeds your intent semantically, and ranks providers by genuine fit — not by who paid the most for placement.
On the provider side, listing takes minutes. AI auto-generates tags, classifies your domain, and starts surfacing you to the right seekers immediately.
Semantic Matching
Your requirement is embedded into a 1536-dimension vector and compared against every provider using cosine similarity.
Multi-Model AI
GPT-4o, Claude, Llama — our router picks the best model for each task based on cost, speed, and quality.
Verified Providers
Providers can self-declare compliance badges (HIPAA, SOC 2, GDPR) shown prominently on match cards.
Match Intelligence
Every search is logged. Providers see how many seekers matched them. Recommendations improve over time.
How it works
- Register and choose the Provider role
- List your product or service with a detailed description
- AI auto-classifies your domain and extracts searchable tags
- Your listing is embedded and indexed for semantic search
- Receive qualified inquiries from matched seekers
- Register and choose the Seeker role
- Describe your need in plain language — no forms, no checkboxes
- AI parses domain, urgency, budget, and intent
- Ranked matches appear in seconds with AI explanations
- Send an inquiry directly to the provider
15 Industry Domains
WizVibes covers every major B2B vertical — with AI fallback for cross-domain requests.
The Founder
Gambhir Nagaraju
Software Engineer & Founder
As a software engineer who has spent years working across enterprise technology, I saw firsthand how hard it is for businesses to find the right vendors and partners — and how hard it is for great providers to be discovered.
WizVibes was built to solve that gap using AI. Instead of keyword search or paid listings, we use semantic embeddings and large language models to create genuinely useful matches between businesses.
Ready to get started?
It takes 2 minutes to register. No credit card required.