What you need to know this week in AI + Marketing in 15 seconds:

AI agents still aren’t delivering meaningful value. Forty-five percent of leaders say vendor agents don’t work because workflows and data foundations are outdated (Gartner).

Meta is formalizing AI-driven performance reviews in 2026. AI literacy and measurable AI impact become career requirements, not experiments (Business Insider).

GPT-5.1 meaningfully upgrades reasoning, structured output, and long-context reliability, making AI finally usable for production marketing workflows instead of prototypes.

Content convergence is here. AI-generated sameness is flattening brand voice; originality becomes a competitive advantage (CMSWire).

Visibility is moving to generative engines. If AI models can’t read your metadata, trust signals, and brand identity, you won’t surface in discovery (Search Engine Land).

Top marketing leaders on LinkedIn agree: the moat is human judgment. AI powers speed and iteration, but creativity, storytelling, and strategy still differentiate (Miller, Mehra, Toy, Rachitsky).

More top news, tools, jobs, events, and posts below 👇

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Unlock the data: AEO & GEO benchmarks you need to see

If you've been wondering how your brand stacks up in AI search (ChatGPT, Perplexity, Google AI Overviews), Conductor just dropped the data you need.

Their new AEO & GEO Benchmarks Report breaks down how brands are actually showing up across AI search engines - what's working, what's not, and where the gaps are.

Why I love this: I've been tracking AI search visibility for months and honestly, most of us are just guessing. This is one of the first reports that shows you real benchmarks—so you can finally stop wondering if your brand even shows up in ChatGPT and start measuring it.

Plus, Conductor's platform actually lets you track your performance over time, which is huge if you're trying to prove ROI to leadership.

Inside the report:

  • How top brands are ranking in ChatGPT vs. Google AI Overviews

  • Which industries are winning (and losing) in generative search

  • The visibility gaps between traditional SEO and AI-powered answers

  • Benchmarks you can use to measure your own performance

Why this matters: If you're not tracking how AI surfaces your brand, you're flying blind. This report gives you the numbers to build a real strategy around Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO).

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