TLDR Tech / Marketing
Meta highlights improvements to its ad serving program
Meta has improved Instagram ad performance by updating its ad system to deliver more relevant ads using less computing power. Its new Adaptive Ranking Model processes more user engagement signals in real time and better matches ads to user intent. The system uses LLM scale intelligence to refine targeting and improve efficiency. Since launching in Q4 2025, it has driven a 3% increase in conversions and a 5% increase in clickthrough rates for targeted users. The update should lead to better ROAS and more effective campaigns.
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