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Neely's avatar

The part that's been sitting with me: it's not just the public record anymore. AI models are now training on that version of you, and every answer they give about your brand is downstream of whatever signal was loudest at the moment the crawl happened. Which means the stakes shifted. A bad Glassdoor review used to cost you one candidate. Now it's a line in the model's permanent description of who you are. Most teams are still treating reputation as a PR problem when it's becoming an infrastructure one. The companies that figure this out first won't be the ones with the biggest budgets. They'll be the ones who took their own narrative seriously before they had to.

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