# Podcast Guest Discovery – Contact Enrichment & Booking (`conceivable_extension/podcast-guest-discovery`) Actor

Finds podcast episodes by topic or guest name, extracts host contact details and booking links, scores episode reach, and exports structured leads for outreach — ideal for PR teams, authors, and speakers building a media presence.

- **URL**: https://apify.com/conceivable\_extension/podcast-guest-discovery.md
- **Developed by:** [joseph fadero](https://apify.com/conceivable_extension) (community)
- **Categories:** Lead generation, Automation
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks
- **User rating**: No ratings yet

## Pricing

from $8.00 / 1,000 host contact enricheds

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.

In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):

```bash
pip install apify-client
```

In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):

````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash

In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).

If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).


# README

## Podcast Guest Discovery – Contact Enrichment & Booking

Find podcasts that cover your topic, extract host contact details and booking links, and export structured leads ready for outreach — built for PR teams, authors, speakers, and founders.

### Features

- **iTunes + Apple Podcasts search** — searches millions of podcasts by topic, keyword, or guest name
- **Website enrichment** — visits each podcast website to extract host email addresses and booking/pitch links
- **Booking link detection** — finds Calendly, Typeform, Airtable, and text-based guest application links
- **Reach scoring** — scores each podcast on a 0–100 scale (major / established / growing / niche)
- **Deduplication** — cross-run KV Store tracks seen podcast IDs to avoid duplicate outreach data

### Inputs

| Field | Default | Description |
|-------|---------|-------------|
| `topics` | required | Topics or keywords to search (e.g. "SaaS", "AI", "productivity") |
| `guestNames` | [] | Specific guest names to look up across podcast databases |
| `language` | `en` | ISO 639-1 language code filter |
| `minReviewCount` | 10 | Minimum review count to include a podcast |
| `maxResults` | 50 | Max results per topic |
| `enrichContactDetails` | true | Scrape podcast website for host email |
| `detectGuestBookingLinks` | true | Detect guest application and booking links |

### Output fields

Each lead includes: `podcastTitle`, `hostName`, `feedUrl`, `websiteUrl`, `hostEmail`, `bookingUrl`, `socialLinks`, `reachScore`, `reachTier`, `reviewCount`, `averageRating`, `episodeCount`, `lastEpisodeDate`, `matchedTopic`, `scrapedAt`.

### Pricing (PPE)

- `podcast-scanned` — charged per podcast examined
- `new-lead` — charged per new podcast lead exported

### Related actors

- [Newsletter Intelligence](https://apify.com/conceivable_extension/newsletter-intelligence) — find Substack and Beehiiv newsletters covering the same topics as the podcasts you discover
- [Reddit Keyword Monitor](https://apify.com/conceivable_extension/reddit-keyword-monitor) — find the Reddit communities the podcast audiences are active in
- [LinkedIn Contact Enricher](https://apify.com/conceivable_extension/linkedin-contact-enricher) — enrich podcast host contact details for outreach

# Actor input Schema

## `topics` (type: `array`):

List of topics or keywords to search for in podcast directories (e.g. 'SaaS', 'productivity', 'AI').
## `guestNames` (type: `array`):

Optional list of specific guest names to search for across podcast databases.
## `language` (type: `string`):

Only return podcasts in this language. Use ISO 639-1 codes (e.g. 'en' for English, 'de' for German).
## `minReviewCount` (type: `integer`):

Only include podcasts with at least this many reviews. Higher values filter to well-established shows.
## `maxResults` (type: `integer`):

Maximum number of podcast results to return per topic or guest name search.
## `enrichContactDetails` (type: `boolean`):

If enabled, visits each podcast website to extract host email addresses and booking/pitch links.
## `detectGuestBookingLinks` (type: `boolean`):

If enabled, scans podcast websites for guest application forms, Calendly links, or pitch submission pages.

## Actor input object example

```json
{
  "topics": [
    "SaaS",
    "entrepreneurship"
  ],
  "guestNames": [],
  "language": "en",
  "minReviewCount": 10,
  "maxResults": 50,
  "enrichContactDetails": true,
  "detectGuestBookingLinks": true
}
````

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "topics": [
        "SaaS",
        "entrepreneurship"
    ],
    "guestNames": []
};

// Run the Actor and wait for it to finish
const run = await client.actor("conceivable_extension/podcast-guest-discovery").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "topics": [
        "SaaS",
        "entrepreneurship",
    ],
    "guestNames": [],
}

# Run the Actor and wait for it to finish
run = client.actor("conceivable_extension/podcast-guest-discovery").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "topics": [
    "SaaS",
    "entrepreneurship"
  ],
  "guestNames": []
}' |
apify call conceivable_extension/podcast-guest-discovery --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=conceivable_extension/podcast-guest-discovery",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Podcast Guest Discovery – Contact Enrichment & Booking",
        "description": "Finds podcast episodes by topic or guest name, extracts host contact details and booking links, scores episode reach, and exports structured leads for outreach — ideal for PR teams, authors, and speakers building a media presence.",
        "version": "1.0",
        "x-build-id": "sPCinZqx38qx9XkvZ"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/conceivable_extension~podcast-guest-discovery/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-conceivable_extension-podcast-guest-discovery",
                "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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/conceivable_extension~podcast-guest-discovery/runs": {
            "post": {
                "operationId": "runs-sync-conceivable_extension-podcast-guest-discovery",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/conceivable_extension~podcast-guest-discovery/run-sync": {
            "post": {
                "operationId": "run-sync-conceivable_extension-podcast-guest-discovery",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": [
                    "topics"
                ],
                "properties": {
                    "topics": {
                        "title": "Topics / Keywords",
                        "type": "array",
                        "description": "List of topics or keywords to search for in podcast directories (e.g. 'SaaS', 'productivity', 'AI').",
                        "items": {
                            "type": "string"
                        }
                    },
                    "guestNames": {
                        "title": "Guest Names",
                        "type": "array",
                        "description": "Optional list of specific guest names to search for across podcast databases.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "language": {
                        "title": "Language Filter",
                        "type": "string",
                        "description": "Only return podcasts in this language. Use ISO 639-1 codes (e.g. 'en' for English, 'de' for German).",
                        "default": "en"
                    },
                    "minReviewCount": {
                        "title": "Minimum Review Count",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Only include podcasts with at least this many reviews. Higher values filter to well-established shows.",
                        "default": 10
                    },
                    "maxResults": {
                        "title": "Max Results Per Topic",
                        "minimum": 5,
                        "maximum": 200,
                        "type": "integer",
                        "description": "Maximum number of podcast results to return per topic or guest name search.",
                        "default": 50
                    },
                    "enrichContactDetails": {
                        "title": "Enrich Contact Details",
                        "type": "boolean",
                        "description": "If enabled, visits each podcast website to extract host email addresses and booking/pitch links.",
                        "default": true
                    },
                    "detectGuestBookingLinks": {
                        "title": "Detect Guest Booking Links",
                        "type": "boolean",
                        "description": "If enabled, scans podcast websites for guest application forms, Calendly links, or pitch submission pages.",
                        "default": true
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
