Meta stated on October 28, 2026, in a message to advertisers that larger artificial intelligence processing capacity is now producing better outcomes for marketing campaigns, attributing a steady rise in clicks and conversions to enhancements within its ad ranking infrastructure.
Facebook experienced an 8.3% increase in ad clicks and a 15.7% rise in conversions during Q2 2026, according to Meta, driven by updates to the ad ranking stack, while figures from Q3 2026 demonstrate that these enhancements continue to compound.
Additional updates deployed to the Andromeda system in Q3 2026, which serves as the initial phase in ad display and now evaluates a broader selection of product matches for companies, generated a 1.4% growth in Facebook conversions entirely on their own.
Generative retrieval was also launched on the Facebook Feed by Meta, producing nearly a 2% conversion increase among targeted segments, while the company artificial intelligence business assistant expands to additional advertisers and yields 5% more conversions while maintaining identical spending.
Three distinct artificial intelligence frameworks drive the majority of these enhancements, beginning with Andromeda expanding relevant matches, followed by the Generative Ads Recommendation Model processing additional signals for better relevance, and GenRecs aligning engagement with preferences even for new ads lacking history.
Partnership ads experienced a robust quarter by expanding more than 97% year over year, pushing the format past an annual revenue run-rate of $15 billion, while Meta builds checkout capabilities inside artificial intelligence agents like Muse to allow direct purchases within chat flows.
