he use of AI for precise ad targeting and the launch of tools like the "Tencent Ads AIM+" matrix have significantly improved advertising efficiency is there any data to prove this?
Yes, there is concrete data from Tencent's official 2025 financial reports and public statements that supports the claim about AI improving advertising efficiency. Here are the key metrics:
π Core Efficiency Metrics from Tencent's AIM+ Platform
The most direct evidence comes from Tencent's own statements regarding the "Tencent Ads AIM+" intelligentζζΎ product matrix -1-6:
| Metric | Improvement |
|---|---|
| Advertiser Operations Reduction | β80% fewer operations needed per RMB 10,000 in ad spend |
| Creative Process Reduction | β47% fewer operations needed in the creative workflow |
| eCPM Growth | Driven by AI-powered ad targeting improvements |
| Q3 2025 Revenue Growth | β21% YoY, reaching a six-quarter high |
These figures demonstrate that AI automation has significantly reduced the manual workload for advertisers while improving ad placement efficiency -1.
π― AI-Driven Performance Improvements
Beyond operational efficiency, Tencent has reported concrete performance gains from AI implementation:
- Click-Through Rate (CTR) : AI-driven ad targeting has improved CTR by 15-22% according to Tencent's official disclosures -7
- LFM4Ads Model Impact: This foundational large model delivered a 2.45% GMV lift across the entire platform through multi-granularity transfer learning
- Creative Supply: AI can automatically screen and select high-quality creatives, providing 5x more creative supply compared to manual selection -2
π Business Results Validating AI Efficiency
The efficiency gains translate directly into financial performance:
Revenue Growth Trajectory:
- Full Year 2025: Marketing services revenue grew 19% YoY to RMB 145 billion -2-5-8
- Q4 2025: Revenue reached RMB 41.1 billion, up 17% YoY -2
- Consecutive Growth: Marketing services revenue has achieved double-digit growth for 11 consecutive quarters as of Q2 2025 -4-7
Margin Improvement:
- Marketing services gross margin increased from 55% to 58% in 2025, indicating that AI-driven efficiency gains are improving profitability, not just top-line growth -5
π§ Technology Infrastructure Validation
Tencent has backed its AI claims with substantial investment:
- Capital Expenditure: Total capex reached RMB 79.2 billion in 2025, with Q2 alone seeing a 119% YoY increase to RMB 19.1 billion -4-5
- R&D Investment: RMB 85.75 billion in 2025, up 17% YoY -5
- Full Implementation: AI is embedded across the entire ad lifecycle - from creative generation (Miaosi tool) to targeting (ADQ Smart Targeting) to analysis (Ruyi data product) -4
π Summary
The data consistently supports the claim that Tencent's AI investments, particularly the AIM+ product matrix, have delivered measurable efficiency improvements. Key evidence includes the 80% reduction in advertiser operations, 15-22% CTR improvement, 2.45% GMV lift from the LFM4Ads model, and sustained double-digit revenue growth with expanding margins. These metrics are drawn from Tencent's official financial disclosures and public statements by executives like Vice President Jiang Jie.