Product intelligence
for AI agents
that understand
your users.
Everything you need
to power product search.
Semantic Search Engine
Query products in natural language. Bonizu generates embeddings and returns ranked results with match explanations — not just keyword hits.
Match Explanations
Every result includes a match_reason. Your users understand exactly why a product fits their needs.
Rich Product Data
Products include use_cases, limitations, and target_audience fields — built for precise AI-driven recommendations.
Affiliate Tracking
Every click passes through /api/click before redirect. Full attribution from search query to purchase, always.
Three endpoints.
Infinite possibilities.
Semantic search, side-by-side comparison, and click tracking. The full product intelligence stack in a single API.
Natural language product search
Ask for 'ergonomische stoel voor rugpijn onder €400'. Get ranked products with relevance scores and match explanations — in Dutch or English.
Side-by-side product comparison
Submit 2–4 product IDs with user context. Get structured scores per dimension and a personalized recommendation in a single API call.
Click tracking & affiliate redirect
Every product click passes through /api/click. Query, product ID, session, and timestamp are logged before the affiliate redirect fires.
Native MCP server
Connect Bonizu directly to Claude, GPT, or any MCP-compatible agent. Product search and comparison become native tool calls — no custom integration needed.
From query to answer
in four steps.
Query
Write a natural language query describing what your user needs — budget, room size, back pain, work style. In Dutch or English.
Embed
Bonizu generates a vector embedding and runs semantic search across the full product catalog using pgvector.
Rank
Results are scored by relevance. Each product gets a match_reason that explains exactly why it fits the query.
Track
Clicks pass through /api/click before redirect. Query, product, session, and timestamp are logged. Affiliate revenue attributed.
Works with any AI.
Drop into any stack.
REST + MCP. Native support for Claude, GPT, and any AI framework. One integration, zero configuration.
Native MCP server
Connect Bonizu directly to Claude, GPT, or any MCP agent. Product search becomes a native tool call.
{
query: 'ergonomische stoel',
filters: { max_price: 400 },
limit: 5
}
Structured JSON responses. Every result includes relevance_score and match_reason. Built for agents to reason about.
Built for trust.
Designed to scale.
Product data is structured, verified, and continuously updated across 163+ markets. Clean JSON output, GDPR-compliant infrastructure, and full click attribution — built to earn the trust of global AI teams.
GDPR Compliant
Privacy-first infrastructure. All data handling meets European standards — ready for global deployment.
Click Attribution
Every affiliate click is logged with query, product ID, session, and timestamp. Zero gaps in the funnel.
Structured Responses
Consistent JSON schema across all endpoints. Predictable, versioned, and safe to build on.
Simple API.
Powerful results.
Products being found
24 / 7, for real users.
At any moment, AI agents are searching the Bonizu catalog on behalf of users across 163+ markets — returning ranked results with match explanations, in any language.
Pay per search.
Scale as you grow.
Start building today
- 500 searches/mo
- 50 comparisons/mo
- Community support
- Basic analytics
For products shipping fast
- 25K searches/mo
- 1K comparisons/mo
- Priority support
- Full analytics + exports
- Affiliate tracking
- REST + MCP
For orgs at scale
- Unlimited searches
- Custom catalog ingestion
- Dedicated support
- SLA guarantees
- GDPR DPA
- Custom affiliate contracts
Sell through AI.
Reach buyers
you never could.
AI agents are becoming the new storefront. List your products on Bonizu and get discovered by thousands of agents searching on behalf of real buyers — 24/7, across 163+ markets.