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Aureol measures how AI systems talk about your brand. It shows share of voice, sentiment, and coverage. It compares markets, languages, categories, and named competitors, and turns the results into clear next steps.

What Aureol does

We run consistent checks via APIs against major AI systems. We ask the same questions on a fixed schedule. We parse the answers, detect mentions, score sentiment, and track what changed over time. You see where you win, where you don’t, and what to fix first.

Core jobs

  • Measure: Share of voice, sentiment, and coverage across AI answers.
  • Compare: By market, language, category, and competitor set.
  • Explain: What moved, why it moved, and which answers drove the shift.
  • Improve: Actionable guidance to strengthen how models answer about your brand.

Key features

  • Market & language lenses: Breakdowns by country and locale.
  • Category views: Product-level and service-level snapshots.
  • Competitor tracking: Your custom peer set with side-by-side charts.
  • Trends over time: Time series with alerts for meaningful changes.
  • Answer viewer: The exact AI responses behind each metric, with timestamps.
  • Exports & API: Pull metrics and underlying answers into your stack.

How it works

  1. You set scope: markets, languages, categories, and competitors.
  2. We ask consistently: standard prompts via APIs on a fixed cadence.
  3. We parse: extract brand mentions, products, sentiment, and coverage.
  4. We score: compute share of voice, sentiment balance, and answer coverage.
  5. We explain: surface drivers, outliers, and suggested fixes.

This is Generative Engine Optimization (GEO) in practice—improving how AI systems answer about your brand with clear, structured inputs and credible references.

Who it’s for

  • Brand, comms, and PR teams tracking narrative health.
  • Performance and SEO teams aligning web content with model answers.
  • Product marketing comparing markets, languages, and categories.
  • Executives who want one view of how AI systems describe the company.

What you get

  • Clean dashboard with filters for market, language, category, and competitor.
  • Time-based charts, answer diffing, and flagged anomalies.
  • Downloadable reports and an API for your BI tools.

Trust & privacy

We use provider APIs and store results for your analysis. You can export or delete data at any time. See our Security and Privacy pages for details.

Let your brand shine!

Note: our system is in closed beta. If you are interested, please register here: Request Beta Access