Apify Dataset QA Gate

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

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.

Return only never-before-seen rows from repeated Apify datasets and stop duplicate alerts, CRM records, and downstream automation actions.

Dataset Result Gate

vittuhy/dataset-result-gate

Conditional pipeline gate. Fails if the previous actor's dataset is empty, succeeds if it has results — stopping unnecessary downstream runs before they start.

Score each actor's quality: README, pricing, output schema, reliability, and popularity. Get actionable issues and recommendations to improve your Apify Store rankings.

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.

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.

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.