/plushcap/analysis/aerospike/aerospike-future-ai-driven-personalization

Say goodbye to targeted ads – Here’s what’s next

What's this blog post about?

The AdTech industry is undergoing a significant transformation with the rise of AI agents, personalization, and data optimization, rendering traditional identity-based advertising obsolete. As third-party cookies are phased out, unified identity frameworks will connect device IDs, email addresses, and first-party data to maintain targeting capabilities in a cookie-less world. The future points to human identity data being fully abstracted, with AI-driven systems navigating decisions for users. AI agents may replace traditional search methods, using retrieval augmented generation (RAG) to pull real-time data and optimize product discovery. Brands will need to focus on optimizing their data for AI-driven systems to ensure relevance, and consider the emergence of "agent IDs" as identifiers used by AI agents acting on behalf of users. The convergence of ads and recommendation engines is already happening, with dynamic creative optimization (DCO) and dynamic product optimization (DPO) adjusting ad content in real time based on user behavior and contextual data. In the future, ads will transform into seamless recommendations driven by semantic search capabilities, providing hyper-relevant, contextually aware recommendations that merge seamlessly with the AI's objectives.

Company
Aerospike

Date published
Nov. 12, 2024

Author(s)
Daniel Landsman

Word count
978

Language
English

Hacker News points
None found.


By Matt Makai. 2021-2024.