Pricing

from $5.60 / 1,000 outlier videos

YouTube Outlier Finder — Viral Videos on Small Channels

Spot YouTube videos going viral on small channels — the earliest signal a topic is taking off. Get a ranked list of breakouts with outlier score, channel size & baseline views. Perfect for content ideas, niche research & trend discovery. No API key. Creators pay $30+/mo for tools like this.

Pricing

from $5.60 / 1,000 outlier videos

Rating

0.0

(0)

Developer

Anton DataScout

Actor stats

Bookmarked

Total users

Monthly active users

14 hours ago

Last modified

Categories

Social media

Developer tools

You can access the YouTube Outlier Finder — Viral Videos on Small Channels programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

{
  "openapi": "3.0.1",
  "info": {
    "version": "1.0",
    "x-build-id": "BsIyB6FFxhlEchQ7j"
  },
  "servers": [
    {
      "url": "https://api.apify.com/v2"
    }
  ],
  "paths": {
    "/acts/datascoutlab~youtube-outlier-finder/run-sync-get-dataset-items": {
      "post": {
        "operationId": "run-sync-get-dataset-items-datascoutlab-youtube-outlier-finder",
        "x-openai-isConsequential": false,
        "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
        "tags": [
          "Run Actor"
        ],
        "requestBody": {
          "required": true,
          "content": {
            "application/json": {
              "schema": {
                "$ref": "#/components/schemas/inputSchema"
              }
            }
          }
        },
        "parameters": [
          {
            "name": "token",
            "in": "query",
            "required": true,
            "schema": {
              "type": "string"
            },
            "description": "Enter your Apify token here"
          }
        ],
        "responses": {
          "200": {
            "description": "OK"
          }
        }
      }
    },
    "/acts/datascoutlab~youtube-outlier-finder/runs": {
      "post": {
        "operationId": "runs-sync-datascoutlab-youtube-outlier-finder",
        "x-openai-isConsequential": false,
        "summary": "Executes an Actor and returns information about the initiated run in response.",
        "tags": [
          "Run Actor"
        ],
        "requestBody": {
          "required": true,
          "content": {
            "application/json": {
              "schema": {
                "$ref": "#/components/schemas/inputSchema"
              }
            }
          }
        },
        "parameters": [
          {
            "name": "token",
            "in": "query",
            "required": true,
            "schema": {
              "type": "string"
            },
            "description": "Enter your Apify token here"
          }
        ],
        "responses": {
          "200": {
            "description": "OK",
            "content": {
              "application/json": {
                "schema": {
                  "$ref": "#/components/schemas/runsResponseSchema"
                }
              }
            }
          }
        }
      }
    },
    "/acts/datascoutlab~youtube-outlier-finder/run-sync": {
      "post": {
        "operationId": "run-sync-datascoutlab-youtube-outlier-finder",
        "x-openai-isConsequential": false,
        "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
        "tags": [
          "Run Actor"
        ],
        "requestBody": {
          "required": true,
          "content": {
            "application/json": {
              "schema": {
                "$ref": "#/components/schemas/inputSchema"
              }
            }
          }
        },
        "parameters": [
          {
            "name": "token",
            "in": "query",
            "required": true,
            "schema": {
              "type": "string"
            },
            "description": "Enter your Apify token here"
          }
        ],
        "responses": {
          "200": {
            "description": "OK"
          }
        }
      }
    }
  },
  "components": {
    "schemas": {
      "inputSchema": {
        "type": "object",
        "required": [
          "queries"
        ],
        "properties": {
          "queries": {
            "title": "Search queries",
            "type": "array",
            "description": "Topics or niches to scan, e.g. `ai tools`, `homestead off grid`, `woodworking asmr`. Each query is searched separately; results are deduplicated.",
            "items": {
              "type": "string"
            }
          },
          "uploadWindow": {
            "title": "Upload window",
            "enum": [
              "week",
              "month",
              "year"
            ],
            "type": "string",
            "description": "Only consider videos uploaded within this window. Fresh windows surface early signals.",
            "default": "month"
          },
          "duration": {
            "title": "Video duration",
            "enum": [
              "any",
              "long"
            ],
            "type": "string",
            "description": "Long-form (20+ min) is the strongest signal for serious niches; `any` includes everything.",
            "default": "any"
          },
          "minViews": {
            "title": "Min views (absolute floor)",
            "minimum": 100,
            "type": "integer",
            "description": "Video must have at least this many views regardless of channel size.",
            "default": 5000
          },
          "minOutlierScore": {
            "title": "Min outlier score",
            "minimum": 2,
            "maximum": 100,
            "type": "integer",
            "description": "Video views must exceed the channel's typical views (median of recent uploads) by at least this multiple. 5 = video does 5x better than the channel usually does.",
            "default": 5
          },
          "maxSubscribers": {
            "title": "Max channel subscribers",
            "minimum": 1000,
            "type": "integer",
            "description": "Ignore big channels — outliers on small channels are the purest signal that the topic (not the brand) is driving views.",
