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Prompt Research

Discover the questions buyers really ask AI.

Mine the real prompts your customers, prospects, and analysts send to AI — then own the answers.

  • Continuous prompt discovery across personas
  • Sentiment-aware tracking on every prompt
  • Alerts when intent shifts in your category
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Vizzybl Prompt Research dashboard showing discovered buyer prompts and intent trends
Vizzybl prompts overview table listing monitored prompts with tags, brand mentions, citations, and competitor counts

Track every prompt that matters to your buyers.

Monitor the real questions your customers ask AI, all in one place — each prompt tagged by intent and funnel stage, with brand mentions, citations, and competitor counts at a glance.

  • Every monitored prompt with mentions, citations, and competitors
  • Intent and funnel-stage tags, from discovery to commercial
  • Spot the prompts where rivals outnumber you
Vizzybl prompt result view showing an AI response with engine tabs and brand metrics including mentions and citations

See exactly how AI answers — word for word.

Open any prompt to read the actual response from ChatGPT, Claude, Gemini, and Perplexity, with brand metrics that show whether you were mentioned, cited, and linked.

  • Real responses side by side across the major AI engines
  • Per-engine brand metrics: mentions, citations, and site cited
  • Filter by country to see localized answers
Vizzybl Add Manual Prompts dialog for entering, validating, and rewriting prompts to monitor

Add and refine the prompts you want to own.

Bring your own prompts into monitoring in seconds — validate their AI search volume and intent tags, then use Rewrite with AI to sharpen them for visibility before you track them.

  • Add any prompt and validate its AI search volume
  • Rewrite with AI to optimize prompts for visibility
  • Use variables and per-country targeting

Explore more features

Brand VisibilityTrack your share of voice across every major AI engine and watch how your brand surfaces in real answers.Explore Brand VisibilityPosition AnalysisSee exactly where your brand surfaces in AI responses — top of the answer, mid-paragraph, or buried in the footnote — and how that position shifts over time.Explore Position AnalysisCitation AnalysisReveal the sources AI engines pull from when answering questions about your brand, products, and category.Explore Citation AnalysisCompetitor IntelligenceCompare your AI visibility, sentiment, and positioning against the brands you sell against — prompt by prompt.Explore Competitor IntelligenceContent OptimizationTurn audits into actionable changes, then ship pages structured for citation, retrieval, and recommendation.Explore Content Optimization

Frequently asked questions

Common questions about Prompt Research, answered.

  • Vizzybl discovers the real questions customers, prospects, and analysts send to AI across your category and personas, then tags each by intent and funnel stage so you can focus on the ones that drive decisions.

  • Yes. You can enter your own prompts in seconds, validate their AI search volume and intent tags, and use Rewrite with AI to sharpen them before you start tracking.

  • It depends on your plan — higher tiers track more prompts and personas, so you can widen coverage as your monitoring grows.

  • Yes. You can run prompts per country to see how AI answers — and your brand's presence in them — change by market.

  • Monitored prompts are re-run continuously, and you can open any prompt to read the latest response from each engine alongside your brand metrics and trend over time.

Stop Being Invisible
to AI Search Engines.

Millions are turning to AI to find businesses to buy from and non-profits to support. Make sure you're exactly what they find.

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