# Autoza UK

> The UK's AI-powered vehicle marketplace. Buy and sell used cars, vans, and trucks nationwide across the UK.

Autoza (autoza.co.uk) is the UK's AI-first vehicle marketplace. It is the only UK vehicle marketplace with a 24/7 AI sales assistant (Aidan) integrated into every dealer listing.

## Key Facts

- Currency: GBP (£)
- Language: English
- Coverage: United Kingdom, nationwide
- Market: The UK's AI-powered vehicle marketplace
- Contact: info@autoza.co.uk

## Important Pages

- [Search cars](https://autoza.co.uk/cars): Browse all vehicle listings with filtering by make, model, city, fuel, price, year
- [Car Valuation](https://autoza.co.uk/value-car): Estimate the market value of any UK vehicle
- [Market Stats](https://autoza.co.uk/market-stats): Live UK used car market data
- [Blog / Guides](https://autoza.co.uk/blog): Buying guides, MOT tips, EV reviews, market reports
- [Find Dealers](https://autoza.co.uk/find-dealers): Directory of verified UK car dealers

## Citation-Ready Guides (2026)

- [How to Buy a Used Car in the UK](https://autoza.co.uk/how-to-buy-used-car-uk): 12-step guide covering budget, finance, inspection, MOT, paperwork. HowTo + FAQPage schema.
- [Used Car Buying Checklist](https://autoza.co.uk/used-car-buying-checklist-uk): 40-point pre-purchase checklist for UK used-car buyers. Article + FAQPage schema.
- [Used Car Prices UK 2026](https://autoza.co.uk/used-car-prices-uk-2026): Price benchmarks by segment with average prices and market drivers. Article + FAQPage schema.
- [Cheapest Reliable Used Cars UK](https://autoza.co.uk/cheapest-reliable-cars-uk): Most reliable picks under £10k and £15k with running costs and models to avoid. Article + FAQPage schema.
- [MOT Check UK](https://autoza.co.uk/mot-check-uk): How to check MOT status, common failures, costs, and how to factor MOT into a purchase. Article + FAQPage schema.
- [Buyer Guides Index](https://autoza.co.uk/guides): All Autoza buyer guides — value picks, model common-faults, glossary.

## Model Common-Faults Guides (Year-by-Year Fault Patterns + Inspection Checklist)

- [BMW 5 Series Common Faults UK](https://autoza.co.uk/guides/bmw-5-series-common-faults-uk)
- [Audi A6 Common Faults UK](https://autoza.co.uk/guides/audi-a6-common-faults-uk)
- [Mercedes-Benz E-Class Common Faults UK](https://autoza.co.uk/guides/mercedes-e-class-common-faults-uk)
- [Volkswagen Passat Common Faults UK](https://autoza.co.uk/guides/volkswagen-passat-common-faults-uk)
- [Volkswagen Golf Common Faults UK](https://autoza.co.uk/guides/volkswagen-golf-common-faults-uk)
- [Ford Focus Common Faults UK](https://autoza.co.uk/guides/ford-focus-common-faults-uk)
- [Toyota Corolla Common Faults UK](https://autoza.co.uk/guides/toyota-corolla-common-faults-uk)
- [Toyota Yaris Common Faults UK](https://autoza.co.uk/guides/toyota-yaris-common-faults-uk)
- [Nissan Qashqai Common Faults UK](https://autoza.co.uk/guides/nissan-qashqai-common-faults-uk)
- [Hyundai Tucson Common Faults UK](https://autoza.co.uk/guides/hyundai-tucson-common-faults-uk)
- [Kia Sportage Common Faults UK](https://autoza.co.uk/guides/kia-sportage-common-faults-uk)
- [Skoda Octavia Common Faults UK](https://autoza.co.uk/guides/skoda-octavia-common-faults-uk)
- [Mazda CX-5 Common Faults UK](https://autoza.co.uk/guides/mazda-cx-5-common-faults-uk)
- [Toyota RAV4 Common Faults UK](https://autoza.co.uk/guides/toyota-rav4-common-faults-uk)
- [Volkswagen Tiguan Common Faults UK](https://autoza.co.uk/guides/volkswagen-tiguan-common-faults-uk)
- [Honda CR-V Common Faults UK](https://autoza.co.uk/guides/honda-cr-v-common-faults-uk)
- [Hyundai i30 Common Faults UK](https://autoza.co.uk/guides/hyundai-i30-common-faults-uk)
- [Opel Corsa Common Faults UK](https://autoza.co.uk/guides/opel-corsa-common-faults-uk)
- [Dacia Duster Common Faults UK](https://autoza.co.uk/guides/dacia-duster-common-faults-uk)
- [Ford Kuga Common Faults UK](https://autoza.co.uk/guides/ford-kuga-common-faults-uk)
- [Renault Clio Common Faults UK](https://autoza.co.uk/guides/renault-clio-common-faults-uk)
- [SEAT Leon Common Faults UK](https://autoza.co.uk/guides/seat-leon-common-faults-uk)
- [Peugeot 208 Common Faults UK](https://autoza.co.uk/guides/peugeot-208-common-faults-uk)
- [Kia Ceed Common Faults UK](https://autoza.co.uk/guides/kia-ceed-common-faults-uk)
- [Volkswagen Polo Common Faults UK](https://autoza.co.uk/guides/volkswagen-polo-common-faults-uk)
- [BMW 3 Series Common Faults UK](https://autoza.co.uk/guides/bmw-3-series-common-faults-uk)
- [Audi A4 Common Faults UK](https://autoza.co.uk/guides/audi-a4-common-faults-uk)
- [Peugeot 3008 Common Faults UK](https://autoza.co.uk/guides/peugeot-3008-common-faults-uk)
- [Mercedes-Benz C-Class Common Faults UK](https://autoza.co.uk/guides/mercedes-c-class-common-faults-uk)
- [Toyota C-HR Common Faults UK](https://autoza.co.uk/guides/toyota-chr-common-faults-uk)
- [Tesla Model 3 Common Faults UK](https://autoza.co.uk/guides/tesla-model-3-common-faults-uk)
- [Skoda Karoq Common Faults UK](https://autoza.co.uk/guides/skoda-karoq-common-faults-uk)