            "default": 100000
          },
          "maxResults": {
            "title": "Max results",
            "minimum": 1,
            "maximum": 500,
            "type": "integer",
            "description": "Upper cap on outliers returned, sorted by score descending.",
            "default": 50
          }
        }
      },
      "runsResponseSchema": {
        "type": "object",
        "properties": {
          "data": {
            "type": "object",
            "properties": {
              "id": {
                "type": "string"
              },
              "actId": {
                "type": "string"
              },
              "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"
              },
              "status": {
                "type": "string",
                "example": "READY"
              },
              "meta": {
                "type": "object",
                "properties": {
                  "origin": {
                    "type": "string",
                    "example": "API"
                  },
                  "userAgent": {
                    "type": "string"
                  }
                }
              },
              "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
                  }
                }
              },
              "options": {
                "type": "object",
                "properties": {
                  "build": {
                    "type": "string",
                    "example": "latest"
                  },
                  "timeoutSecs": {
                    "type": "integer",
                    "example": 300
                  },
                  "memoryMbytes": {
                    "type": "integer",
                    "example": 1024
                  },
                  "diskMbytes": {
                    "type": "integer",
                    "example": 2048
                  }
                }
              },
              "buildId": {
                "type": "string"
              },
              "defaultKeyValueStoreId": {
                "type": "string"
              },
              "defaultDatasetId": {
                "type": "string"
              },
              "defaultRequestQueueId": {
                "type": "string"
              },
              "buildNumber": {
                "type": "string",
                "example": "1.0.0"
              },
              "containerUrl": {
                "type": "string"
              },
              "usage": {
                "type": "object",
                "properties": {
                  "ACTOR_COMPUTE_UNITS": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATASET_READS": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATASET_WRITES": {
                    "type": "integer",
                    "example": 0
                  },
                  "KEY_VALUE_STORE_READS": {
                    "type": "integer",
                    "example": 0
                  },
                  "KEY_VALUE_STORE_WRITES": {
                    "type": "integer",
                    "example": 1
                  },
                  "KEY_VALUE_STORE_LISTS": {
                    "type": "integer",
                    "example": 0
                  },
                  "REQUEST_QUEUE_READS": {
                    "type": "integer",
                    "example": 0
                  },
                  "REQUEST_QUEUE_WRITES": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATA_TRANSFER_INTERNAL_GBYTES": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATA_TRANSFER_EXTERNAL_GBYTES": {
                    "type": "integer",
                    "example": 0
                  },
                  "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                    "type": "integer",
                    "example": 0
                  },
                  "PROXY_SERPS": {
                    "type": "integer",
                    "example": 0
                  }
                }
              },
              "usageTotalUsd": {
                "type": "number",
                "example": 0.00005
              },
              "usageUsd": {
                "type": "object",
                "properties": {
                  "ACTOR_COMPUTE_UNITS": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATASET_READS": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATASET_WRITES": {
                    "type": "integer",
                    "example": 0
                  },
                  "KEY_VALUE_STORE_READS": {
                    "type": "integer",
                    "example": 0
                  },
                  "KEY_VALUE_STORE_WRITES": {
                    "type": "number",
                    "example": 0.00005
                  },
                  "KEY_VALUE_STORE_LISTS": {
                    "type": "integer",
                    "example": 0
                  },
                  "REQUEST_QUEUE_READS": {
                    "type": "integer",
                    "example": 0
                  },
                  "REQUEST_QUEUE_WRITES": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATA_TRANSFER_INTERNAL_GBYTES": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATA_TRANSFER_EXTERNAL_GBYTES": {
                    "type": "integer",
                    "example": 0
                  },
                  "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                    "type": "integer",
                    "example": 0
                  },
                  "PROXY_SERPS": {
                    "type": "integer",
                    "example": 0
                  }
                }
              }
            }
          }
        }
      }
    }
  }
}

YouTube Outlier Finder — Breakout Videos & Trend Discovery OpenAPI definition

OpenAPI is a standard for designing and describing RESTful APIs, allowing developers to define API structure, endpoints, and data formats in a machine-readable way. It simplifies API development, integration, and documentation.

