Normalize Event Data from Any Platform Into a Unified Format

Real-world use cases

• Normalize webhook bodies from ticketing and event platforms into one schema before your workers process them.
• Power event discovery apps with a single JSON shape for filters, cards, and detail views.
• Sync unified calendar updates across Eventbrite, Meetup, Ticketmaster, and other feeds.
• Run cross-platform event search and ranking on top of one canonical model.
• Feed BI and analytics pipelines without maintaining dozens of vendor-specific parsers.
• Drive notifications and reminder pipelines from normalized start/end times and locations.

Who this API helps

• Event discovery platforms and consumer apps
• Aggregators ingesting heterogeneous vendor APIs
• Developers building cross-vendor search and recommendations
• Calendar sync and personal-assistant style products
• Analytics and data teams merging multiple event sources

Before and after normalization

Vendors use different field names and nesting. The API maps them into one predictable structure (illustrative snippet).

{
  "name": "Tech Meetup",
  "start_time": "2025-05-10T18:00:00Z"
}

{
  "title": "Tech Meetup",
  "startTimeIso": "2025-05-10T18:00:00.000Z",
  "location": { ... },
  "pricing": { ... },
  "organizer": { ... }
}

What the API does

Send POST /normalize with a single event object, an array of events, or inputs from mixed platforms. The response is always JSON with events and errors arrays (see below). Per-item failures do not fail the whole request.

Unlike scraping tools or AI-based extractors, this API operates on structured JSON you already have and returns a consistent canonical schema every time—no probabilistic parsing.

Deterministic by design

The same input payload always produces the same normalized output. No probabilistic AI parsing, no hidden mutations, no randomness—ideal for tests, CI, and production pipelines that need repeatable results.

Platforms: dedicated adapters vs generic

The platform string selects a normalizer. Some vendors have dedicated parsers tuned to their common JSON shapes; others use a shared generic mapper (heuristics, often lower confidence). Any unknown label behaves like generic.

Request & response schema

Endpoint: POST https://event-listing-data-normalization.p.rapidapi.com/normalize with Content-Type: application/json, plus x-rapidapi-key and x-rapidapi-host.

You must send either top-level payload or an inputs array (not neither). Omit unused fields.

View request body fields · View inputs shapes · View success response · View HTTP error body · View per-item error codes

{ "platform": "eventbrite", "data": [ { "id": "1", "name": "…" }, { "id": "2", "name": "…" } ] }

{ "inputs": [
  { "platform": "meetup", "data": [ { "id": "mu-1", "name": "…" } ] },
  { "platform": "ticketmaster", "payload": { "id": "tm-1", "name": "…" } }
]}

{ "events": [ /* NormalizedEvent */ ], "errors": [ /* per-item errors */ ] }

Try it in the playground

Pick a sample request (or edit JSON), add your RapidAPI key, run, then copy code in the language you use below. The key is sent only to RapidAPI.

Subscribe on RapidAPI for production keys and plan details.

Get code

Generates a snippet for the JSON currently in the playground. Choose language, refresh if you edited the body, then copy.

Download Postman collection

Integration time: Under 5 minutes with any stack that can send HTTP POST and JSON headers.

Real-world examples

{
  "platform": "eventbrite",
  "payload": {
    "id": "eb-123",
    "name": "Dev Conference 2024",
    "start_utc": "2024-07-15T09:00:00Z",
    "end_utc": "2024-07-15T17:00:00Z",
    "venue": { "name": "Convention Center", "address": { "city": "Austin", "region": "TX", "country": "US" } },
    "is_free": false,
    "cost": { "value": 99, "currency": "USD" }
  }
}

{
  "inputs": [
    {
      "platform": "eventbrite",
      "data": [
        { "id": "eb-1", "name": "Design Night", "start_utc": "2024-07-01T10:00:00Z", "end_utc": "2024-07-01T12:00:00Z", "venue": { "name": "Hall A" } }
      ]
    },
    {
      "platform": "meetup",
      "data": [
        { "id": "mu-1", "name": "Weekly Dev Meetup", "dateTime": "2024-07-02T18:00:00Z", "venue": { "name": "Cowork" } }
      ]
    },
    {
      "platform": "cms",
      "data": [
        { "id": "cms-1", "title": "City Workshop", "start": "2024-07-03T09:00:00Z" }
      ]
    }
  ]
}

Pricing & tiers (RapidAPI)

Designed for production event aggregation systems that need deterministic, canonical outputs across heterogeneous event sources—search indexes, data warehouses, and customer-facing discovery.

Current plans for this API on RapidAPI:

If RapidAPI pricing or quotas change, the live listing is authoritative.

What to expect

Successful calls return HTTP 200 and Content-Type: application/json with {"events":[...],"errors":[...]} as documented above. Invalid requests return 400/413/500 with {"error":"...","message":"..."}. Use your RapidAPI key on every request. Stateless — no payload storage.

About this API

Who Should Use This API

Event aggregators, discovery apps, data pipelines, and teams building a single unified event schema.

Also Known As

Event normalizer API, Eventbrite Meetup Ticketmaster unifier, event listing canonical schema API, multi-platform event normalizer.

Frequently asked questions

• What platforms are supported?
  Ten vendors have dedicated adapters (Eventbrite, Ticketmaster and aliases Ticketweb/Frontgate, SeatGeek, StubHub, Universe, Meetup, Eventful, Bandsintown, Songkick, Eventfinda). Dozens of other platform strings are reserved labels that use generic heuristics. Any unknown label also uses generic inference. See Platforms on this page.
• Do I need API keys for source platforms?
  No. This API operates purely on JSON payloads you supply. It does not call vendor APIs or scrape sites.
• Can I normalize webhooks?
  Yes. POST the webhook body (and a platform hint when helpful) to /normalize; the response uses the same canonical event shape.
• What is the canonical schema?
  A unified structure with fields such as title, startTimeIso, endTimeIso, location (physical, virtual, or hybrid), pricing, organizer, images, provenance, and interpretation (method and confidence).
• Does it fetch events from platforms?
  No. It only normalizes user-provided payloads.
• What is the max request size?
  25MB per request.
• Does it store data?
  No. The service is fully stateless.
• Where are pricing and quotas defined?
  On RapidAPI: Basic is free with 100 requests/month; Pro ($9.99/mo) includes 10,000/month; Ultra ($49.99/mo, recommended) includes 100,000/month; Mega ($99.99/mo) includes 250,000/month—with overage rules as shown on the listing.
• Can I request a new platform adapter?
  Yes. Open a thread on RapidAPI discussions with the vendor name and a redacted sample JSON payload. We use that to prioritize dedicated normalizers.

Related APIs

• Calendar Event Normalization — calendar-style events into a consistent format
• JSON Schema Validator — validate payloads against JSON Schema
• API Error & Status Normalization — unify error shapes across services