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Product overview

Pierview AI is an AI visibility platform that tracks how your brand appears in AI-generated answers across large language models (LLMs). When users ask ChatGPT, Perplexity, Claude, or similar tools for recommendations, Pierview measures:
  • Visibility: How often your brand is mentioned
  • Sentiment: Whether mentions are positive, neutral, or negative
  • Citations: Which sources AI references (your site, press, directories, etc.)
  • Competitors: Who else shows up and how they compare

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How Pierview collects data

Pierview simulates user queries against AI models and analyzes the responses. The process is:
  • Query-based: We send the prompts you define (e.g., “best project management tools”) and capture the full response.
  • Structured analysis: We extract brand mentions, sentiment, and citation URLs from each answer.
  • Aggregated metrics: Results are rolled up into visibility rates, sentiment scores, and citation counts.
No sensitive user data is collected. We focus on public AI outputs and the sources they reference.

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Typical use cases

Brand monitoring

Track how your brand appears in AI answers over time. Spot trends, spikes, or dips.

Competitor tracking

See who else is mentioned for the same prompts. Find opportunities to outrank.

Content planning

Identify source gaps, which sites AI cites but you don’t appear on. Build a content and outreach backlog.

PR targets

Turn “cited source” lists into PR targets. Pitch publications and directories that AI trusts.

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Why it matters

AI search is growing. Users increasingly turn to AI for product comparisons, recommendations, and research. Brands that appear early and with strong citations gain trust and traffic. Pierview gives you the data to compete, not just guess.

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Next steps