5 key shifts in H1 2025
1. Advantage+ ecosystem completed
From January through June, the Advantage+ family came together as a complete set:
- Advantage+ Sales (existing)
- Advantage+ App
- Advantage+ Catalog
- Advantage+ Leads (new in February)
- Advantage+ Creative (since 2023)
Nearly every ad objective now has an Advantage+ automation option. The manual operation space keeps shrinking.
Real impact: Accounts running 50%+ on Advantage+ are forming the top performance group. Below 30% falls behind competitively.
2. AI Ad Ranking: 4 systems, one official roadmap
In March, Meta unveiled GEM, Lattice, Andromeda, and CLE as an integrated set. What used to be announced separately was packaged into one unified AI strategy.
What changed: Meta is now transparently sharing "where the ads AI is going" with advertisers. Planning and trust both go up.
3. Instagram's 1000 Models reveal
In May, Meta Engineering disclosed that the Instagram algorithm runs on 1,000+ ML models. The actual complexity of the algorithm was officially acknowledged.
Real impact: Trying to "fully understand the algorithm" is pointless. Judgment based on weekly averages and operational rhythm is the core skill.
4. Privacy infrastructure deepens
Following Privacy Aware Infrastructure (Aug 2024), Policy Zones arrived in July. Meta is extending data purpose limitation all the way into batch processing.
Real impact:
- Stronger grounds for privacy compliance
- Customer List and Lookalike gain safety
- At the same time, tracking accuracy gradually declines
5. Creative innovation becomes official doctrine
Following the Creative Advantage update (Apr 2024), H1 2025 made creative diversity the official Meta ads standard.
Official numbers:
- Advantage+ Shopping +70% YoY growth (Q4 2024)
- +8% ad quality after Andromeda rollout
- +5% conversions from GEM rollout
What advertisers experienced
Positive:
- Accounts that moved to Advantage+ saw CPA improve 10–20% on average
- AI creative auto-generation cut operational hours
- Stronger policy-compliance infrastructure reduced legal risk
Negative:
- CPM kept rising (+5–15%)
- Tracking accuracy dropped (iOS 18, Chrome policy)
- Creative production pressure (5–10 per week expected)
H1 trend analysis
1. "Automation + verification" regime
Advertiser work is shifting from execution to verification. Meta AI executes, operators verify.
2. Data quality > data volume
Under iOS and cookie constraints, accurate event quality matters more than volume. CAPI and EMQ management are the core.
3. Creative is everything
With targeting and bidding deeply automated, the remaining lever is creative. A creative supply system is your edge.
What to expect in H2
Announced / expected:
- GEM model architecture improvements
- Advantage+ Creative AI video features
- More direct integrations for external analytics tools
Advertiser checklist:
- Set an Advantage+ share target
- Establish a creative production routine
- Build an AI creative verification process
So where does that leave us?
Looking back at the past 6 months:
- Advantage+ conversion rate
- CPA and ROAS trend
- Creative diversity gain or loss
Goals for the next 6 months:
- Advantage+ 70%+
- 5–10 new creatives per week
- CAPI + EMQ 8+
Performance analysis, automation, and long-term strategy are covered in Meta Ads Book 4.