View-through conversions look enormous in your dashboard — but how many are real? Learn the exact windows Meta, TikTok, and Google use, post-iOS 14 SKAdNetwork caveats, and when to replace VTC with MMM and incrementality testing.
Instagram ads automation runs on Meta's API — the 'IG-specific' label is marketing fiction. Compare Revealbot, Madgicx, Smartly.io, and AdCreative.ai by placement behavior and Reels capability.
Real 2026 CPM, CPC, and CPA benchmarks for Instagram ads by placement and industry. Learn why Reels costs 3x less than Feed CPM — and how creative quality drives the gap.
Compare the top AI influencer content generators for Meta and TikTok ads. Arcads, HeyGen, Creatify, Captions AI, Hedra, and Submagic — ranked by what actually converts on cold traffic.
Build an Instagram ad workflow that scales: angle research first, placement-specific briefs for Reels, Feed, and Stories, AI variant generation, and fatigue-aware launch cadence.
Variable sprawl in Meta ads kills signal. Learn the 2026 consolidation framework that reduces campaigns, broadens audiences, and lets creative do the actual work.
Cloning a Facebook ad campaign kills performance when you copy the creative without the signal context. Learn the internal duplicate workflow, competitor angle extraction, and clone A/B measurement discipline.
Manual ad creation is slow because briefs are ambiguous, not because execution is slow. Fix brief quality and angle libraries first, then add Claude Opus 4.7, Nano Banana, and Arcads.
Compare top AI Facebook ad builders by brief-intake quality, not demo polish. Honest table of Pencil, Omneky, Creatify, Advantage+ Creative, Claude, and more — with a research-first workflow.
Cloning a Facebook ad campaign kills performance when you copy the creative without the signal context. Learn the internal duplicate workflow, competitor angle extraction, and clone A/B measurement discipline.
Cloning a Facebook ad campaign kills performance when you copy the creative without the signal context. Learn the internal duplicate workflow, competitor angle extraction, and clone A/B measurement discipline.
Cloning a Facebook ad campaign kills performance when you copy the creative without the signal context. Learn the internal duplicate workflow, competitor angle extraction, and clone A/B measurement discipline.
