hoodmaps.com valid
Hoodmaps
Hoodmaps is a crowdsourced map of what neighborhoods are *actually* like.
For agents: Hoodmaps: crowdsourced map describing what neighborhoods are actually like, for people choosing where to live or visit.
neighborhoodscrowdsourced mapsneighborhood reviewsplaces to live
Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-21T16:13:34.953Z. Cached copy · Source on hoodmaps.com
# Hoodmaps
> Hoodmaps is a crowdsourced map of what neighborhoods are *actually* like.
> For 1,600+ cities worldwide, locals colour the map by vibe and leave short
> honest tags ("hipsters here", "tourist trap", "students everywhere"), so you
> can tell the character of an area block-by-block before you visit or move.
Last updated: 2026-08-27
That date is for this document. The neighborhood data behind it is regenerated
every night, and each API response carries its own `updated` timestamp
(ISO-8601) telling you when that city was last refreshed - prefer that field
over this date when you need to know how current an answer is.
Each city has one page. The URL pattern is:
https://hoodmaps.com/{city}-neighborhood-map
For example: `/new-york-city-neighborhood-map`, `/lisbon-neighborhood-map`,
`/berlin-neighborhood-map`. These pages are the intended surface for reading
Hoodmaps - they show the colour-coded map plus the top crowd tags per area.
## Vibe categories
Every area is coloured by one of these crowd-voted categories:
- **hipsters** (cool) - creative, artsy, indie, gentrifying areas
- **rich** - wealthy, upscale, expensive residential areas
- **suits** - business districts, offices, corporate zones
- **tourists** - tourist-heavy areas, attractions, "tourist traps"
- **uni** - student areas around universities
- **normies** - ordinary, residential, "regular people" areas
- **crime** - areas the crowd flags as sketchy or higher-risk
## Machine-readable API
For a compact, structured summary of a city, call:
https://hoodmaps.com/api/{city} e.g. https://hoodmaps.com/api/lisbon
It returns JSON: the city's dominant categories, a recommended area, an upcoming
area, notable good and crime areas, and a list of named areas - each with its
crowd category, a headline tag, and a centre point ([lat, lng]). Every response
carries an `updated` field (ISO-8601) with when it was last refreshed.
For cities with income data (currently the US and 7 European capitals - Paris,
Amsterdam, Stockholm, Helsinki, Madrid, London, Dublin), each area also carries
`income`: median household income in USD, converted at the current exchange
rate and rounded to the nearest $10k. The response's `income_source` field
names the original statistics agency and year. Cities without income data
omit both fields entirely.
For the raw crowd tags behind a city (e.g. to render them as an overlay), call:
https://hoodmaps.com/api/{city}/tags e.g. https://hoodmaps.com/api/lisbon/tags
It returns the top 200 tags by net votes (upvotes minus downvotes, positive
only), sorted descending, each with its text, coordinates, and net vote count -
nothing else from the raw dataset (no user data, no timestamps, no ids).
…
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Machine-readable: GET /v1/resolve?q=hoodmaps.com · GET /v1/domain/hoodmaps.com · this page as Accept: application/json or text/markdown · MCP lookup_domain
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