# EP 474: How Much Ad Data Is Enough Before You Make a Change? Page: https://stenobird.com/podcast/next-level-facebook-ads-podcast-751370/ep-474-how-much-ad-data-is-enough-before-you-make-a-change Text version: https://stenobird.com/podcast/next-level-facebook-ads-podcast-751370/ep-474-how-much-ad-data-is-enough-before-you-make-a-change.md Podcast: [Next Level Facebook Ads Podcast](https://stenobird.com/podcast/next-level-facebook-ads-podcast-751370) Published: 2026-06-09T16:00:00+00:00 Episode link: https://fbadspodcast.libsyn.com/ep-474-how-much-ad-data-is-enough-before-you-make-a-change Audio file: https://traffic.libsyn.com/secure/fbadspodcast/Next_Level_Facebook_Ads_Podcast_Episode_474.mp3?dest-id=514243 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/next-level-facebook-ads-podcast-751370/episodes/ep-474-how-much-ad-data-is-enough-before-you-make-a-change Duration seconds: 781 ## Resource How much data is enough before you change a Facebook or Instagram ad? In this episode, I explain how to avoid reacting too quickly, why small data can be misleading, and how to use timing, context, and patterns to make smarter ad decisions. This podcast is not affiliated with, endorsed by, or sponsored by Meta, Facebook, or Instagram. All trademarks belong to their respective owners. Opinions are based on Phil's experience working with advertisers. Website: https://philgrahamdigital.com ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/next-level-facebook-ads-podcast-751370/episodes/ep-474-how-much-ad-data-is-enough-before-you-make-a-change/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/next-level-facebook-ads-podcast-751370/ep-474-how-much-ad-data-is-enough-before-you-make-a-change.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.