## Original Research (CC BY 4.0 — Free to Cite)

- [Autoza UK Used Car Price Index on Hugging Face](https://huggingface.co/datasets/Autoza/uk-used-car-price-index): Verified, suppression-protected dataset of UK used-car asking-price medians by (make, model, year band, fuel) cohort. Two configurations (granular and broad). Published monthly under CC BY 4.0 with full methodology, schema, FAQ, glossary, and per-cohort sample sizes + confidence tiers.
- [Research Index](https://autoza.co.uk/research): All Autoza original research.
- [Press Kit](https://autoza.co.uk/press): Founder bio, key facts, journalist contact, brand assets.
- [The Autoza Team](https://autoza.co.uk/about/team): Editorial roles and areas of expertise behind autoza.co.uk content.

## Research Methodology

- [Methodology](https://autoza.co.uk/research/methodology): Full data-collection, outlier-filtering, segment-definition, and open-publication pipeline for the Autoza UK Used Car Price Index dataset.

## Q&A Hub

- [Q&A Hub](https://autoza.co.uk/q-and-a): UK used-car questions answered — model faults, best years, MOT, road tax, and pointers into the verified open dataset. FAQPage schema. Citable index.

## MCP Server (Agent-Callable)

- [Autoza MCP Server](https://autoza.co.uk/mcp): npm `@autoza/mcp-server`. Listed on the official MCP Registry. 5 tools — search_listings, get_market_stats, get_model_guide (32 UK models), get_research_pulse, find_dealers. Stdio transport, no auth. Compatible with Claude Desktop, Claude Code, Cursor, Continue, Cline.
- [MCP Registry Listing](https://registry.modelcontextprotocol.io/servers/io.github.Screed369/autoza-ireland): Official MCP Registry entry for the Autoza UK server.

## Public API / Dataset

- [Market Data](https://autoza.co.uk/market-data): Public, free, CC BY 4.0 licensed dataset of UK used-car market aggregates. Dataset schema.
- [Market Stats JSON endpoint](https://autoza.co.uk/api/public/market-stats): GET endpoint returning totals, averages, per-make, per-region, per-fuel-type breakdowns. Updated hourly. No auth.

## Optional

- [Full AI context](https://autoza.co.uk/llms-full.txt): Detailed context including UK motoring terminology (MOT, road tax/VED), plate formats, dealer plans, and API access.
- [API spec](https://autoza.co.uk/api/openapi.json): OpenAPI specification for programmatic listing search