Advocacy, Reputation & the Human Signal

In addition to your careers site, AI models read Glassdoor, Reddit, LinkedIn, and every corner of the web where someone has described what it's actually like to work at your organization — and they're synthesizing all of it into an answer.

In our last roundtable, we explored how AEO and GEO are changing the mechanics of AI search for talent acquisition. This session builds on that conversation, focusing on the human layer behind the algorithm: the employees, reviews, and reputation signals that AI models increasingly treat as proof of what it's actually like to work at your company. As generative search tools synthesize answers from across the web, employer brand messaging alone can only go so far — credibility now comes from sources your brand team doesn’t control.

This client-only virtual roundtable is a live, camera-on conversation for TA and employer brand leaders to dig into:

• Where the line sits between authentic employee voice and manufactured messaging — and why AI may be able to tell the difference
• How employee advocacy programs are (or aren't) built with AI visibility in mind
• What role reputation management plays when AI models weigh conflicting or inconsistent signals about your organization

As always, this is not a webinar or presentation. Join us for an off-the-record, peer-driven exchange, intentionally kept small so every voice in the room gets heard.