{
  "openapi": "3.0.1",
  "info": {
    "title": "Nextdoor Business & Reviews Scraper",
    "description": "Scrape public Nextdoor business listings, neighbor recommendations and city demographics. No login, no session cookies, nothing that expires.",
    "version": "0.1",
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  "components": {
    "schemas": {
      "inputSchema": {
        "type": "object",
        "properties": {
          "cities": {
            "title": "Cities",
            "type": "array",
            "description": "Nextdoor city slugs in the format city-name--state, lowercase, two-letter state. Example: san-clemente--ca",
            "default": [
              "san-clemente--ca"
            ],
            "items": {
              "type": "string"
            }
          },
          "categories": {
            "title": "Business categories",
            "type": "array",
            "description": "Leave empty to sweep every category a city exposes — Nextdoor publishes 54 per city. The per-city limit is split evenly between the categories you list.",
            "default": [
              "Dentist"
            ],
            "items": {
              "type": "string"
            }
          },
          "onlyRequestedCity": {
            "title": "Only businesses located in the requested city",
            "type": "boolean",
            "description": "Nextdoor's category directory is REGIONAL, not municipal: it lists the surrounding trade area. Measured in San Clemente, CA — only 36 % of 200 results were in San Clemente itself, the rest spread across 8 nearby towns. Leave off to get the whole trade area (Nextdoor's own behaviour); turn on to keep only the city you asked for. Either way, every row carries address_city so you can filter yourself.",
            "default": false
          },
          "directBusinessUrls": {
            "title": "Business URLs",
            "type": "array",
            "description": "Scrape these business pages directly, in addition to whatever discovery finds. Use this when you already know which businesses you want.",
            "default": [],
            "items": {
              "type": "object",
              "required": [
                "url"
              ],
              "properties": {
                "url": {
                  "type": "string",
                  "title": "URL of a web page",
                  "format": "uri"
                }
              }
            }
          },
          "maxBusinessesPerCity": {
            "title": "Max businesses per city",
            "minimum": 1,
            "maximum": 10000,
            "type": "integer",
            "description": "Cap PER CITY, shared evenly between the categories you ask for. The default of 50 keeps a first run fast and cheap; raise it for a full sweep. Nextdoor's directory is ordered by distance, so a cap near the city's real inventory keeps results local.",
            "default": 50
          },
          "includeRecommendations": {
            "title": "Include neighbor recommendations",
            "type": "boolean",
            "description": "Individual posts neighbors wrote about the business, with the author left exactly as Nextdoor anonymizes them. Each one is classified as a real recommendation, a request for a provider, or noise. Measured over 741 businesses: 42.4 % have at least one.",
            "default": true
          },
          "maxRecommendationsPerBusiness": {
            "title": "Max recommendations per business",
            "minimum": 1,
            "maximum": 1000,
            "type": "integer",
            "description": "Measured over 741 businesses: 2.5 recommendations each on average, 33 the most seen on one, and 57.6 % have none at all. Raising this rarely changes the result.",
            "default": 100
          },
          "includeCityData": {
            "title": "Include city data",
            "type": "boolean",
            "description": "One row per city in a separate `cities` dataset: population, average income and age, homeowner percentage, safety and friendliness scores, all 54 categories, neighborhoods, and counts of classifieds, groups and events.",
            "default": true
          },
          "includeBusinessActivity": {
            "title": "Include business posts",
            "type": "boolean",
            "description": "Corporate content the businesses published themselves. No neighbor personal data. Goes to a separate `posts` dataset.",
            "default": false
          },
          "includeCityPosts": {
            "title": "Include public neighbor posts",
            "type": "boolean",
            "description": "⚠️ Contains personal data: a partial author name and free text, sometimes about local safety incidents. Off by default. If you turn this on, you are responsible for how you use the results — including under CCPA, if that applies to you.",
            "default": false
          },
          "includeAuthorNeighborhood": {
            "title": "Include the author's neighborhood on posts",
            "type": "boolean",
            "description": "⚠️ A partial name next to a precise neighborhood can identify a real person in a small community. Only applies if you enabled neighbor posts above.",
            "default": false
          },
          "expandNearbyCities": {
            "title": "Expand to nearby cities",
            "type": "boolean",
            "description": "Discover neighbouring cities through Nextdoor's own cross-links, up to the hard cap below.",
            "default": false
          },
          "maxExpandedCities": {
            "title": "Cap on expanded cities",
            "minimum": 0,
            "maximum": 25,
            "type": "integer",
            "description": "A hard cap, and it is not optional: Nextdoor's city graph connects the whole of the United States, so without a limit one run could keep going indefinitely.",
            "default": 3
          },
          "maxConcurrency": {
            "title": "Max concurrency",
            "minimum": 1,
            "maximum": 10,
            "type": "integer",
            "description": "Measured: clean up to 5; at 10 Nextdoor returns HTTP 429 with a cooldown of about four minutes, which costs more time than the extra speed saves. Raising this is rarely worth it.",
            "default": 5
          },
          "maxCacheAgeDays": {
            "title": "Maximum acceptable age of the data",
            "minimum": 0,
            "maximum": 30,
            "type": "integer",
            "description": "Results may be served from a shared cache, which makes runs faster. Set 0 to force a fresh fetch of everything. Every row tells you what you got: `from_cache`, `fetched_at` and `data_age_hours`.",
            "default": 7
          },
          "proxyConfiguration": {
            "title": "Proxy",
            "type": "object",
            "description": "Optional. The Actor already routes through US residential IPs, so you do not need to configure anything here.",
            "default": {
              "useApifyProxy": false
            }
          }
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      },
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        "properties": {
          "data": {
            "type": "object",
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                "type": "string"
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              "userId": {
                "type": "string"
              },
              "startedAt": {
                "type": "string",
                "format": "date-time",
                "example": "2025-01-08T00:00:00.000Z"
              },
              "finishedAt": {
                "type": "string",
                "format": "date-time",
                "example": "2025-01-08T00:00:00.000Z"
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              "status": {
                "type": "string",
                "example": "READY"
              },
              "meta": {
                "type": "object",
                "properties": {
                  "origin": {
                    "type": "string",
                    "example": "API"
                  },
                  "userAgent": {
                    "type": "string"
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                }
              },
              "stats": {
                "type": "object",
                "properties": {
                  "inputBodyLen": {
                    "type": "integer",
                    "example": 2000
                  },
                  "rebootCount": {
                    "type": "integer",
                    "example": 0
                  },
                  "restartCount": {
                    "type": "integer",
                    "example": 0
                  },
                  "resurrectCount": {
                    "type": "integer",
                    "example": 0
                  },
                  "computeUnits": {
                    "type": "integer",
                    "example": 0
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              },
              "options": {
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              "defaultKeyValueStoreId": {
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              "containerUrl": {
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              "usage": {
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                    "type": "integer",
                    "example": 0
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                  "DATASET_READS": {
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                    "example": 0
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