OpenAPI is effective when used with AI agents and GPTs by standardizing how these systems interact with various APIs, for reliable integrations and efficient communication.

By defining machine-readable API specifications, OpenAPI allows AI models like GPTs to understand and use varied data sources, improving accuracy. This accelerates development, reduces errors, and provides context-aware responses, making OpenAPI a core component for AI applications.

You can download the OpenAPI definitions for YouTube Outlier Finder — Viral Videos on Small Channels from the options below:

OpenAPI.json

If you’d like to learn more about how OpenAPI powers GPTs, read our blog post.

You can also check out our other API clients:

YouTube Outlier Finder — Viral Videos on Small Channels API in Python

YouTube Outlier Finder — Viral Videos on Small Channels API in JavaScript

YouTube Outlier Finder — Viral Videos on Small Channels API through CLI

YouTube Outlier Finder — Viral Videos on Small Channels API

YouTube Transcript Scraper — Batch + SRT/VTT Export

vanity_arias/youtube-transcript-scraper-batch

Extract YouTube video transcripts in bulk — paste video URLs, IDs, or Shorts links and get clean text, timestamped segments, and ready-to-use SRT/VTT subtitle files. No API key, failed videos never charged.

Nvikelo Nyathi

YouTube Scraper: Attention Queue, Breakout Detection

ryanclinton/youtube-scraper

Scrapes YouTube channels, videos, playlists and search. Breakout detection, momentum scoring, attention routing, watchlist deltas. Drop-in from streamers/youtube-scraper. 60% cheaper. $2/1k records.

Ryan Clinton

YouTube Transcript Scraper [NO COOKIES] ✅

unseenuser/Youtube-all-in-one-scraper

Extract videos, channels, comments, and full timestamped transcripts in one tool - without YouTube Data API quota limits. Get metadata, comment threads with reply chains, and transcripts in any available language. Built for AI/RAG engineers, content strategists, and SEO researchers.

Unseen User

5.0

(3)

Google Keyword Trends

agentx/google-keyword-trends

Collects Google Trends interest over time, interest by region, and related queries for a keyword across country, time range, category, and search property filters.

AgentX

TikTok Hashtag Scraper - Scrape Videos by Tag

logiover/tiktok-hashtag-video-scraper

Scrape TikTok by hashtag or keyword, no API key. Export TikTok video data to CSV/JSON with views, likes, sound & author. A TikTok unofficial API.

Logiover

Google Trends Keyword Monitor & Rising Trend Finder

groupoject/trendpulse-keyword-monitor

Bulk Google Trends keyword monitoring, rising keyword detection, and SEO opportunity scoring.

Group Oject

Google Trends Scraper - Keyword Research & SEO Analysis

inexhaustible_glass/google-trends-scraper

Analyze Google Trends for keyword research & SEO. Get interest over time, regional breakdowns, related queries, rising topics & trending searches. Compare 100+ keywords, any country, any timeframe. For SEO & content marketers.

Hitman studio

Google Trends Scraper

automation-lab/google-trends-scraper

Scrape Google Trends: daily trending searches and keyword analysis. Get interest over time, related queries, and regional interest. Two modes: trending (pure HTTP, dirt cheap) and keyword analysis. Flat output for CSV/Excel. Pay per result.

Stas Persiianenko

189

TikTok Scraper — Breakouts, Creator Momentum & Sound Trends

ryanclinton/tiktok-scraper

TikTok Scraper with an attention layer: get ranked breakout videos, creator momentum, and trending TikTok sounds instead of rows. Works as a TikTok hashtag scraper, profile scraper, or sound tracker. Drop-in migration from clockworks/tiktok-scraper.

Ryan Clinton

Youtube Video Finder

coregent/youtube-video-finder

Fast YouTube video discovery tool optimized for speed and minimal data extraction. Extract 10 essential discovery fields to quickly identify relevant videos for deeper analysis. No residential proxy required.