Pricing

Pay per usage

Apify Dataset Release QA Gate

Audit imported Apify-style dataset rows for missing required values, normalized duplicates, field coverage, type drift, URL/domain issues, and invalid emails. Get one PASS/WARN/FAIL report with blockers and sampled problem rows. This Actor does not fetch datasets by ID or mutate data.

Pricing

Pay per usage

Rating

0.0

(0)

Developer

Wit Nomad

Actor stats

Bookmarked

Total users

Monthly active users

24 days ago

Last modified

Categories

Developer tools

Automation

You can access the Apify Dataset Release QA Gate 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

# Set API token
$API_TOKEN=<YOUR_API_TOKEN>

# Prepare Actor input
$cat > input.json << 'EOF'
<{
<  "mode": "items",
<  "items": [
<    {
<      "name": "Acme AI",
<      "domain": "https://acme.ai",
<      "email": "hello@acme.ai",
<      "employeeCount": 42,
<      "sourceUrl": "https://example.com/acme"
<    },
<    {
<      "name": "Acme AI Inc.",
<      "domain": "acme.ai",
<      "email": "",
<      "employeeCount": "42",
<      "sourceUrl": "not a url"
<    },
<    {
<      "name": "Beta Tools",
<      "domain": "beta.tools",
<      "email": "sales@beta.tools",
<      "employeeCount": 12,
<      "sourceUrl": "https://example.com/beta"
<    },
<    {
<      "name": "",
<      "domain": "gamma.example",
<      "email": "bad-email",
<      "employeeCount": null,
<      "sourceUrl": "https://example.com/gamma"
<    },
<    {
<      "domain": "delta.example",
<      "email": "contact@delta.example",
<      "employeeCount": 8,
<      "sourceUrl": "https://example.com/delta"
<    }
<  ],
<  "requiredFields": [
<    "name",
<    "domain"
<  ],
<  "uniqueKeys": [
<    "domain"
<  ],
<  "urlFields": [
<    "domain",
<    "sourceUrl"
<  ],
<  "emailFields": [
<    "email"
<  ]
<}
<EOF

# Run the Actor using an HTTP API
# See the full API reference at https://docs.apify.com/api/v2
$curl "https://api.apify.com/v2/acts/rotvuvo~apify-dataset-release-qa-gate/runs?token=$API_TOKEN" \
<  -X POST \
<  -d @input.json \
<  -H 'Content-Type: application/json'

Apify Dataset Release QA Gate API

Below, you can find a list of relevant HTTP API endpoints for calling the Apify Dataset Release QA Gate Actor. For this, you’ll need an Apify account. Replace <YOUR_API_TOKEN> in the URLs with your Apify API token, which you can find under Integrations in Apify Console. For details, see the API reference.

Run Actor

POST
https://api.apify.com/v2/acts/rotvuvo~apify-dataset-release-qa-gate/runs?token=<YOUR_API_TOKEN>

Note: By adding the method=POST query parameter, this API endpoint can be called using a GET request and thus used in third-party webhooks. Please refer to our Run Actor API documentation.

Run Actor synchronously and get dataset items

POST
https://api.apify.com/v2/acts/rotvuvo~apify-dataset-release-qa-gate/run-sync-get-dataset-items?token=<YOUR_API_TOKEN>

Note: This endpoint supports both POST and GET request methods. However, only the POST method allows you to pass input data. For more information, please refer to our Run Actor synchronously and get dataset items API documentation.

Get Actor

GET
https://api.apify.com/v2/acts/rotvuvo~apify-dataset-release-qa-gate?token=<YOUR_API_TOKEN>

For more information, please refer to our Get Actor API documentation.

Actors can be used to scrape web pages, extract data, or automate browser tasks. Use the Apify Dataset Release QA Gate API programmatically via the Apify API.

You can choose from:

Apify Dataset Release QA Gate API in Python

Apify Dataset Release QA Gate API in JavaScript

Apify Dataset Release QA Gate API through CLI

Apify Dataset Release QA Gate OpenAPI definition

You can start Apify Dataset Release QA Gate with the Apify API by sending an HTTP POST request to the Run Actorendpoint. An Actor’s input and its content type can be passed as a payload of the POST request, and additional options can be specified using URL query parameters. The Apify Dataset Release QA Gate is identified within the API by its ID, which is the creator’s username and the name of the Actor.

When the Apify Dataset Release QA Gate run finishes you can list the data from its default dataset(storage) via the API or you can preview the data directly on Apify Console.

Apify Dataset QA Gate

leadops_lab/dataset-quality-auditor

Pass, warn, or stop Apify datasets before CRM import, enrichment, client delivery, or webhook automation.

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Scraped Dataset QA Preflight

checksmithcats/scraped-dataset-qa-preflight

A quick QA pass for scraper output before client handoff, CRM import, or scheduled pipeline use. Checks sampled rows for field gaps, duplicates, type shifts, and sensitive-pattern counts.

Checksmith Cats

Dataset QA Auditor

junipr/dataset-qa-auditor

Validate Apify dataset rows for schema drift, null spikes, duplicate keys, type mismatches, and delivery-readiness issues. Outputs row-level QA results plus a summary report.

junipr

Apify Dataset QA Gate

zentrafoundry/apify-dataset-quality-auditor

Score Apify datasets and emit actionable quality issues before downstream use.

Zentra

Dataset Quality Gate - Schema & Data QA

jy-labs/dataset-quality-gate

Apify Dataset data validation and schema validation for JSON rows. Check Dataset ID, Run ID, or pasted items before delivery, automation, or AI/RAG ingestion.

Juyeop Park

Lead List QA Report

junipr/lead-list-qa-report

Audit lead lists for duplicates, missing domains, invalid contact fields, and delivery readiness without enrichment.

junipr

Site QA Content Report Scraper

taroyamada/site-qa-content-report-scraper

Audit public web pages for content quality issues and generate source-linked QA report rows.

naoki anzai

Website Release Gate – Automated Prelaunch QA

ultrahue/website-release-gate

Audit up to 25 public web pages and return structured PASS/FAIL release checks for metadata, accessibility basics, SEO signals, and broken links.

Avis Choi

Dataset Deduplicator & Cleaner

eszetael_lab/dataset-deduplicator-cleaner

Deduplicate a dataset: remove duplicates and merge duplicate records with exact, normalized or fuzzy matching. Clean scraped data — emails, phones, URLs, HTML — and get a data quality report. Runs on an Apify dataset ID or inline JSON, so it chains after any scraper.

Radosław Szal

Dataset Drift Monitor

checksmithcats/dataset-drift-monitor

Scheduled scraper ran successfully, but did the output quietly change? Compare the current dataset shape with the latest baseline for count, field, missing-rate, and type-distribution drift.

Checksmith Cats