# Ask Bestie

> Source-backed popularity rankings: what people actually choose, by category, market and month. Every figure states its signal type, market, period and sources. Popularity is evidence for a decision, not a verdict on quality. Order is never for sale.

## Sites

- [Ask Bestie Computers](https://computers.askbestie.me/): PC parts, peripherals and laptops, ranked by estimated share of builds and purchases, globally and per market. Details: https://computers.askbestie.me/llms.txt
- [Ask Bestie Beauty](https://beauty.askbestie.me/): makeup popularity from US retailer bestseller lists, refreshed weekly. Details: https://beauty.askbestie.me/llms.txt
- [Ask Bestie Cars](https://cars.askbestie.me/): share of new passenger-car registrations in Sweden, from Mobility Sweden counts. Registrations include businesses and are not purchase orders. Details: https://cars.askbestie.me/llms.txt

## MCP servers (Streamable HTTP, read-only, no auth)

- Computers: https://computers.askbestie.me/mcp
- Beauty: https://beauty.askbestie.me/mcp
- Cars: https://cars.askbestie.me/mcp

All three expose the same tools: best_in_category, get_ranking, search_products, get_product, compare_products, trending, meta_build, list_categories. Listed in the official MCP Registry as me.askbestie/computers, me.askbestie/beauty and me.askbestie/cars.

## JSON APIs

- https://computers.askbestie.me/api/index.json
- https://beauty.askbestie.me/api/index.json
- https://cars.askbestie.me/api/index.json