Pricing infrastructure for the agent economy

The real-time pricing layer for retailers and the agents buying from them.

Nesika is the AI pricing intelligence platform that monitors competitors, matches products with AI even without barcodes, and makes your prices machine-readable for the next generation of autonomous buyers.

AI-powered product matching

No barcodes required

Australia-first coverage

Expanding by configurable domain

Real-time price signals

Event-driven, not batch

API-first onboarding

No barcodes or integration required to start

The Category Problem

The data problem your pricing team doesn’t know it has.

Retail pricing is broken at the foundation. Not because teams lack effort, but because the tools they rely on were never built for catalogues where 40–60% of SKUs have no universal identifier.

The Matching Problem

Most pricing tools rely on barcodes or EANs. But 40-60% of SKUs across retailers have no universal identifier. Your team is manually matching products, or worse, not matching at all.

40-60%
of SKUs lack universal identifiers

The Speed Problem

By the time your weekly scrape lands in a spreadsheet, the market has already moved. Competitors have repriced, promotions have launched, and your data is already a post-mortem.

24-48h
typical data delay with legacy tools

The Action Problem

Insights without integration are just reports. If your pricing intelligence can't plug directly into your ERP or e-commerce engine, the gap between knowing and acting costs you margin every day.

78%
of pricing insights never reach execution

Not a dashboard. An intelligence engine.

Three steps. One platform. From raw market data to executed pricing decisions, and structured feeds that autonomous agents can consume.

01

Collect

Proprietary crawling infrastructure that monitors competitor prices across thousands of retailers in real-time. No manual setup. No scraping fragility.

  • Vision-based extraction bypasses anti-scraping
  • Millions of data points ingested hourly
  • Automatic retailer discovery and monitoring
02

Match

Multi-modal AI that identifies product matches across attributes, even when barcodes are missing. This is where Nesika is fundamentally different.

  • High-precision, barcode-free matching
  • Self-improving models learn from corrections
  • Human-in-the-loop QA for edge cases
03

Act

Structured pricing feeds and REST APIs plug into your ERP, e-commerce engine, or pricing system, so your team can act on your strategic guardrails.

  • API-first: REST integrations
  • MAP monitoring and violation alerts
View integration docs

The Pricing Protocol

Pricing used to be a human decision. Now it’s a protocol.

Autonomous purchasing agents are already negotiating on behalf of consumers. Retailers that expose real-time, structured pricing data gain a compounding advantage in the agent economy. Those that don’t become invisible to the next generation of buyers.

Nesika is building the infrastructure layer that makes your prices machine-readable, agent-accessible, and competitively positioned. automatically. We call it the pricing protocol.

Read the pricing protocol thesis

Why Nesika’s AI Is Different

Every claim has a mechanism. Every mechanism has a metric.

Other tools give you data. Nesika gives you an unfair advantage. built on AI that actually understands your products, your market, and your competitive position.

Matching Intelligence

Claim: high-precision matching without barcodes

Multi-modal AI that combines visual similarity, semantic embeddings, and attribute analysis to find matches no rule-based system ever could. It learns from every correction, getting more accurate over time.

VISUAL TRANSFORMERSSEMANTIC EMBEDDINGSSELF-IMPROVING

Anomaly Detection

Claim: Catch predatory pricing in real-time

Automated alerts for competitor stock-outs, aggressive pricing maneuvers, and MAP violations before they impact your margin.

Conversational Intelligence

Claim: Ask questions, get pricing answers

“How would my margin change if I matched Competitor A’s weekend promo on electronics?”

Executing simulation...

Global Infrastructure

Crawl localized pricing with geo-distributed infrastructure and regional IP integrity. Australia-first today, expanding by configurable domain.

Two ways to use Nesika

Nesika Retail and Nesika Commerce are separate products solving different jobs on shared Nesika infrastructure. Neither is a cheaper version of the other.

Nesika Retail

Operate your competitive pricing

For retailers and pricing teams managing their own catalogue and competitors. Continuous competitor scans, price intelligence, and reports from one Retail Workspace.

  • Your catalogue and competitors
  • Continuous competitor scans
  • Price intelligence and reports
  • Retail Workspace API & MCP

Nesika Commerce

Build with commerce intelligence

For developers and AI agents needing product discovery, matching, and live market offers. Market-wide commerce data through one Developer Project.

  • Search products across the market
  • Resolve exact product identity
  • Find live retailer offers
  • Commerce API & MCP
AI-matched
PRODUCT MATCHING

Barcode-free, across the most complex multi-category catalogues

Real-time
PRICE MONITORING

Event-driven competitor price tracking, not batch

API-first
ONBOARDING

No barcodes or integration required to start

Automated
MATCHING WORKFLOWS

Replaces manual product mapping workflows

The Competitive Landscape

CapabilitiesNesika AILegacy Tools
Match LogicMulti-modal AI (visual + semantic)EAN/Barcode Only
Match AccuracyHigh-precision, barcode-freeDepends on barcode availability
Refresh RateReal-time / Event-driven24-48 Hour Batch
ImplementationAPI-First implementation6-Month Professional Services
IntegrationREST API integrationsCSV exports, manual imports
ScaleCloud-native, unlimited SKUsLimited SKU scoping
Agentic WorkflowsAutonomous pricing agentsManual analyst workflows
Data Accuracy StandardContinuous, correction-driven improvementNo published accuracy metric

Every day without real-time pricing data is a day your competitors have it and you don’t.

See how Nesika performs on your actual product catalogue, free. No barcodes, no integration required.

GDPR & CCPA compliant.

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