Model consensus
Measurement and monitoringModel consensus measures how consistently different AI language models describe your brand. When ChatGPT, Claude, Perplexity, Gemini, and Grok all say similar positive things about your brand, consensus is high and your reputation signal is strong. When models disagree, with some praising and others criticizing or providing inaccurate information, consensus is low and indicates gaps in your online presence. Tracking model consensus helps you identify which sources or content need improvement.
High consensus means your reputation is stable regardless of which AI a prospect uses. Low consensus means your reputation is fragile and unpredictable.
Four out of five AI models describe your brand as a leader in sustainable packaging, but one model confuses you with a competitor. You investigate and find an outdated article causing the discrepancy.
See what AI says about your brand
RankSignal.ai scans ChatGPT, Claude, Gemini, Perplexity, and Grok to show how AI models perceive your brand. Try a free scan.
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