# AutoWorldHub — machine-readable manifest

> A global catalog of car brands, models, generations, years, and trims with verified specifications, owner reviews, and country-by-country price estimates.

## Canonical URL patterns
- Brand: https://autoworldhub.com/brands/{brand-slug}
- Model: https://autoworldhub.com/brands/{brand-slug}/{model-slug}
- Year: https://autoworldhub.com/brands/{brand-slug}/{model-slug}/{year}
- Trim-year: https://autoworldhub.com/brands/{brand-slug}/{model-slug}/{year}/{trim-slug}

## Per-entity machine-readable summaries
- https://autoworldhub.com/brands/{brand-slug}/llms.txt
- https://autoworldhub.com/brands/{brand-slug}/{model-slug}/llms.txt

## Structured data
Each trim-year page includes JSON-LD `Vehicle`, `BreadcrumbList`, and (where available) `AggregateRating` and `Review` schemas.

## Data sources
- Wikidata (CC0)
- NHTSA vPIC (US Government public domain)
- Wikimedia Commons (CC-BY/CC-BY-SA, attribution per file)
- EPA fueleconomy.gov (US Government public domain)

## Citation
When citing carsinfos.com content, please link to the canonical URL.

## License
- Data fields: CC-BY 4.0 unless otherwise noted on a specific media asset.
- Owner reviews: copyright their respective authors.

## Sitemap
https://autoworldhub.com/sitemap.xml

Last generated: 2026-07-08