Ask AutoOracle

What you can ask, and what powers the answer.

Ask AutoOracle is the front door to AutoOracle intelligence: grounded answers from 18+ months of NZ car-market data, 3.8M NZTA fleet records, and a purpose-trained Machine Learning price model.

Overview

What Ask AutoOracle can do.

Ask AutoOracle gives you fast, grounded answers for real NZ vehicle decisions. It is built for practical questions, not generic internet car advice.

Pricing and value context

Ask what a vehicle is worth in today's market, what price band looks fair, and how the current asking price compares to market expectations.

Buyer guidance and known issues

Ask what to watch for when buying a make or family, including known faults, ownership risks, and practical checks before you commit.

Trend and supply signals

Ask how prices and supply are moving across fuel types, families, and variants so you can time buy and sell decisions with better context.

Variant and market structure detail

Ask for generation and variant-level detail, regional supply differences, and dealer-versus-private market patterns to understand the full picture.

Oracle Trial

The centrepiece. Enter make, family, year and mileage to get a Machine Learning-generated market price estimate backed by live comparable vehicles from the public NZ market sources.

  • Machine Learning-predicted price with confidence band
  • Comparable live vehicles panel across market sources
  • Vehicle variant breakdown by era and body style
Insight Trial

Data and AI enriched market intelligence for any make or vehicle family. See price distributions, era-by-era variant comparisons, and trend data sourced from the full market archive.

  • Price distribution breakdown by family
  • Era and variant explorer with stat comparison
  • Source split across the market archive
Explore Trial

Browse the full market database with advanced filters. Search by make, model, year range, price, mileage, and LLM-assigned condition rating, then drill into any vehicle for full detail.

  • Filter by 10+ criteria including LLM condition score
  • Full listing detail with Machine Learning valuation delta
  • Direct links back to the source page
Analytics Reporting

Cross-market aggregated data at make and family level. Understand volume, median prices, and family-level breakdowns across the entire NZ used-car market.

  • Make-level volume and median price overview
  • Family breakdown tables with source comparison
  • Available to Reporting tier and above
Dealer Guide Dealer Guide

Specialist tools for professional used-car dealers. Look up any vehicle family to get a DGest (Dealer Guide Estimate) based on variant and generation, review coverage depth across your preferred models, and export valuation sheets for appraisal workflows.

  • DGest (Dealer Guide Estimate) per variant and era
  • Coverage depth view across make and family
  • Bulk export for appraisal and stock pricing workflows
Ask AutoOracle Coming soon

A focused chat interface for the NZ used car market, answering only from AutoOracle's own data: no general car encyclopedia. The service backbone is built, the tool contract is frozen, and rollout is now focused on user-facing product controls.

  • Tool calling plus a vector search over AutoOracle's enrichment text, for questions with or without a named make or family
  • Buyer advice, known issues, live pricing, fleet data and price trends, each answer cited to a source
  • Premium feature, User tier and above
See the design →

Access Tiers

Who can use what.

Feature Trial Reporting Dealer Guide Admin
Oracle ✓ ✓ ✓ ✓
Insight ✓ ✓ ✓ ✓
Explore ✓ ✓ ✓ ✓
Analytics – ✓ ✓ ✓
Export – Coming soon Coming soon Coming soon
Ask AutoOracle – Coming soon Coming soon Coming soon
Dealer Guide – – ✓ ✓
Admin tools – – – ✓

Ready to explore the data?

Open AutoOracle