YouTube Topic Video Gap Finder

Search public YouTube topic and hashtag pages for video opportunities with title, channel, recency, URL, and gap scoring.

This actor is built for fast public-data runs with strict result caps, request timeouts, guarded error handling, and useful paid-result rows.

What You Get

• structured source-backed rows
• signal or opportunity scoring where enough public data is available
• source issue notices in the key-value store when a page is blocked, login-only, unavailable, or empty
• optional change-detection rows for scheduled runs
• clean exports through Apify datasets, API, CSV, Excel, JSON, and integrations

Profit And Cost Control

• Use low result caps for tests.
• The actor stops before the configured runtime guard.
• Failed public pages are recorded as run notices instead of crashing the run or creating paid dataset rows.
• Pricing should be set per delivered useful row, not per raw page attempt.

Notes

• Works only with public pages and public APIs available during the run.
• Some platforms may limit public access or return less data without login.