Negative Anchor Ratio: When AI Keeps Repeating Your Worst Moment
Track Negative Anchor Ratio to see how often AI repeats the same negative theme across answers and learn how to lower it before it shapes perception.| Michael Brito
Track Negative Anchor Ratio to see how often AI repeats the same negative theme across answers and learn how to lower it before it shapes perception.| Michael Brito
Learn how the Model Sentiment Consistency Score reveals brand reputation gaps in generative search and why consistency across AI engines matters.| Michael Brito
A paper from Anthropic describing persona vectors and their applications to monitoring and controlling model behavior| www.anthropic.com
Track brand reputation in AI search using citation sentiment, source trust, narrative alignment, and entity pairing to influence how AI search engines describe you.| Michael Brito
Monitoring AI is key to managing brand perception. Here's how PR pros can shape the narrative, mitigate risk, and stay ahead of the algorithm.| Michael Brito
Effective risk management helps brands anticipate threats, shape narratives, and stay ahead of crises before they escalate. Stay proactive, not reactive.| Michael Brito
